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Merge pull request #49 from joshsoftware/feature/google-drive-transla…
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Feature: Python script to summarize and translate audio/video files in Google Drive folder
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sethu authored Nov 13, 2024
2 parents 4e81c36 + 282ba2a commit 0a2007e
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4 changes: 4 additions & 0 deletions .gitignore
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Expand Up @@ -161,3 +161,7 @@ cython_debug/
# and can be added to the global gitignore or merged into this file. For a more nuclear
# option (not recommended) you can uncomment the following to ignore the entire idea folder.
#.idea/

/service/service.json
/service/user_account.json
/service/models
5 changes: 5 additions & 0 deletions requirements.txt
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Expand Up @@ -13,3 +13,8 @@ langchain-openai
langchain-core
#logging
#logging-conf
google-auth
google-auth-oauthlib
google-auth-httplib2
google-api-python-client
python-dotenv
225 changes: 225 additions & 0 deletions service/drive.py
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from google.auth.transport.requests import Request
from google.oauth2.credentials import Credentials
from google_auth_oauthlib.flow import InstalledAppFlow
from googleapiclient.discovery import build
from googleapiclient.errors import HttpError
import os
from dotenv import load_dotenv
from google.oauth2 import service_account
from datetime import datetime, timezone
from audio_service import translate_with_whisper
from summarizer import summarize_using_openai
from logger import logger
import ssl
import httplib2
from google_auth_httplib2 import AuthorizedHttp
import time
import logging

load_dotenv()
logging.basicConfig(level=logging.INFO)
logger = logging.getLogger(__name__)

# If modifying these scopes, delete the file token.json.
SCOPES = [
"https://www.googleapis.com/auth/drive.metadata.readonly",
"https://www.googleapis.com/auth/drive.readonly",
"https://www.googleapis.com/auth/drive.file",
"https://www.googleapis.com/auth/drive"
]

def get_credentials():
"""Get Google Drive API credentials."""
credentials = service_account.Credentials.from_service_account_file(
os.getenv("SERVICE_ACCOUNT_FILE"), scopes=SCOPES)
return credentials

def user_account_creds():
'''Get user account credentials'''
creds = None
if os.path.exists("token.json"):
creds = Credentials.from_authorized_user_file("token.json", SCOPES)
if not creds or not creds.valid:
if creds and creds.expired and creds.refresh_token:
creds.refresh(Request())
else:
flow = InstalledAppFlow.from_client_secrets_file(
os.getenv("GOOGLE_ACCOUNT_FILE"),
SCOPES
)
creds = flow.run_local_server(port=0)
with open("token.json", "w") as token:
token.write(creds.to_json())
return creds

def get_folder_id(service, folder_name):
"""Get the ID of a folder by name."""
try:
results = (
service.files()
.list(q=f"mimeType='application/vnd.google-apps.folder' and name='{folder_name}'", fields="files(id, name)")
.execute()
)
items = results.get("files", [])
if not items:
logger.info(f"No folder found with the name '{folder_name}'.")
return None
return items[0]['id']
except HttpError as error:
logger.warning(f"An error occurred: {error}")
return None

def get_files_in_folder(service, folder_id):
"""Get all files in a specific folder by folder ID."""
try:
results = (
service.files()
.list(q=f"'{folder_id}' in parents", fields="nextPageToken, files(id, name, createdTime, modifiedTime, size, mimeType, webViewLink)")
.execute()
)
items = results.get("files", [])
return items
except HttpError as error:
logger.warning(f"An error occurred: {error}")
return []

def make_file_public(service, file_id):
"""Make a file public."""
try:
permission = {
'type': 'anyone',
'role': 'reader',
}
service.permissions().create(fileId=file_id, body=permission).execute()
service.files().get(fileId=file_id, fields='webViewLink').execute()
return 'https://www.googleapis.com/drive/v3/files/'+ file_id + '?alt=media&key=' + os.getenv("GCP_API_KEY")
except HttpError as error:
logger.warning(f"An error occurred while making file Public: {error}")
return None

def revoke_public_access_with_retry(service, file_id, max_retries=3):
"""Attempt to revoke public access, with retries in case of SSL errors."""
for attempt in range(max_retries):
try:
permissions = service.permissions().list(fileId=file_id).execute()
for permission in permissions.get('permissions', []):
if permission['role'] == 'reader' and permission['type'] == 'anyone':
service.permissions().delete(fileId=file_id, permissionId=permission['id']).execute()
break
except (HttpError, ssl.SSLEOFError) as e:
logger.warning(f"Attempt {attempt + 1} failed for revoke public access: {e}")
if attempt < max_retries - 1:
time.sleep(2 ** attempt)
else:
logger.warning("Max retries reached. Could not revoke public access.")


def filter_files_by_date(files):
"""Filter files to include only those created or modified today."""
today = datetime.now(timezone.utc).date()
filtered_files = []
for file in files:
created_time = datetime.fromisoformat(file['createdTime'][:-1]).date()
modified_time = datetime.fromisoformat(file['modifiedTime'][:-1]).date()
if created_time == today:
filtered_files.append(file)
return filtered_files

ssl_context = ssl.create_default_context()
ssl_context.set_ciphers("DEFAULT@SECLEVEL=1")

def append_to_sheet(sheets_service, sheet_id, data, retries=3):
body = {'values': data}
for attempt in range(retries):
try:
sheets_service.spreadsheets().values().append(
spreadsheetId=sheet_id,
range="Sheet1!A:C",
valueInputOption="RAW",
insertDataOption="INSERT_ROWS",
body=body
).execute()
break
except ssl.SSLEOFError:
if attempt < retries - 1:
time.sleep(2 ** attempt)
continue
else:
raise

def get_transcription_and_summary(file, drive_service, existing_file_ids, new_rows, results):
public_link = make_file_public(drive_service, file['id'])
if file['id'] and file['id'] not in existing_file_ids:

mime_type = file.get('mimeType', '')
if mime_type.startswith('audio/') or mime_type.startswith('video/'):
translation = translate_with_whisper(public_link)
logger.info(f"Translation for file '{file['name']}' completed.")
logger.info("Translation: %s", translation)

summary = summarize_using_openai(translation)
logger.info(f"Summary for file '{file['name']}' completed.")
logger.info("Summary: %s", summary)

created_time_str = file['createdTime'].replace("Z", "+00:00")
created_time = datetime.fromisoformat(created_time_str).date()

results.append({
'file id': file['id'],
'transcription': translation,
'summary': summary
})

new_rows.append([file['id'], file['name'], translation, summary, created_time.isoformat()])

revoke_public_access_with_retry(drive_service, file['id'])


def main():
ssl_context = ssl.create_default_context()
ssl_context.set_ciphers("DEFAULT@SECLEVEL=1")

http = httplib2.Http()
http.ssl_context = ssl_context
creds = get_credentials()
authed_http = AuthorizedHttp(creds, http=http)

drive_service = build("drive", "v3", http=authed_http)
sheets_service = build("sheets", "v4", http=authed_http)

sheet_id = "1fDoslff2Asbrys5xvFtHgiBWW02555Or_vOTurTC1yk"

folder_name = "Interview Recordings"
folder_id = get_folder_id(drive_service, folder_name)

try:
result = sheets_service.spreadsheets().values().get(
spreadsheetId=sheet_id, range="Sheet1!A:A"
).execute()
values = result.get('values', [])
existing_file_ids = {row[0] for row in values if row}
except HttpError as error:
logger.warning(f"An error occurred while retrieving sheet data: {error}")
return

results = []

if folder_id:
files = get_files_in_folder(drive_service, folder_id)
files = filter_files_by_date(files)
new_rows = []

for file in files:
get_transcription_and_summary(file, drive_service, existing_file_ids, new_rows, results)

if new_rows:
append_to_sheet(sheets_service, sheet_id, new_rows)

return results

else:
return []


if __name__ == "__main__":
files = main()

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