gradio rate limiting
Browse files
src/know_lang_bot/chat_bot/chat_interface.py
CHANGED
@@ -1,6 +1,7 @@
|
|
1 |
import gradio as gr
|
2 |
from know_lang_bot.config import AppConfig
|
3 |
from know_lang_bot.utils.fancy_log import FancyLogger
|
|
|
4 |
from know_lang_bot.chat_bot.chat_graph import stream_chat_progress, ChatStatus
|
5 |
import chromadb
|
6 |
from typing import List, Dict, AsyncGenerator
|
@@ -15,6 +16,7 @@ class CodeQAChatInterface:
|
|
15 |
self.config = config
|
16 |
self._init_chroma()
|
17 |
self.codebase_dir = Path(config.db.codebase_directory)
|
|
|
18 |
|
19 |
def _init_chroma(self):
|
20 |
"""Initialize ChromaDB connection"""
|
@@ -57,12 +59,32 @@ class CodeQAChatInterface:
|
|
57 |
async def stream_response(
|
58 |
self,
|
59 |
message: str,
|
60 |
-
history: List[ChatMessage]
|
|
|
61 |
) -> AsyncGenerator[List[ChatMessage], None]:
|
62 |
"""Stream chat responses with progress updates"""
|
63 |
# Add user message
|
64 |
history.append(ChatMessage(role="user", content=message))
|
65 |
yield history
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
66 |
|
67 |
current_progress: ChatMessage | None = None
|
68 |
code_blocks_added = False
|
@@ -140,8 +162,8 @@ class CodeQAChatInterface:
|
|
140 |
submit = gr.Button("Submit", scale=1)
|
141 |
clear = gr.ClearButton([msg, chatbot], scale=1)
|
142 |
|
143 |
-
async def respond(message: str, history: List[ChatMessage]) -> AsyncGenerator[List[ChatMessage], None]:
|
144 |
-
async for updated_history in self.stream_response(message, history):
|
145 |
yield updated_history
|
146 |
|
147 |
# Set up event handlers
|
|
|
1 |
import gradio as gr
|
2 |
from know_lang_bot.config import AppConfig
|
3 |
from know_lang_bot.utils.fancy_log import FancyLogger
|
4 |
+
from know_lang_bot.utils.rate_limiter import RateLimiter
|
5 |
from know_lang_bot.chat_bot.chat_graph import stream_chat_progress, ChatStatus
|
6 |
import chromadb
|
7 |
from typing import List, Dict, AsyncGenerator
|
|
|
16 |
self.config = config
|
17 |
self._init_chroma()
|
18 |
self.codebase_dir = Path(config.db.codebase_directory)
|
19 |
+
self.rate_limiter = RateLimiter()
|
20 |
|
21 |
def _init_chroma(self):
|
22 |
"""Initialize ChromaDB connection"""
|
|
|
59 |
async def stream_response(
|
60 |
self,
|
61 |
message: str,
|
62 |
+
history: List[ChatMessage],
|
63 |
+
request: gr.Request, # gradio injects the request object
|
64 |
) -> AsyncGenerator[List[ChatMessage], None]:
|
65 |
"""Stream chat responses with progress updates"""
|
66 |
# Add user message
|
67 |
history.append(ChatMessage(role="user", content=message))
|
68 |
yield history
|
69 |
+
|
70 |
+
# Check rate limit before processing
|
71 |
+
client_ip : str = request.request.client.host
|
72 |
+
print(f"Client IP: {client_ip}")
|
73 |
+
if self.rate_limiter.check_rate_limit(client_ip):
|
74 |
+
wait_time = self.rate_limiter.get_remaining_time(client_ip)
|
75 |
+
rate_limit_message = (
|
76 |
+
f"Rate limit exceeded. Please wait {wait_time:.0f} seconds before sending another message."
|
77 |
+
)
|
78 |
+
history.append(ChatMessage(
|
79 |
+
role="assistant",
|
80 |
+
content=rate_limit_message,
|
81 |
+
metadata={
|
82 |
+
"title": "⚠️ Rate Limit Warning",
|
83 |
+
"status": "done"
|
84 |
+
}
|
85 |
+
))
|
86 |
+
yield history
|
87 |
+
return
|
88 |
|
89 |
current_progress: ChatMessage | None = None
|
90 |
code_blocks_added = False
|
|
|
162 |
submit = gr.Button("Submit", scale=1)
|
163 |
clear = gr.ClearButton([msg, chatbot], scale=1)
|
164 |
|
165 |
+
async def respond(message: str, history: List[ChatMessage], request: gr.Request) -> AsyncGenerator[List[ChatMessage], None]:
|
166 |
+
async for updated_history in self.stream_response(message, history, request):
|
167 |
yield updated_history
|
168 |
|
169 |
# Set up event handlers
|
src/know_lang_bot/utils/rate_limiter.py
ADDED
@@ -0,0 +1,53 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
from dataclasses import dataclass, field
|
2 |
+
from collections import defaultdict
|
3 |
+
import time
|
4 |
+
from typing import Dict, List
|
5 |
+
from threading import Lock
|
6 |
+
|
7 |
+
|
8 |
+
@dataclass
|
9 |
+
class RateLimiter:
|
10 |
+
"""Rate limiter implementation for chat interface"""
|
11 |
+
requests_per_minute: int = 2
|
12 |
+
window_size: int = 60 # seconds
|
13 |
+
|
14 |
+
# Track request timestamps per user IP
|
15 |
+
_requests: Dict[str, List[float]] = field(default_factory=lambda: defaultdict(list))
|
16 |
+
_lock: Lock = field(default_factory=Lock)
|
17 |
+
|
18 |
+
def _clean_old_requests(self, user_ip: str) -> None:
|
19 |
+
"""Remove requests older than the window size"""
|
20 |
+
current_time = time.time()
|
21 |
+
with self._lock:
|
22 |
+
self._requests[user_ip] = [
|
23 |
+
timestamp for timestamp in self._requests[user_ip]
|
24 |
+
if current_time - timestamp < self.window_size
|
25 |
+
]
|
26 |
+
|
27 |
+
def check_rate_limit(self, user_ip: str) -> bool:
|
28 |
+
"""
|
29 |
+
Check if user has exceeded rate limit
|
30 |
+
Returns True if rate limit exceeded, False otherwise
|
31 |
+
"""
|
32 |
+
self._clean_old_requests(user_ip)
|
33 |
+
|
34 |
+
with self._lock:
|
35 |
+
if len(self._requests[user_ip]) >= self.requests_per_minute:
|
36 |
+
return True
|
37 |
+
|
38 |
+
self._requests[user_ip].append(time.time())
|
39 |
+
return False
|
40 |
+
|
41 |
+
def get_remaining_time(self, user_ip: str) -> float:
|
42 |
+
"""Get remaining time until next request is allowed"""
|
43 |
+
self._clean_old_requests(user_ip)
|
44 |
+
|
45 |
+
with self._lock:
|
46 |
+
if not self._requests[user_ip]:
|
47 |
+
return 0
|
48 |
+
|
49 |
+
oldest_request = min(self._requests[user_ip])
|
50 |
+
current_time = time.time()
|
51 |
+
time_until_reset = self.window_size - (current_time - oldest_request)
|
52 |
+
|
53 |
+
return max(0, time_until_reset)
|