function get_chat_session
Retrieves a chat session by its unique session ID, first checking an in-memory cache, then falling back to loading from persistent file storage if not found in memory.
/tf/active/vicechatdev/vice_ai/complex_app.py
616 - 630
moderate
Purpose
This function provides a two-tier retrieval mechanism for chat sessions in a Flask web application. It implements a caching strategy where sessions are first looked up in memory (app_state['chat_sessions']) for fast access, and if not found, attempts to load from persistent storage via load_chat_session_from_file(). The function uses thread-safe locking to prevent race conditions during concurrent access. This pattern is commonly used in chat applications to maintain conversation history while optimizing performance through caching.
Source Code
def get_chat_session(session_id):
"""Get a chat session by ID"""
with app_state['locks']['chat_sessions']:
# Try memory first
chat_session = app_state['chat_sessions'].get(session_id)
if chat_session:
return chat_session
# If not in memory, try loading from file
chat_session = load_chat_session_from_file(session_id)
if chat_session:
app_state['chat_sessions'][session_id] = chat_session
return chat_session
return None
Parameters
| Name | Type | Default | Kind |
|---|---|---|---|
session_id |
- | - | positional_or_keyword |
Parameter Details
session_id: A unique identifier (likely a string or UUID) for the chat session to retrieve. This ID is used as a key to look up the session in both the in-memory cache and persistent storage. Expected to be a non-null value that matches an existing session.
Return Value
Returns a chat session object (dictionary or custom object) if found in either memory or file storage. Returns None if the session does not exist in either location. The structure of the chat session object depends on the application's data model but typically contains conversation history, metadata, and session state.
Dependencies
flaskthreading
Required Imports
from threading import Lock
Usage Example
# Assuming app_state is properly initialized
import threading
# Initialize app_state (typically done at application startup)
app_state = {
'locks': {
'chat_sessions': threading.Lock()
},
'chat_sessions': {}
}
# Define the helper function (simplified example)
def load_chat_session_from_file(session_id):
# Load from file system or database
try:
with open(f'sessions/{session_id}.json', 'r') as f:
return json.load(f)
except FileNotFoundError:
return None
# Use the function
session_id = 'abc123-session-uuid'
chat_session = get_chat_session(session_id)
if chat_session:
print(f"Found session: {chat_session}")
else:
print("Session not found")
Best Practices
- Ensure app_state is properly initialized before calling this function to avoid KeyError exceptions
- The function uses a lock for thread safety - ensure the lock is properly initialized and not held for extended periods
- Consider implementing cache eviction policies if the in-memory cache grows too large
- The function caches loaded sessions in memory after file retrieval - be aware of memory usage implications
- Ensure load_chat_session_from_file() handles errors gracefully and returns None for non-existent sessions
- Consider adding logging to track cache hits/misses for performance monitoring
- The lock is acquired using a context manager (with statement), which ensures proper release even if exceptions occur
- Session IDs should be validated before use to prevent directory traversal or injection attacks in file-based storage
Tags
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