-
Notifications
You must be signed in to change notification settings - Fork 0
Expand file tree
/
Copy pathdata_layer.py
More file actions
179 lines (152 loc) · 6.76 KB
/
data_layer.py
File metadata and controls
179 lines (152 loc) · 6.76 KB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
try:
from sqlalchemy.orm import declarative_base, relationship, mapped_column
from sqlalchemy import String, Text, ForeignKey, Boolean, Integer
from sqlalchemy.ext.asyncio import create_async_engine
from sqlalchemy.types import TypeDecorator
except ImportError as e:
raise ImportError(
"This module requires 'sqlalchemy' and 'ulid-py'. "
"Install them with: pip install codetide[agents-ui]"
) from e
from datetime import datetime
from sqlalchemy import Select
from ulid import ulid
import asyncio
import json
# SQLite-compatible JSON and UUID types
class GUID(TypeDecorator):
impl = String
def process_bind_param(self, value, dialect):
if value is None:
return None
return str(value)
def process_result_value(self, value, dialect):
return value
class JSONEncodedDict(TypeDecorator):
impl = Text
def process_bind_param(self, value, dialect):
return json.dumps(value) if value is not None else None
def process_result_value(self, value, dialect):
return json.loads(value) if value is not None else None
class JSONEncodedList(TypeDecorator):
impl = Text
def process_bind_param(self, value, dialect):
return json.dumps(value) if value is not None else None
def process_result_value(self, value, dialect):
return json.loads(value) if value is not None else None
Base = declarative_base()
class User(Base):
__tablename__ = "users"
id = mapped_column(GUID, primary_key=True, default=ulid)
identifier = mapped_column(Text, unique=True, nullable=False)
user_metadata = mapped_column("metadata", JSONEncodedDict, nullable=False)
createdAt = mapped_column(Text, default=lambda: datetime.utcnow().isoformat())
class Thread(Base):
__tablename__ = "threads"
id = mapped_column(GUID, primary_key=True, default=ulid)
createdAt = mapped_column(Text, default=lambda: datetime.utcnow().isoformat())
name = mapped_column(Text)
userId = mapped_column(GUID, ForeignKey("users.id", ondelete="CASCADE"))
userIdentifier = mapped_column(Text)
tags = mapped_column(JSONEncodedList)
user_metadata = mapped_column("metadata", JSONEncodedDict)
user = relationship("User", backref="threads")
class Step(Base):
__tablename__ = "steps"
id = mapped_column(GUID, primary_key=True, default=ulid)
name = mapped_column(Text, nullable=False)
type = mapped_column(Text, nullable=False)
threadId = mapped_column(GUID, ForeignKey("threads.id", ondelete="CASCADE"), nullable=False)
parentId = mapped_column(GUID)
streaming = mapped_column(Boolean, nullable=False)
waitForAnswer = mapped_column(Boolean)
isError = mapped_column(Boolean)
user_metadata = mapped_column("metadata", JSONEncodedDict)
tags = mapped_column(JSONEncodedList)
input = mapped_column(Text)
output = mapped_column(Text)
createdAt = mapped_column(Text, default=lambda: datetime.utcnow().isoformat())
command = mapped_column(Text)
start = mapped_column(Text)
end = mapped_column(Text)
generation = mapped_column(JSONEncodedDict)
showInput = mapped_column(Text)
language = mapped_column(Text)
indent = mapped_column(Integer)
defaultOpen = mapped_column(Boolean, default=False)
class Element(Base):
__tablename__ = "elements"
id = mapped_column(GUID, primary_key=True, default=ulid)
threadId = mapped_column(GUID, ForeignKey("threads.id", ondelete="CASCADE"))
type = mapped_column(Text)
url = mapped_column(Text)
chainlitKey = mapped_column(Text)
name = mapped_column(Text, nullable=False)
display = mapped_column(Text)
objectKey = mapped_column(Text)
size = mapped_column(Text)
page = mapped_column(Integer)
language = mapped_column(Text)
forId = mapped_column(GUID)
mime = mapped_column(Text)
props = mapped_column(JSONEncodedDict)
class Feedback(Base):
__tablename__ = "feedbacks"
id = mapped_column(GUID, primary_key=True, default=ulid)
forId = mapped_column(GUID, nullable=False)
threadId = mapped_column(GUID, ForeignKey("threads.id", ondelete="CASCADE"), nullable=False)
value = mapped_column(Integer, nullable=False)
comment = mapped_column(Text)
# class AsyncMessageDB:
# def __init__(self, db_path: str):
# self.db_url = f"sqlite+aiosqlite:///{db_path}"
# self.engine = create_async_engine(self.db_url, echo=False)
# self.async_session = async_sessionmaker(bind=self.engine, class_=AsyncSession, expire_on_commit=False)
# async def init_db(self):
# async with self.engine.begin() as conn:
# await conn.run_sync(Base.user_metadata.create_all)
# async def create_chat(self, name: str) -> Chat:
# async with self.async_session() as session:
# chat = Chat(name=name)
# session.add(chat)
# await session.commit()
# await session.refresh(chat)
# return chat
# async def add_message(self, chat_id: str, role: str, content: str) -> Message:
# async with self.async_session() as session:
# message = Message(chat_id=chat_id, role=role, content=content)
# session.add(message)
# await session.commit()
# await session.refresh(message)
# return message
# async def get_messages_for_chat(self, chat_id: str) -> List[Message]:
# async with self.async_session() as session:
# result = await session.execute(
# select(Message).where(Message.chat_id == chat_id).order_by(Message.timestamp)
# )
# return result.scalars().all()
# async def list_chats(self) -> List[Chat]:
# async with self.async_session() as session:
# result = await session.execute(select(Chat).order_by(Chat.name))
# return result.scalars().all()
# async def main():
# db = AsyncMessageDB(str(Path(os.path.abspath(__file__)).parent / "my_messages.db"))
# await db.init_db()
# chat = await db.create_chat("My First Chat")
# await db.add_message(chat.id, "user", "Hello Assistant!")
# await db.add_message(chat.id, "assistant", "Hello, how can I help you?")
# print(f"Messages for chat '{chat.name}':")
# messages = await db.get_messages_for_chat(chat.id)
# for msg in messages:
# print(f"[{msg.timestamp}] {msg.role.upper()}: {msg.content}")
# print("\nAll chats:")
# chats = await db.list_chats()
# for c in chats:
# print(f"{c.id} — {c.name}")
async def init_db(path: str):
from sqlalchemy.ext.asyncio import async_sessionmaker, AsyncSession
engine = create_async_engine(f"sqlite+aiosqlite:///{path}")
async with engine.begin() as conn:
await conn.run_sync(Base.metadata.create_all)
if __name__ == "__main__":
asyncio.run(init_db("database.db"))