Spaces:
Sleeping
Sleeping
Girish Jeswani commited on
Commit ·
6071dfa
1
Parent(s): 6e93148
add better session management
Browse files
multi_llm_chatbot_backend/app/core/session_manager.py
ADDED
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| 1 |
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from typing import Dict, List, Optional, Any
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from datetime import datetime, timedelta
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import uuid
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from dataclasses import dataclass, field
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import asyncio
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from threading import Lock
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@dataclass
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class ConversationContext:
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"""Individual conversation context for a session"""
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session_id: str
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messages: List[dict] = field(default_factory=list)
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uploaded_files: List[str] = field(default_factory=list)
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total_upload_size: int = 0
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metadata: Dict[str, Any] = field(default_factory=dict)
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created_at: datetime = field(default_factory=datetime.now)
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last_accessed: datetime = field(default_factory=datetime.now)
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def append_message(self, role: str, content: str):
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"""Add a message to the conversation"""
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self.messages.append({
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"role": role,
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"content": content,
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"timestamp": datetime.now().isoformat()
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})
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self.last_accessed = datetime.now()
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def get_recent_messages(self, limit: int = 20) -> List[dict]:
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"""Get recent messages with limit"""
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return self.messages[-limit:] if len(self.messages) > limit else self.messages
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def get_messages_by_role(self, role: str) -> List[dict]:
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"""Get all messages from a specific role"""
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return [msg for msg in self.messages if msg['role'] == role]
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def clear_messages(self):
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"""Clear all messages but preserve metadata"""
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self.messages = []
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self.last_accessed = datetime.now()
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def add_uploaded_file(self, filename: str, content: str, file_size: int):
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"""Add uploaded file content to context"""
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self.uploaded_files.append(filename)
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self.total_upload_size += file_size
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self.append_message("document", f"[Uploaded: {filename}]\n{content}")
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def get_context_size(self) -> int:
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"""Calculate total context size in characters"""
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return sum(len(msg['content']) for msg in self.messages)
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class SessionManager:
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"""Thread-safe session manager for handling multiple user conversations"""
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def __init__(self, session_timeout_hours: int = 24, cleanup_interval_minutes: int = 60):
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self.sessions: Dict[str, ConversationContext] = {}
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self.session_timeout = timedelta(hours=session_timeout_hours)
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self.cleanup_interval = timedelta(minutes=cleanup_interval_minutes)
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self.lock = Lock()
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self.last_cleanup = datetime.now()
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def create_session(self) -> str:
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"""Create a new session and return session ID"""
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session_id = str(uuid.uuid4())
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with self.lock:
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self.sessions[session_id] = ConversationContext(session_id=session_id)
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return session_id
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def get_session(self, session_id: Optional[str] = None) -> ConversationContext:
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"""Get existing session or create new one"""
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if not session_id:
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session_id = self.create_session()
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with self.lock:
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if session_id not in self.sessions:
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self.sessions[session_id] = ConversationContext(session_id=session_id)
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session = self.sessions[session_id]
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session.last_accessed = datetime.now()
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# Trigger cleanup if needed
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self._cleanup_expired_sessions()
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return session
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def delete_session(self, session_id: str) -> bool:
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"""Delete a specific session"""
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with self.lock:
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if session_id in self.sessions:
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del self.sessions[session_id]
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return True
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return False
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def get_active_session_count(self) -> int:
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"""Get number of active sessions"""
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with self.lock:
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return len(self.sessions)
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def _cleanup_expired_sessions(self):
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"""Remove expired sessions (called periodically)"""
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now = datetime.now()
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# Only run cleanup periodically to avoid overhead
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if now - self.last_cleanup < self.cleanup_interval:
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return
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expired_sessions = []
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for session_id, session in self.sessions.items():
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if now - session.last_accessed > self.session_timeout:
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expired_sessions.append(session_id)
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for session_id in expired_sessions:
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del self.sessions[session_id]
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self.last_cleanup = now
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if expired_sessions:
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print(f"Cleaned up {len(expired_sessions)} expired sessions")
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# Global session manager instance
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session_manager = SessionManager()
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def get_session_manager() -> SessionManager:
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"""Get the global session manager instance"""
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return session_manager
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