autogen/python/packages/autogen-studio/autogenstudio/datamodel/db.py

166 lines
6.3 KiB
Python

# defines how core data types in autogenstudio are serialized and stored in the database
from datetime import datetime
from enum import Enum
from typing import List, Optional, Union
from autogen_core import ComponentModel
from pydantic import ConfigDict, SecretStr
from sqlalchemy import ForeignKey, Integer, String
from sqlmodel import JSON, Column, DateTime, Field, SQLModel, func
from .types import (
GalleryComponents,
GalleryConfig,
GalleryMetadata,
MessageConfig,
MessageMeta,
SettingsConfig,
TeamResult,
)
class Team(SQLModel, table=True):
__table_args__ = {"sqlite_autoincrement": True}
id: Optional[int] = Field(default=None, primary_key=True)
created_at: datetime = Field(
default_factory=datetime.now,
sa_column=Column(DateTime(timezone=True), server_default=func.now()),
) # pylint: disable=not-callable
updated_at: datetime = Field(
default_factory=datetime.now,
sa_column=Column(DateTime(timezone=True), onupdate=func.now()),
) # pylint: disable=not-callable
user_id: Optional[str] = None
version: Optional[str] = "0.0.1"
component: Union[ComponentModel, dict] = Field(sa_column=Column(JSON))
class Message(SQLModel, table=True):
__table_args__ = {"sqlite_autoincrement": True}
id: Optional[int] = Field(default=None, primary_key=True)
created_at: datetime = Field(
default_factory=datetime.now,
sa_column=Column(DateTime(timezone=True), server_default=func.now()),
) # pylint: disable=not-callable
updated_at: datetime = Field(
default_factory=datetime.now,
sa_column=Column(DateTime(timezone=True), onupdate=func.now()),
) # pylint: disable=not-callable
user_id: Optional[str] = None
version: Optional[str] = "0.0.1"
config: Union[MessageConfig, dict] = Field(
default_factory=lambda: MessageConfig(source="", content=""), sa_column=Column(JSON)
)
session_id: Optional[int] = Field(
default=None, sa_column=Column(Integer, ForeignKey("session.id", ondelete="NO ACTION"))
)
run_id: Optional[int] = Field(default=None, sa_column=Column(Integer, ForeignKey("run.id", ondelete="CASCADE")))
message_meta: Optional[Union[MessageMeta, dict]] = Field(default={}, sa_column=Column(JSON))
class Session(SQLModel, table=True):
__table_args__ = {"sqlite_autoincrement": True}
id: Optional[int] = Field(default=None, primary_key=True)
created_at: datetime = Field(
default_factory=datetime.now,
sa_column=Column(DateTime(timezone=True), server_default=func.now()),
) # pylint: disable=not-callable
updated_at: datetime = Field(
default_factory=datetime.now,
sa_column=Column(DateTime(timezone=True), onupdate=func.now()),
) # pylint: disable=not-callable
user_id: Optional[str] = None
version: Optional[str] = "0.0.1"
team_id: Optional[int] = Field(default=None, sa_column=Column(Integer, ForeignKey("team.id", ondelete="CASCADE")))
name: Optional[str] = None
class RunStatus(str, Enum):
CREATED = "created"
ACTIVE = "active"
COMPLETE = "complete"
ERROR = "error"
STOPPED = "stopped"
class Run(SQLModel, table=True):
"""Represents a single execution run within a session"""
__table_args__ = {"sqlite_autoincrement": True}
id: Optional[int] = Field(default=None, primary_key=True)
created_at: datetime = Field(
default_factory=datetime.now, sa_column=Column(DateTime(timezone=True), server_default=func.now())
)
updated_at: datetime = Field(
default_factory=datetime.now, sa_column=Column(DateTime(timezone=True), onupdate=func.now())
)
session_id: Optional[int] = Field(
default=None, sa_column=Column(Integer, ForeignKey("session.id", ondelete="CASCADE"), nullable=False)
)
status: RunStatus = Field(default=RunStatus.CREATED)
# Store the original user task
task: Union[MessageConfig, dict] = Field(
default_factory=lambda: MessageConfig(source="", content=""), sa_column=Column(JSON)
)
# Store TeamResult which contains TaskResult
team_result: Union[TeamResult, dict] = Field(default=None, sa_column=Column(JSON))
error_message: Optional[str] = None
version: Optional[str] = "0.0.1"
messages: Union[List[Message], List[dict]] = Field(default_factory=list, sa_column=Column(JSON))
model_config = ConfigDict(json_encoders={datetime: lambda v: v.isoformat()}) # type: ignore[call-arg]
user_id: Optional[str] = None
class Gallery(SQLModel, table=True):
__table_args__ = {"sqlite_autoincrement": True}
id: Optional[int] = Field(default=None, primary_key=True)
created_at: datetime = Field(
default_factory=datetime.now,
sa_column=Column(DateTime(timezone=True), server_default=func.now()),
) # pylint: disable=not-callable
updated_at: datetime = Field(
default_factory=datetime.now,
sa_column=Column(DateTime(timezone=True), onupdate=func.now()),
) # pylint: disable=not-callable
user_id: Optional[str] = None
version: Optional[str] = "0.0.1"
config: Union[GalleryConfig, dict] = Field(
default_factory=lambda: GalleryConfig(
id="",
name="",
metadata=GalleryMetadata(author="", version=""),
components=GalleryComponents(agents=[], models=[], tools=[], terminations=[], teams=[]),
),
sa_column=Column(JSON),
)
model_config = ConfigDict(
json_encoders={
datetime: lambda v: v.isoformat(),
SecretStr: lambda v: v.get_secret_value(), # Add this line
}
) # type: ignore[call-arg]
class Settings(SQLModel, table=True):
__table_args__ = {"sqlite_autoincrement": True}
id: Optional[int] = Field(default=None, primary_key=True)
created_at: datetime = Field(
default_factory=datetime.now,
sa_column=Column(DateTime(timezone=True), server_default=func.now()),
) # pylint: disable=not-callable
updated_at: datetime = Field(
default_factory=datetime.now,
sa_column=Column(DateTime(timezone=True), onupdate=func.now()),
) # pylint: disable=not-callable
user_id: Optional[str] = None
version: Optional[str] = "0.0.1"
config: Union[SettingsConfig, dict] = Field(default_factory=SettingsConfig, sa_column=Column(JSON))