File size: 8,050 Bytes
ac0f906 e83f5e9 ac0f906 e83f5e9 ac0f906 e83f5e9 ac0f906 e83f5e9 ac0f906 e83f5e9 ac0f906 e83f5e9 ac0f906 e83f5e9 c8b8c9b e83f5e9 ac0f906 c8b8c9b e83f5e9 ac0f906 e83f5e9 ac0f906 c8b8c9b e83f5e9 ac0f906 e83f5e9 ac0f906 c8b8c9b ac0f906 c8b8c9b ac0f906 |
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 |
import os
from pymongo import MongoClient
from pymongo.errors import ConnectionFailure, ServerSelectionTimeoutError
from dotenv import load_dotenv
from datetime import datetime, timedelta
import pytz
import logging
# Configure logging
logger = logging.getLogger(__name__)
# Load environment variables
load_dotenv()
# MongoDB connection string from .env
MONGODB_URL = os.getenv("MONGODB_URL")
DB_NAME = os.getenv("DB_NAME", "Telegram")
COLLECTION_NAME = os.getenv("COLLECTION_NAME", "session_chat")
# Set timeout for MongoDB connection
MONGODB_TIMEOUT = int(os.getenv("MONGODB_TIMEOUT", "5000")) # 5 seconds by default
# Legacy cache settings - now only used for configuration purposes
HISTORY_CACHE_TTL = int(os.getenv("HISTORY_CACHE_TTL", "3600")) # 1 hour by default
HISTORY_QUEUE_SIZE = int(os.getenv("HISTORY_QUEUE_SIZE", "10")) # 10 items by default
# Create MongoDB connection with timeout
try:
client = MongoClient(MONGODB_URL, serverSelectionTimeoutMS=MONGODB_TIMEOUT)
db = client[DB_NAME]
# Collections
session_collection = db[COLLECTION_NAME]
logger.info(f"MongoDB connection initialized to {DB_NAME}.{COLLECTION_NAME}")
except Exception as e:
logger.error(f"Failed to initialize MongoDB connection: {e}")
# Don't raise exception to avoid crash during startup, error handling will be done in functions
# Check MongoDB connection
def check_db_connection():
"""Check MongoDB connection"""
try:
# Issue a ping to confirm a successful connection
client.admin.command('ping')
logger.info("MongoDB connection is working")
return True
except (ConnectionFailure, ServerSelectionTimeoutError) as e:
logger.error(f"MongoDB connection failed: {e}")
return False
except Exception as e:
logger.error(f"Unknown error when checking MongoDB connection: {e}")
return False
# Timezone for Asia/Ho_Chi_Minh
asia_tz = pytz.timezone('Asia/Ho_Chi_Minh')
def get_local_time():
"""Get current time in Asia/Ho_Chi_Minh timezone"""
return datetime.now(asia_tz).strftime("%Y-%m-%d %H:%M:%S")
def get_local_datetime():
"""Get current datetime object in Asia/Ho_Chi_Minh timezone"""
return datetime.now(asia_tz)
# For backward compatibility
get_vietnam_time = get_local_time
get_vietnam_datetime = get_local_datetime
# Utility functions
def save_session(session_id, factor, action, first_name, last_name, message, user_id, username, response=None):
"""Save user session to MongoDB"""
try:
session_data = {
"session_id": session_id,
"factor": factor,
"action": action,
"created_at": get_local_time(),
"created_at_datetime": get_local_datetime(),
"first_name": first_name,
"last_name": last_name,
"message": message,
"user_id": user_id,
"username": username,
"response": response
}
result = session_collection.insert_one(session_data)
logger.info(f"Session saved with ID: {result.inserted_id}")
return {
"acknowledged": result.acknowledged,
"inserted_id": str(result.inserted_id),
"session_data": session_data
}
except Exception as e:
logger.error(f"Error saving session: {e}")
raise
def update_session_response(session_id, response):
"""Update a session with response"""
try:
# Lấy session hiện có
existing_session = session_collection.find_one({"session_id": session_id})
if not existing_session:
logger.warning(f"No session found with ID: {session_id}")
return False
result = session_collection.update_one(
{"session_id": session_id},
{"$set": {"response": response}}
)
logger.info(f"Session {session_id} updated with response")
return True
except Exception as e:
logger.error(f"Error updating session response: {e}")
raise
def get_recent_sessions(user_id, action, n=3):
"""Get n most recent sessions for a specific user and action"""
try:
# Truy vấn trực tiếp từ MongoDB
result = list(
session_collection.find(
{"user_id": user_id, "action": action},
{"_id": 0, "message": 1, "response": 1}
).sort("created_at_datetime", -1).limit(n)
)
logger.debug(f"Retrieved {len(result)} recent sessions for user {user_id}, action {action}")
return result
except Exception as e:
logger.error(f"Error getting recent sessions: {e}")
return []
def get_chat_history(user_id, n = 5) -> str:
"""
Lấy lịch sử chat cho user_id từ MongoDB và ghép thành chuỗi theo định dạng:
User: ...
Bot: ...
User: ...
Bot: ...
Chỉ lấy history sau lệnh /start hoặc /clear mới nhất
"""
try:
# Tìm session /start hoặc /clear mới nhất
reset_session = session_collection.find_one(
{
"user_id": str(user_id),
"$or": [
{"action": "start"},
{"action": "clear"}
]
},
sort=[("created_at_datetime", -1)]
)
# Nếu không tìm thấy session reset nào, lấy n session gần nhất
if reset_session:
reset_time = reset_session["created_at_datetime"]
# Lấy các session sau reset_time
docs = list(
session_collection.find({
"user_id": str(user_id),
"created_at_datetime": {"$gt": reset_time}
}).sort("created_at_datetime", 1)
)
logger.info(f"Lấy {len(docs)} session sau lệnh {reset_session['action']} lúc {reset_time}")
else:
# Không tìm thấy reset session, lấy n session gần nhất
docs = list(session_collection.find({"user_id": str(user_id)}).sort("created_at", -1).limit(n))
# Đảo ngược để có thứ tự từ cũ đến mới
docs.reverse()
logger.info(f"Không tìm thấy session reset, lấy {len(docs)} session gần nhất")
if not docs:
logger.info(f"Không tìm thấy dữ liệu cho user_id: {user_id}")
return ""
conversation_lines = []
# Xử lý từng document theo cấu trúc mới
for doc in docs:
factor = doc.get("factor", "").lower()
action = doc.get("action", "").lower()
message = doc.get("message", "")
response = doc.get("response", "")
# Bỏ qua lệnh start và clear
if action in ["start", "clear"]:
continue
if factor == "user" and action == "asking_freely":
conversation_lines.append(f"User: {message}")
conversation_lines.append(f"Bot: {response}")
# Ghép các dòng thành chuỗi
return "\n".join(conversation_lines)
except Exception as e:
logger.error(f"Lỗi khi lấy lịch sử chat cho user_id {user_id}: {e}")
return ""
def get_request_history(user_id, n=3):
"""Get the most recent user requests to use as context for retrieval"""
try:
# Truy vấn trực tiếp từ MongoDB
history = get_chat_history(user_id, n)
# Just extract the questions for context
requests = []
for line in history.split('\n'):
if line.startswith("User: "):
requests.append(line[6:]) # Lấy nội dung sau "User: "
# Join all recent requests into a single string for context
return " ".join(requests)
except Exception as e:
logger.error(f"Error getting request history: {e}")
return "" |