784 lines
29 KiB
Python
784 lines
29 KiB
Python
"""
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AUTHOR:
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Khushal P Soonderji
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DATE:
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Thursday, 12th Dec., 2024
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OBJECTIVE:
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To handle all auth-tokens from one place.
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REFERENCES:
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N/A
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DOWNLOADS:
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N/A
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"""
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# *****************************************************************************************************************
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# ***** ****
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# *** IMPORT ***
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# ***** ****
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# *****************************************************************************************************************
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# To make sibling directories accessible for imports:
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import sys
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sys.path.append(".")
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sys.path.append("..")
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# For Quart:
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from quart import current_app
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# My async utils:
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from utils_v2.string import json
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from utils_v2.date_time import date_time
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from utils_v2.database.async_mysql_v2 import AsyncMySQL
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from utils_v2.database.async_mongo_v2 import AsyncMongo, AsyncMongoStorage
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# Base model:
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from controllers.base import BaseModel
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# Data models:
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from models.core.user import CoreUserInfoModel
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from models.core.auth_token import CoreAuthTokenModel
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from models.core.message import CoreMessageModel
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from models.api.mail.sync import MailSyncOneResult, MailSyncManyResults, MailSendOneResult
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from models.api.mail.send import MailSendRequestData
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# Mail Clients:
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from utils_v2.goog.controllers.gmail.gmail_client import AsyncGMailClient
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from utils_v2.goog.models.auth_tokens import GoogleAuthTokens
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# To work with MongoDB:
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from bson import ObjectId
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from pymongo import InsertOne, UpdateOne, ReplaceOne
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# To work with LLMs:
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from controllers.core.ai.llm import CoreLLMController
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from models.core.ai.llm import LLMInput, LLMOutput
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# To work with datatypes:
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from typing import Literal, List, Dict, Any
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# To parse the HTML content in the mail:
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from bs4 import BeautifulSoup
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# To work with date and time:
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import datetime
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# For asynchronous activities:
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import asyncio
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# *****************************************************************************************************************
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# ***** ****
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# *** MACROS / ONE-TIME INIT ***
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# ***** ****
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# *****************************************************************************************************************
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# --- Nothing Yet
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# *****************************************************************************************************************
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# ***** ****
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# *** VARIABLES ***
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# ***** ****
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# *****************************************************************************************************************
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# --- Nothing Yet
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# *****************************************************************************************************************
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# ***** ****
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# *** FUNCTIONS ***
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# ***** ****
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# *****************************************************************************************************************
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# --- Nothing Yet
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# *****************************************************************************************************************
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# ***** ****
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# *** CLASSES ***
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# ***** ****
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# *****************************************************************************************************************
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class MailController:
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# ┏┓┓ ┓┏
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# ┃ ┃┏┓┏┏ ┃┃┏┓┏┓┏
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# ┗┛┗┗┻┛┛ ┗┛┗┻┛ ┛
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# For AI Magic through LLMs:
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RECEIVED_MAIL_PROMPT_TEMPLATE = [
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{
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"role": "system",
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"content": (
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"You're an expert mail summary program. "
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"Provide the response in a structured JSON format with two fields: \"summary\" and \"senderType\". "
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"The summary should be 150 chars or less. "
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"If available, show login info like username and OTPs in your summary."
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"If no login info is provided, please don't worry; just summarize what you see."
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"\"senderType\" must be one of [\"Vendor\", \"Client\", null].\n"
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"Example output 1: "
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"{\"summary\":\"Sagar Supplies has shipped your materials. They are expected to reach by Thursday. "
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"Use OTP 346780 when the delivery agent asks.\",\"senderType\":\"Vendor\"}\n"
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"Example output 2: "
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"{\"summary\":\"Mr. Mehta is enquiring about the submission of his tax filings, which are to be done "
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"today.\",\"senderType\":\"Client\"}\n"
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"Example output 3: "
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"{\"summary\":\"JustDial's marketing message. They're offering a 35% discount to new accounts.\","
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"\"senderType\":null}\n"
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"Remember to respond only with the raw JSON string, nothing else. Good luck :)"
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)
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}
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]
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SENT_MAIL_PROMPT_TEMPLATE = [
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{
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"role": "system",
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"content": (
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"You're an expert mail summary assistant. That summarizes sent mails in 150 chars or less. "
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"The objective of your user is to be able to recollect what a mail they sent was about from a brief "
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"summary. Reply in a simple string, no formatting is allowed except emojis. Good luck :)"
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)
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}
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]
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# ┓┏ ┓
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# ┣┫┏┓┃┏┓┏┓┏┓┏
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# ┛┗┗ ┗┣┛┗ ┛ ┛
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# ┛
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def extract_plaintext_parts(
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self,
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payload: dict
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) -> List[str]:
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# Start with just a holder:
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text_parts = []
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# If a direct text/plain part occurs,
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# we just add it to the list:
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if (
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payload["contentMainType"] == "text" and
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payload["contentSubType"] == "plain"
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):
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text_parts.append(payload["payload"])
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# If a direct text/html part occurs,
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# we just add it to the list:
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if (
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payload["contentMainType"] == "text" and
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payload["contentSubType"] == "html"
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):
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html_parser = BeautifulSoup(payload["payload"], "html.parser")
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text_parts.append(html_parser.get_text())
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# If a multipart/alternative part occurs,
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# we pick just the ready plaintext part:
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if (
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payload["contentMainType"] == "multipart" and
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payload["contentSubType"] == "alternative"
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):
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for part in payload["payload"]:
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if part["contentSubType"] == "plain":
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text_parts.append(part["payload"])
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# If a multipart/mixed or multipart/related part occurs,
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# we use recursion to look for plaintext parts nested inside:
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if (
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payload["contentMainType"] == "multipart" and
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(
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payload["contentSubType"] == "mixed" or
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payload["contentSubType"] == "related"
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)
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):
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for part in payload["payload"]:
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text_parts += self.extract_plaintext_parts(payload = part)
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# Done here:
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return text_parts
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async def summarize_mail_with_ai(
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self,
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mongo_conn: AsyncMongo,
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user_info: CoreUserInfoModel,
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llm: CoreLLMController,
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message: CoreMessageModel,
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prompt_template: List[dict]
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) -> LLMOutput:
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# Extract the text from the message here:
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text_parts = self.extract_plaintext_parts(payload = message.message["payload"])
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text = "\n".join(text_parts)
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# Invoke the LLM and return the response:
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return await llm.invoke(
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mongo_conn = mongo_conn,
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user_info = user_info,
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llm_input = LLMInput(
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messages = prompt_template + [
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{
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"role": "human",
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"content": f"Please summarize this mail: \"\"\"{text}\"\"\""
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}
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]
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)
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)
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def drop_attachments(
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self,
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payload: dict
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):
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# If the part is some sort of file:
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if payload["contentMainType"] not in ["multipart", "text"]:
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payload["payload"] = None
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payload["payloadId"] = None
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payload["payloadUrl"] = None
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# If the payload is of multipart type,
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# we use recursion to look inside it:
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elif payload["contentMainType"] == "multipart":
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for part in payload["payload"]:
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self.drop_attachments(part)
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# Done here:
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return payload
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# ┏┓┏┓ ┓ ┏┓ ┏┓
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# ┃┃┣┫┓┏╋┣┓┏┛ ┃┫
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# ┗┛┛┗┗┻┗┛┗┗━•┗┛
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@staticmethod
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async def get_token_key(
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db_conn: AsyncMySQL,
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mongo_conn: AsyncMongo,
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auth_token: CoreAuthTokenModel,
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session_token: str = None
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) -> ObjectId:
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# Simply call the core model:
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return await current_app.core_auth_token_controller.get_token_key(
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db_conn = db_conn,
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mongo_conn = mongo_conn,
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auth_token = auth_token,
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token_notes = {
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"email": None
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},
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session_token = session_token,
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)
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@staticmethod
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async def set_token(
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db_conn: AsyncMySQL,
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mongo_conn: AsyncMongo,
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token_key: ObjectId | str,
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auth_token: CoreAuthTokenModel,
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session_token: str = None
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) -> bool:
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# Simply call the core model:
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return await current_app.core_auth_token_controller.set_token(
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db_conn = db_conn,
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mongo_conn = mongo_conn,
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token_key = token_key,
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auth_token = auth_token,
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token_notes = {
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"email": auth_token.token["email"],
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"displayName": auth_token.token.get("displayName"),
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"displayPictureUrl": auth_token.token.get("displayPictureUrl"),
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},
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session_token = session_token,
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)
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@staticmethod
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async def get_token_from_key(
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mongo_conn: AsyncMongo,
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token_key: ObjectId | str = None,
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) -> CoreAuthTokenModel | None:
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# Simply call the core model:
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return await current_app.core_auth_token_controller.get_token_from_key(
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mongo_conn = mongo_conn,
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token_key = token_key
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)
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@staticmethod
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async def get_tokens_from_keys(
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mongo_conn: AsyncMongo,
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token_keys: ObjectId | str = None,
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) -> List[CoreAuthTokenModel] | None:
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# Simply call the core model:
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return await current_app.core_auth_token_controller.get_tokens_from_keys(
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mongo_conn = mongo_conn,
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token_keys = token_keys
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)
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# ┏┓ ┳┳┓
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# ┗┓┓┏┏┓┏ ┃┃┃┏┓┏┏┏┓┏┓┏┓┏
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# ┗┛┗┫┛┗┗ ┛ ┗┗ ┛┛┗┻┗┫┗ ┛
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# ┛ ┛
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# In this section, we pull mails from the third-party clients (like GMail), and store them on our server. This makes
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# those mails available on the platform.
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async def __sync_one_gmail(
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self,
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mongo_conn: AsyncMongo,
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user_info: CoreUserInfoModel,
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auth_token: CoreAuthTokenModel,
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mail_client: AsyncGMailClient,
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google_tokens: GoogleAuthTokens,
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message_id: str,
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llm: CoreLLMController = None,
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force_sync: bool = False
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) -> MailSyncOneResult:
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# Start by assuming failure:
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sync_result = MailSyncOneResult()
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# If we've not been forced to re-sync the mail message,
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# we first check if the mail already exists in our database:
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if not force_sync:
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mail_records = await current_app.core_message_controller.get_previews(
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mongo_conn = mongo_conn,
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token_ids = [ObjectId(auth_token.authTokenId)],
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limit = 1,
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skip = 0,
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additional_filter = {
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"tokenId": ObjectId(auth_token.authTokenId),
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"serviceType": auth_token.serviceType,
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"client": auth_token.client,
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"clientMessageId": message_id
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}
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)
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if mail_records:
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sync_result.success = True
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sync_result.message = (
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f"gmail message '{message_id}' already "
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f"sync'd on '{mail_records[0].syncTs} (UTC)'"
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)
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return sync_result
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# Now that we know that we have to fetch the mail from GMail:
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client_response = await mail_client.get_message(
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tokens = google_tokens,
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message_id = message_id,
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return_raw = False
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)
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# If we didn't get the mail from GMail;
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if not client_response.success:
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sync_result.message = f"gmail (messageId: '{message_id}'): {client_response.message}"
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return sync_result
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# HANDLE ATTACHMENTS HERE:
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client_response.data["payload"] = self.drop_attachments(client_response.data["payload"])
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# Now we structure the message into the model:
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mail_message = CoreMessageModel(
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ts = client_response.data["ts"],
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syncTs = date_time.get_current_utc_date_time(as_string = False),
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tokenId = auth_token.authTokenId,
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serviceType = auth_token.serviceType,
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client = auth_token.client,
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clientMessageId = message_id,
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clientThreadId = client_response.data["threadId"],
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isSent = False,
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isBroadcast = False,
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sentSuccessfully = False,
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sender = client_response.data["from"][0]["name"],
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chat = None,
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message = client_response.data,
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snippet = client_response.data["subject"],
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aiSnippet = None,
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tags = ["Email", "Gmail"]
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)
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# Give a quick indicator of whether this mail is an inbox mail or sent mail:
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all_recipients = []
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for field in ["to", "cc", "bcc"]: all_recipients += [item["email"] for item in client_response.data[field]]
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if google_tokens.email in all_recipients: mail_message.isSent = False
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else: mail_message.isSent = True
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# Invoke the LLM:
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try:
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ai_snippet = await self.summarize_mail_with_ai(
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mongo_conn = mongo_conn,
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user_info = user_info,
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llm = llm,
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message = mail_message,
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prompt_template = self.PROMPT_TEMPLATE
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)
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ai_json = ai_snippet.json
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mail_message.aiSnippet = ai_snippet.summary
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mail_message.aiSnippet["output"] = ai_json["summary"]
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if ai_json["senderType"] is not None: mail_message.tags.append(ai_json["senderType"])
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except Exception as exception:
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current_app.printer(exception)
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# Done here:
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sync_result.success = True
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sync_result.mailMessage = mail_message
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return sync_result
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async def __sync_many_gmail(
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self,
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db_conn: AsyncMySQL,
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mongo_conn: AsyncMongo,
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user_info: CoreUserInfoModel,
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auth_token: CoreAuthTokenModel,
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mail_client: AsyncGMailClient,
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llm: CoreLLMController = None,
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force_sync: bool = False,
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start_date: datetime.datetime = None,
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end_date: datetime.datetime = None,
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max_count: int = 100,
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session_token: str = None
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) -> MailSyncManyResults:
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# Start by assuming failure:
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sync_results = MailSyncManyResults()
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# Extract the client's tokens from the full token payload given by the database:
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google_tokens = GoogleAuthTokens(**auth_token.token)
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# Refresh the tokens (if needed):
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tokens_refreshed = await google_tokens.arefresh(
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http_client = current_app.http_client,
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client_id = mail_client.client_id,
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client_secret = mail_client.client_secret
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)
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if tokens_refreshed:
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auth_token.token = google_tokens.model_dump()
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auth_token.lastRefreshTs = date_time.get_current_utc_date_time(as_string = True)
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await self.set_token(
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db_conn = db_conn,
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mongo_conn = mongo_conn,
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token_key = auth_token.key,
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auth_token = auth_token,
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session_token = session_token
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)
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# Let's build the query to send to Google:
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sub_queries = []
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if start_date: sub_queries.append(start_date.strftime("after:%Y/%m/%d"))
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if end_date: sub_queries.append((end_date + datetime.timedelta(days = 1)).strftime("before:%Y/%m/%d"))
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query_string = " ".join(sub_queries)
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# Let's enlist all the mails that fall in the date range:
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client_response = await mail_client.list_messages(
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tokens = google_tokens,
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max_count = max_count,
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query = query_string
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)
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if not client_response.success:
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sync_results.message = f"gmail: {client_response.message}"
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return sync_results
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messages_list = client_response.data["messages"]
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# Now, for every mail in the list, we fetch the mail and note the results:
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tasks = [
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self.__sync_one_gmail(
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mongo_conn = mongo_conn,
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user_info = user_info,
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auth_token = auth_token,
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mail_client = mail_client,
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google_tokens = google_tokens,
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message_id = v["id"],
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llm = llm,
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force_sync = force_sync
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) for v in messages_list.values()
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]
|
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individual_sync_results = await asyncio.gather(*tasks)
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|
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# Now we create operations for each mail,
|
|
# and maintain success/failure counters:
|
|
sync_results.totalCount = len(individual_sync_results)
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mongo_operations = []
|
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for result in individual_sync_results:
|
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if result.success: sync_results.successCount += 1
|
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else: sync_results.failureCount += 1
|
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if result.mailMessage:
|
|
replacement_json = result.mailMessage.model_dump()
|
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replacement_json.pop("_id", None)
|
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mongo_operations.append(
|
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ReplaceOne(
|
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filter = {
|
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"tokenId": ObjectId(auth_token.authTokenId),
|
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"serviceType": auth_token.serviceType,
|
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"client": auth_token.client,
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"clientMessageId": result.mailMessage.clientMessageId
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},
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replacement = replacement_json,
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upsert = True
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)
|
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)
|
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|
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# Make the bulk insert operation:
|
|
if mongo_operations:
|
|
sync_count = await current_app.core_message_controller.bulk_write(
|
|
mongo_conn = mongo_conn,
|
|
mongo_operations = mongo_operations
|
|
)
|
|
|
|
# Apply the labels to the read messages:
|
|
try:
|
|
client_response = await mail_client.modify_messages(
|
|
tokens = google_tokens,
|
|
message_ids = [v["id"] for v in messages_list.values()],
|
|
add_label_ids = [google_tokens.labels.get("TCAOFF", {}).get("id")]
|
|
)
|
|
except Exception as exception:
|
|
pass
|
|
|
|
# Done here:
|
|
sync_results.message = f"{sync_results.successCount}/{sync_results.totalCount} mail(s) sync'd from gmail"
|
|
return sync_results
|
|
|
|
async def sync(
|
|
self,
|
|
db_conn: AsyncMySQL,
|
|
mongo_conn: AsyncMongo,
|
|
user_info: CoreUserInfoModel,
|
|
token_key: ObjectId | str,
|
|
llm: CoreLLMController = None,
|
|
force_sync: bool = False,
|
|
start_date: datetime.datetime = None,
|
|
end_date: datetime.datetime = None,
|
|
max_count: int = 100,
|
|
session_token: str = None
|
|
) -> MailSyncManyResults:
|
|
|
|
# Start by assuming failure:
|
|
sync_results = MailSyncManyResults()
|
|
|
|
# ┏┓ ┓ ┏┳┓ ┓
|
|
# ┣ ┏┓╋┏┣┓ ┃ ┏┓┃┏┏┓┏┓┏
|
|
# ┻ ┗ ┗┗┛┗ ┻ ┗┛┛┗┗ ┛┗┛
|
|
|
|
# We first load the authorization tokens:
|
|
auth_token = await self.get_token_from_key(
|
|
mongo_conn = mongo_conn,
|
|
token_key = token_key,
|
|
)
|
|
|
|
# If we failed to load the authorization tokens:
|
|
if not auth_token:
|
|
sync_results.message = f"no such token key"
|
|
return sync_results
|
|
|
|
# ┏┓ ┏┓┳┳┓ •┓
|
|
# ┣ ┏┓┏┓ ┃┓┃┃┃┏┓┓┃
|
|
# ┻ ┗┛┛ ┗┛┛ ┗┗┻┗┗
|
|
|
|
if auth_token.client == "gmail":
|
|
return await self.__sync_many_gmail(
|
|
db_conn = db_conn,
|
|
mongo_conn = mongo_conn,
|
|
user_info = user_info,
|
|
auth_token = auth_token,
|
|
mail_client = current_app.gmail_client,
|
|
llm = llm,
|
|
force_sync = force_sync,
|
|
start_date = start_date,
|
|
end_date = end_date,
|
|
max_count = max_count,
|
|
session_token = session_token,
|
|
)
|
|
|
|
# ┳ ┓• ┓ ┏┓┓•
|
|
# ┃┏┓┓┏┏┓┃┓┏┫ ┃ ┃┓┏┓┏┓╋
|
|
# ┻┛┗┗┛┗┻┗┗┗┻ ┗┛┗┗┗ ┛┗┗
|
|
|
|
# If we haven't been able to sync mail due to not entering any 'if' condition:
|
|
sync_results.message = f"no such mail client '{auth_token.client}'"
|
|
return sync_results
|
|
|
|
# ┏┓ ┓ ┳┳┓
|
|
# ┗┓┏┓┏┓┏┫ ┃┃┃┏┓┏┏┏┓┏┓┏┓┏
|
|
# ┗┛┗ ┛┗┗┻ ┛ ┗┗ ┛┛┗┻┗┫┗ ┛
|
|
# ┛
|
|
|
|
async def __send_one_gmail(
|
|
self,
|
|
db_conn: AsyncMySQL,
|
|
mongo_conn: AsyncMongo,
|
|
user_info: CoreUserInfoModel,
|
|
token_key: ObjectId | str,
|
|
inbound_data: MailSendRequestData,
|
|
inbound_files: dict,
|
|
llm: CoreLLMController = None,
|
|
session_token: str = None
|
|
) -> MailSendOneResult:
|
|
|
|
# Start by assuming failure:
|
|
sync_results = MailSendOneResult()
|
|
|
|
# ┏┓ ┏┳┓┓ ┳┳┓
|
|
# ┃ ┏┓┏┓┏╋┏┓┓┏┓┏┏╋ ┃ ┣┓┏┓ ┃┃┃┏┓┏┏┏┓┏┓┏┓
|
|
# ┗┛┗┛┛┗┛┗┛ ┗┻┛┗┗┗ ┻ ┛┗┗ ┛ ┗┗ ┛┛┗┻┗┫┗
|
|
# ┛
|
|
|
|
gmail_message = None
|
|
|
|
async def send_one_mail(
|
|
self,
|
|
db_conn: AsyncMySQL,
|
|
mongo_conn: AsyncMongo,
|
|
user_info: CoreUserInfoModel,
|
|
token_key: ObjectId | str,
|
|
inbound_data: MailSendRequestData,
|
|
inbound_files: dict,
|
|
llm: CoreLLMController = None,
|
|
session_token: str = None
|
|
) -> MailSendOneResult:
|
|
|
|
# Start by assuming failure:
|
|
sync_results = MailSendOneResult()
|
|
|
|
# ┏┓ ┓ ┏┳┓ ┓
|
|
# ┣ ┏┓╋┏┣┓ ┃ ┏┓┃┏┏┓┏┓┏
|
|
# ┻ ┗ ┗┗┛┗ ┻ ┗┛┛┗┗ ┛┗┛
|
|
|
|
# We first load the authorization tokens:
|
|
auth_token = await self.get_token_from_key(
|
|
mongo_conn = mongo_conn,
|
|
token_key = token_key,
|
|
)
|
|
|
|
# If we failed to load the authorization tokens:
|
|
if not auth_token:
|
|
sync_results.message = f"no such token key"
|
|
return sync_results
|
|
|
|
# ┏┓ ┏┓┳┳┓ •┓
|
|
# ┣ ┏┓┏┓ ┃┓┃┃┃┏┓┓┃
|
|
# ┻ ┗┛┛ ┗┛┛ ┗┗┻┗┗
|
|
|
|
# if auth_token.client == "gmail":
|
|
# return await self.__send_one_gmail(
|
|
# db_conn = db_conn,
|
|
# mongo_conn = mongo_conn,
|
|
# user_info = user_info,
|
|
# auth_token = auth_token,
|
|
# mail_client = current_app.gmail_client,
|
|
# llm = llm,
|
|
# force_sync = force_sync,
|
|
# start_date = start_date,
|
|
# end_date = end_date,
|
|
# max_count = max_count,
|
|
# session_token = session_token,
|
|
# )
|
|
|
|
# ┳ ┓• ┓ ┏┓┓•
|
|
# ┃┏┓┓┏┏┓┃┓┏┫ ┃ ┃┓┏┓┏┓╋
|
|
# ┻┛┗┗┛┗┻┗┗┗┻ ┗┛┗┗┗ ┛┗┗
|
|
|
|
# If we haven't been able to sync mail due to not entering any 'if' condition:
|
|
sync_results.message = f"no such mail client '{auth_token.client}'"
|
|
return sync_results
|
|
|
|
# ┓ • ┏┓ ┏┓ ┳┳┓
|
|
# ┃ ┓┏╋ ┣╋ ┃┓┏┓╋ ┃┃┃┏┓┏┏┏┓┏┓┏┓┏
|
|
# ┗┛┗┛┗ ┗┻ ┗┛┗ ┗ ┛ ┗┗ ┛┛┗┻┗┫┗ ┛
|
|
# ┛
|
|
|
|
# These are simply for retrieving mails. You need to already have them sync'd to the database. These methods don't
|
|
# fetch the mails from the third-party clients.
|
|
|
|
@staticmethod
|
|
async def list_mails(
|
|
mongo_conn: AsyncMongo,
|
|
token_ids: List[ObjectId | str],
|
|
limit: int = 100,
|
|
skip: int = 0,
|
|
additional_filter: dict = None
|
|
) -> List[CoreMessageModel] | None:
|
|
|
|
# Regardless of what additional filter is provided from outside,
|
|
# we add a mail-selecting filter here:
|
|
if additional_filter is None: additional_filter = {}
|
|
additional_filter["serviceType"] = "email"
|
|
|
|
# Simply call the core model:
|
|
return await current_app.core_message_controller.get_previews(
|
|
mongo_conn = mongo_conn,
|
|
token_ids = token_ids,
|
|
limit = limit,
|
|
skip = skip,
|
|
additional_filter = additional_filter
|
|
)
|
|
|
|
@staticmethod
|
|
async def get_one_mail(
|
|
mongo_conn: AsyncMongo,
|
|
message_id: ObjectId | str
|
|
) -> CoreMessageModel | None:
|
|
|
|
# Simply call the core model:
|
|
return await current_app.core_message_controller.get_message(
|
|
mongo_data_conn = mongo_conn,
|
|
message_id = message_id
|
|
)
|
|
|
|
# ┳┳ ┓
|
|
# ┃┃┏┓┏┫┏┓╋┏┓
|
|
# ┗┛┣┛┗┻┗┻┗┗
|
|
# ┛
|
|
|
|
@staticmethod
|
|
async def update_tags(
|
|
mongo_conn: AsyncMongo,
|
|
message_id: ObjectId | str,
|
|
unset_tags: List[str] = None,
|
|
set_tags: List[str] = None
|
|
) -> bool:
|
|
|
|
# Simply call the core model:
|
|
return await current_app.core_message_controller.update_tags(
|
|
mongo_conn = mongo_conn,
|
|
message_id = message_id,
|
|
unset_tags = unset_tags,
|
|
set_tags = set_tags
|
|
)
|
|
|
|
|
|
# *****************************************************************************************************************
|
|
# ***** ****
|
|
# *** MAIN PROGRAM ***
|
|
# ***** ****
|
|
# *****************************************************************************************************************
|
|
|
|
|
|
if __name__ == "__main__":
|
|
|
|
pass
|
|
|
|
# from utils_v2.string import json
|
|
#
|
|
# file_options = [
|
|
# r"/home/developer/Downloads/recursive parts parse - 20241210.json",
|
|
# r"/home/developer/Downloads/recursive parts parse (no attachment) - 20241210.json",
|
|
# ]
|
|
#
|
|
# raw_mail_json = json.from_file(file_options[1])
|
|
# print("FROM FILE:", json.to_string(raw_mail_json["payload"]))
|
|
# print("\n\n---------\n\n")
|
|
# mail_controller = MailController()
|
|
# print(json.to_string(mail_controller.drop_attachments(raw_mail_json["payload"])))
|