Files
api_utils_converse_v2/models/core/message.py
T

292 lines
9.9 KiB
Python

"""
AUTHOR:
Khushal P Soonderji
DATE:
Saturday, 7th Dec., 2024.
OBJECTIVE:
To define how messages will be stored in the database.
REFERENCES:
N/A
DOWNLOADS:
N/A
"""
# *****************************************************************************************************************
# ***** ****
# *** IMPORT ***
# ***** ****
# *****************************************************************************************************************
# To make sibling directories accessible for imports:
import sys
sys.path.append(".")
sys.path.append("..")
# For making data behaviour_models:
from pydantic import BaseModel, Field, field_validator, PastDatetime, AwareDatetime, constr
from typing import Optional, Literal, Union, List, Any
# My utils:
from utils_v2.string import regex
from utils_v2.date_time import date_time
# To work with MongoDB:
from bson.objectid import ObjectId
# Data models:
from models.core.ai.llm import LLMOutput
# To work with date and time:
import datetime
# *****************************************************************************************************************
# ***** ****
# *** MACROS / ONE-TIME INIT ***
# ***** ****
# *****************************************************************************************************************
# --- Nothing Yet
# *****************************************************************************************************************
# ***** ****
# *** VARIABLES ***
# ***** ****
# *****************************************************************************************************************
# --- Nothing Yet
# *****************************************************************************************************************
# ***** ****
# *** FUNCTIONS ***
# ***** ****
# *****************************************************************************************************************
class CoreMessageModel(BaseModel):
messageId: ObjectId = Field(
description = "the id of the document in mongodb that holds this information",
frozen = True,
default = None,
alias = "_id"
)
ts: AwareDatetime = Field(
description = "the time (utc) at which this message was sent by the sender",
frozen = True
)
syncTs: AwareDatetime = Field(
description = "the time (utc) at which this message was pulled and stored in your server",
frozen = True,
default_factory = lambda: date_time.get_current_utc_date_time(as_string = False)
)
tokenId: ObjectId = Field(
description = "the id of the auth token that is associated with this message",
frozen = True
)
serviceType: Literal["email", "sms", "chat"] = Field(
description = "the kind of service this message was sent/received from",
frozen = True
)
client: Literal[
"gmail", "outlook", # ...................... Mail Clients
"telegram", "whatsapp", # .................. Chat Clients
"nimbusSmsIndia", "savvyBulkSmsKenya", # ... SMS Clients
] = Field(
description = "the third-part client that was used",
frozen = True
)
clientMessageId: str | int | None = Field(
description = "how the client identifies this message",
frozen = True
)
clientThreadId: str | int | None = Field(
description = "how the client identifies the chat/thread in which this message was sent/received",
frozen = True,
default = None
)
isSent: bool = Field(
description = "to understand whether this message was an incoming message or outgoing message",
frozen = False,
default = False
)
isBroadcast: bool = Field(
description = "to understand if this message was broadcasted or sent one-to-one",
frozen = True,
default = False
)
sentSuccessfully: bool | None = Field(
description = "when a message is an outgoing message, this indicates if the message was send successfully",
frozen = False,
default = False
)
sender: str | None = Field(
description = "the name of the sender; null if you are the sender",
frozen = True
)
chat: str | None = Field(
description = "the name of the chat where the message was exchanged; relevant in chat apps like telegram",
frozen = True
)
message: dict = Field(
description = "the actual content(s) of the message; will differ for each service/client",
frozen = True
)
snippet: str = Field(
description = "a truncated version of the actual textual content of the message",
frozen = False
)
aiSnippet: LLMOutput | dict | None = Field(
description = "holds a short summary generated by an llm",
frozen = False,
default = None
)
tags: List[Any] = Field(
description = "a list of keywords to apply to this file/dir to filter it later",
frozen = False,
default = [],
examples = ["urgent", "otp", "GST"]
)
# ┏┓ ┏•
# ┃ ┏┓┏┓╋┓┏┓
# ┗┛┗┛┛┗┛┗┗┫
# ┛
class Config:
extra = "forbid"
arbitrary_types_allowed = True
def model_dump(self, *args, **kwargs):
return super().model_dump(*args, by_alias = True, **kwargs)
# ┏┓ •
# ┃┃┏┓┏┓┏┓┏┓┏┓╋┓┏┓┏
# ┣┛┛ ┗┛┣┛┗ ┛ ┗┗┗ ┛
# ┛
@property
def full(self):
return {
"messageId": str(self.messageId),
"ts": self.ts.isoformat(),
"serviceType": self.serviceType,
"client": self.client,
"clientMessageId": self.clientMessageId,
"clientThreadId": self.clientThreadId,
"isSent": self.isSent,
"isBroadcast": self.isBroadcast,
"sentSuccessfully": self.sentSuccessfully,
"sender": self.sender,
"chat": self.chat,
"message": self.message,
"snippet": self.snippet,
"aiSnippet": self.aiSnippet,
"tags": self.tags
}
@property
def preview(self):
return {
"messageId": str(self.messageId),
"ts": self.ts.isoformat(),
"serviceType": self.serviceType,
"client": self.client,
"clientMessageId": self.clientMessageId,
"clientThreadId": self.clientThreadId,
"isSent": self.isSent,
"isBroadcast": self.isBroadcast,
"sentSuccessfully": self.sentSuccessfully,
"sender": self.sender,
"chat": self.chat,
"snippet": self.snippet,
"aiSnippet": self.aiSnippet,
"tags": self.tags
}
# ┓┏ ┓• ┓ •
# ┃┃┏┓┃┓┏┫┏┓╋┓┏┓┏┓
# ┗┛┗┻┗┗┗┻┗┻┗┗┗┛┛┗
@field_validator("ts", "syncTs", mode = "before")
def parse_date_time(cls, value):
return date_time.parse_date_time(input_value = value, timezone = date_time.TIMEZONE_UTC)
@field_validator("tokenId", mode = "before")
def parse_oid(cls, value):
try:
if isinstance(value, str):
value = ObjectId(value)
except: pass
return value
@field_validator("tags", mode = "before")
def validate_tags(cls, value):
if value is None: value = []
return value
# *****************************************************************************************************************
# ***** ****
# *** MAIN PROGRAM ***
# ***** ****
# *****************************************************************************************************************
if __name__ == "__main__":
from utils_v2.string import json
message = CoreMessageModel(
ts = date_time.get_current_utc_date_time(as_string = False),
tokenId = "67519cf3a7804fcbc6f12452",
serviceType = "email",
client = "gmail",
clientMessageId = 123,
clientThreadId = 456,
isSent = False,
message = {
"from": "bhopli@gmil.com",
"to": "hello@thecaoffice.com",
"message": "Hello, World!"
},
sender = "Polki",
chat = "T6 Cats",
preview = "Hi, there! How do you do?"
)
print("MESSAGE MODEL:", json.to_string(message.model_dump(), default = str))