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rate_limiter.py
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from upstash_redis import Redis
import streamlit as st
from datetime import datetime, timedelta
class RateLimiter:
"""Implements a rate-limiting mechanism using Upstash Redis."""
def __init__(self, redis_url: str, redis_token: str):
"""Initialises the rate limiter with Upstash Redis credentials."""
self.redis = Redis(url=redis_url, token=redis_token)
self.max_requests = 3
self.window_seconds = 24 * 60 * 60 # 24-hour time window
def _get_user_key(self) -> str:
"""Generates a unique key for identifying the current user."""
# Uses Streamlit's session ID to track individual users
return f"rate_limit:{st.session_state.session_id}"
async def is_allowed(self) -> bool:
"""Checks if the user is permitted to make another request."""
user_key = self._get_user_key()
# Retrieve the current request count and timestamp
current_data = await self.redis.get(user_key)
current_time = datetime.now()
if not current_data:
# User's first request in this time window
await self.redis.set(
user_key,
{"count": 1, "first_request": current_time.timestamp()},
ex=self.window_seconds
)
return True
# Check if the time window has expired
first_request = datetime.fromtimestamp(current_data["first_request"])
if current_time - first_request > timedelta(seconds=self.window_seconds):
# Reset the counter for a new time window
await self.redis.set(
user_key,
{"count": 1, "first_request": current_time.timestamp()},
ex=self.window_seconds
)
return True
# Allow request if the user is still within the limit
if current_data["count"] < self.max_requests:
await self.redis.set(
user_key,
{"count": current_data["count"] + 1, "first_request": current_data["first_request"]},
ex=self.window_seconds
)
return True
return False
async def get_remaining_requests(self) -> int:
"""Returns the number of requests the user can still make."""
user_key = self._get_user_key()
current_data = await self.redis.get(user_key)
if not current_data:
return self.max_requests
# Check if the time window has expired
first_request = datetime.fromtimestamp(current_data["first_request"])
if datetime.now() - first_request > timedelta(seconds=self.window_seconds):
return self.max_requests
return self.max_requests - current_data["count"]
async def get_reset_time(self) -> datetime:
"""Returns the time when the rate limit will reset for the user."""
user_key = self._get_user_key()
current_data = await self.redis.get(user_key)
if not current_data:
return datetime.now()
first_request = datetime.fromtimestamp(current_data["first_request"])
return first_request + timedelta(seconds=self.window_seconds)