-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathmodels.py
321 lines (277 loc) · 11.4 KB
/
models.py
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
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
# models.py
from sqlalchemy.ext.asyncio import AsyncSession, create_async_engine
from sqlalchemy.orm import declarative_base, sessionmaker, relationship
from sqlalchemy import Column, Integer, String, Boolean, DateTime, ForeignKey, Float, Text, Index, text, event
from sqlalchemy.dialects.postgresql import JSON
from quart_auth import AuthUser
from datetime import datetime, timezone
from werkzeug.security import generate_password_hash, check_password_hash
from urllib.parse import urlparse
import uuid
import os
from contextlib import asynccontextmanager
from dotenv import load_dotenv
import logging
# Configure SQLAlchemy logging before anything else
def configure_sqlalchemy_logging():
"""Configure SQLAlchemy to minimize logging output"""
for logger_name in [
'sqlalchemy',
'sqlalchemy.engine',
'sqlalchemy.engine.base.Engine',
'sqlalchemy.dialects',
'sqlalchemy.pool',
'sqlalchemy.orm',
'sqlalchemy.engine.base',
'sqlalchemy.engine.impl',
'sqlalchemy.engine.logger',
]:
logger = logging.getLogger(logger_name)
logger.setLevel(logging.ERROR)
logger.propagate = False
# Remove any existing handlers
for handler in logger.handlers[:]:
logger.removeHandler(handler)
# Call the configuration function before creating the engine
configure_sqlalchemy_logging()
# Load environment variables
load_dotenv(override=True)
db_url = os.getenv("DATABASE_URL")
if not db_url:
raise ValueError("DATABASE_URL environment variable is not set")
# Create async engine with logging disabled
engine = create_async_engine(
db_url,
echo=False,
echo_pool=False,
pool_pre_ping=True,
pool_size=2, # Reduced from 5
max_overflow=3, # Reduced from 10
pool_timeout=30,
pool_recycle=1800, # Add connection recycling every 30 minutes
logging_name=None,
hide_parameters=True,
pool_logging_name=None,
future=True
)
# Create async session factory
async_session = sessionmaker(
engine,
class_=AsyncSession,
expire_on_commit=False
)
# Create declarative base
Base = declarative_base()
# Session context manager
@asynccontextmanager
async def get_session():
async with async_session() as session:
try:
yield session
await session.commit()
except Exception as e:
await session.rollback()
raise
finally:
await session.close()
# Test the database connection
async def test_db_connection():
try:
async with engine.connect() as conn:
result = await conn.execute(text("SELECT version()"))
version = result.fetchone()[0]
print(f"Database connection successful! PostgreSQL version: {version}")
await conn.commit()
return True
except Exception as e:
print(f"Database connection error: {str(e)}")
return False
finally:
await engine.dispose()
class Folder(Base):
__tablename__ = 'folder'
id = Column(Integer, primary_key=True)
title = Column(String(120), nullable=False)
conversations = relationship('Conversation', backref='folder', lazy='selectin')
class Conversation(Base):
__tablename__ = 'conversation'
id = Column(Integer, primary_key=True)
title = Column(String)
history = Column(JSON)
token_count = Column(Integer, default=0)
folder_id = Column(Integer, ForeignKey('folder.id'), nullable=True)
user_id = Column(Integer, ForeignKey('user.id'), nullable=True)
created_at = Column(DateTime, default=lambda: datetime.now(timezone.utc))
updated_at = Column(DateTime, default=lambda: datetime.now(timezone.utc),
onupdate=lambda: datetime.now(timezone.utc))
model_name = Column(String(120))
sentiment = Column(String(120))
tags = Column(String(120))
language = Column(String(120))
status = Column(String(120))
rating = Column(Integer)
confidence = Column(Float)
intent = Column(String(120))
entities = Column(JSON)
temperature = Column(Float)
prompt_template = Column(String(500))
vector_search_results = Column(JSON)
generated_search_queries = Column(JSON)
web_search_results = Column(JSON)
def __repr__(self):
return f'<Conversation {self.title}>'
def to_dict(self):
return {
'id': self.id,
'title': self.title,
'history': self.history,
'token_count': self.token_count,
'folder_id': self.folder_id,
'user_id': self.user_id,
'created_at': self.created_at.isoformat() if self.created_at else None,
'updated_at': self.updated_at.isoformat() if self.updated_at else None,
'model_name': self.model_name,
'sentiment': self.sentiment,
'tags': self.tags,
'language': self.language,
'status': self.status,
'rating': self.rating,
'confidence': self.confidence,
'intent': self.intent,
'entities': self.entities,
'temperature': self.temperature,
'prompt_template': self.prompt_template,
'vector_search_results': self.vector_search_results,
'generated_search_queries': self.generated_search_queries,
'web_search_results': self.web_search_results,
}
class User(Base):
__tablename__ = 'user'
id = Column(Integer, primary_key=True)
username = Column(String(80), unique=True, nullable=False)
email = Column(String(120), unique=True, nullable=False)
password_hash = Column(String(128))
is_admin = Column(Boolean, default=False)
status = Column(String(20), default="Pending")
created_at = Column(DateTime, default=lambda: datetime.now(timezone.utc))
updated_at = Column(DateTime, onupdate=lambda: datetime.now(timezone.utc))
last_login = Column(DateTime)
conversations = relationship('Conversation', backref='user', lazy='selectin')
def __repr__(self):
return f'<User {self.username}>'
def set_password(self, password):
self.password_hash = generate_password_hash(password)
def check_password(self, password):
return check_password_hash(self.password_hash, password)
def to_dict(self):
return {
'id': self.id,
'username': self.username,
'email': self.email,
'is_admin': self.is_admin,
'status': self.status,
'created_at': self.created_at.isoformat() if self.created_at else None,
'updated_at': self.updated_at.isoformat() if self.updated_at else None,
'last_login': self.last_login.isoformat() if self.last_login else None
}
class UserUsage(Base):
__tablename__ = 'user_usage'
id = Column(Integer, primary_key=True)
user_id = Column(Integer, ForeignKey('user.id'))
api_used = Column(String(50))
tokens_used = Column(Integer)
session_start = Column(DateTime, default=lambda: datetime.now(timezone.utc))
session_end = Column(DateTime, default=lambda: datetime.now(timezone.utc))
cost = Column(Float)
user = relationship('User', backref='usage')
class SystemMessage(Base):
__tablename__ = 'system_message'
id = Column(Integer, primary_key=True)
name = Column(String(120), nullable=False)
content = Column(Text, nullable=False)
description = Column(Text)
model_name = Column(String(120))
temperature = Column(Float)
created_by = Column(Integer, ForeignKey('user.id'))
created_at = Column(DateTime, default=lambda: datetime.now(timezone.utc))
updated_at = Column(DateTime, default=lambda: datetime.now(timezone.utc),
onupdate=lambda: datetime.now(timezone.utc))
source_config = Column(JSON)
enable_web_search = Column(Boolean, default=False)
uploaded_files = relationship('UploadedFile', back_populates='system_message',
cascade='all, delete-orphan')
creator = relationship('User', backref='created_system_messages')
def __repr__(self):
return f'<SystemMessage {self.name}>'
def to_dict(self):
return {
'id': self.id,
'name': self.name,
'content': self.content,
'description': self.description,
'model_name': self.model_name,
'temperature': self.temperature,
'created_by': self.created_by,
'created_at': self.created_at.isoformat() if self.created_at else None,
'updated_at': self.updated_at.isoformat() if self.updated_at else None,
'source_config': self.source_config,
'enable_web_search': self.enable_web_search,
}
class Website(Base):
__tablename__ = 'website'
id = Column(Integer, primary_key=True)
url = Column(String(2048), nullable=False)
site_metadata = Column(JSON)
system_message_id = Column(Integer, ForeignKey('system_message.id', ondelete='CASCADE'),
nullable=False)
indexed_at = Column(DateTime)
indexing_status = Column(String(50), default='Pending')
last_error = Column(Text)
indexing_frequency = Column(Integer, nullable=True, default=None)
created_at = Column(DateTime, default=lambda: datetime.now(timezone.utc))
updated_at = Column(DateTime, default=lambda: datetime.now(timezone.utc),
onupdate=lambda: datetime.now(timezone.utc))
system_message = relationship('SystemMessage', backref='websites')
# Add index for URL field
__table_args__ = (Index('idx_website_url', url),)
def __repr__(self):
return f'<Website {self.url}>'
def to_dict(self):
return {
'id': self.id,
'url': self.url,
'site_metadata': self.site_metadata,
'indexing_status': self.indexing_status,
'indexed_at': self.indexed_at.isoformat() if self.indexed_at else None,
'last_error': self.last_error,
'indexing_frequency': self.indexing_frequency,
'created_at': self.created_at.isoformat() if self.created_at else None,
'updated_at': self.updated_at.isoformat() if self.updated_at else None
}
class UploadedFile(Base):
__tablename__ = 'uploaded_file'
id = Column(String(36), primary_key=True, default=lambda: str(uuid.uuid4()))
user_id = Column(Integer, ForeignKey('user.id'), nullable=False)
original_filename = Column(String(255), nullable=False)
file_path = Column(String(255), nullable=False)
processed_text_path = Column(String(255))
upload_timestamp = Column(DateTime, default=lambda: datetime.now(timezone.utc))
file_size = Column(Integer)
mime_type = Column(String(100))
system_message_id = Column(Integer, ForeignKey('system_message.id'), nullable=False)
user = relationship('User', backref='uploaded_files')
system_message = relationship('SystemMessage', back_populates='uploaded_files')
def __repr__(self):
return f'<UploadedFile {self.original_filename}>'
def to_dict(self):
return {
'id': self.id,
'user_id': self.user_id,
'original_filename': self.original_filename,
'file_path': self.file_path,
'processed_text_path': self.processed_text_path,
'upload_timestamp': self.upload_timestamp.isoformat() if self.upload_timestamp else None,
'file_size': self.file_size,
'mime_type': self.mime_type,
'system_message_id': self.system_message_id
}