local-llm-server/llm_server/routes/queue.py

import json
import pickle
import time
from uuid import uuid4

from redis import Redis

from llm_server.custom_redis import RedisCustom, redis
from llm_server.database.database import get_token_ratelimit


def increment_ip_count(client_ip: str, redis_key):
    redis.hincrby(redis_key, client_ip, 1)


def decrement_ip_count(client_ip: str, redis_key):
    new_count = redis.hincrby(redis_key, client_ip, -1)
    if new_count <= 0:
        redis.hdel(redis_key, client_ip)


class RedisPriorityQueue:
    def __init__(self, name: str = 'priority_queue', db: int = 12):
        self.redis = RedisCustom(name, db=db)
        self.pubsub = self.redis.pubsub()
        self.pubsub.subscribe('events')

    def put(self, item, priority, selected_model):
        event = DataEvent()
        # Check if the IP is already in the dictionary and if it has reached the limit
        ip_count = self.redis.hget('queued_ip_count', item[1])
        if ip_count:
            ip_count = int(ip_count)
        _, simultaneous_ip = get_token_ratelimit(item[2])
        if ip_count and int(ip_count) >= simultaneous_ip and priority != 0:
            print(f'Rejecting request from {item[1]} - {ip_count} requests in progress.')
            return None  # reject the request

        self.redis.zadd('queue', {json.dumps((item, event.event_id, selected_model)): -priority})
        self.increment_ip_count(item[1], 'queued_ip_count')
        return event

    def get(self):
        while True:
            data = self.redis.zpopmin('queue')
            if data:
                item = json.loads(data[0][0])
                client_ip = item[0][1]
                self.decrement_ip_count(client_ip, 'queued_ip_count')
                return item
            time.sleep(0.1)  # wait for something to be added to the queue

    def increment_ip_count(self, client_ip: str, redis_key):
        self.redis.hincrby(redis_key, client_ip, 1)

    def decrement_ip_count(self, client_ip: str, redis_key):
        new_count = self.redis.hincrby(redis_key, client_ip, -1)
        if new_count <= 0:
            self.redis.hdel(redis_key, client_ip)

    def __len__(self):
        return self.redis.zcard('queue')

    def len(self, model_name):
        count = 0
        for key in self.redis.zrange('queue', 0, -1):
            item = json.loads(key)
            if item[2] == model_name:
                count += 1
        return count

    def get_queued_ip_count(self, client_ip: str):
        q = self.redis.hget('queued_ip_count', client_ip)
        if not q:
            return 0
        return 0

    def flush(self):
        self.redis.flush()


class DataEvent:
    def __init__(self, event_id=None):
        self.event_id = event_id if event_id else str(uuid4())
        self.redis = Redis(host='localhost', port=6379, db=14)
        self.pubsub = self.redis.pubsub()
        self.pubsub.subscribe(self.event_id)

    def set(self, data):
        self.redis.publish(self.event_id, pickle.dumps(data))

    def wait(self):
        for item in self.pubsub.listen():
            if item['type'] == 'message':
                return pickle.loads(item['data'])


priority_queue = RedisPriorityQueue()


def update_active_workers(key: str, operation: str):
    if operation == 'incr':
        redis.incr(f'active_gen_workers:{key}')
    elif operation == 'decr':
        redis.decr(f'active_gen_workers:{key}')
        if redis.get(f'active_gen_workers:{key}', default=0, dtype=int) < 0:
            redis.set(f'active_gen_workers:{key}', 0)


def incr_active_workers(selected_model: str, backend_url: str):
    update_active_workers(selected_model, 'incr')
    update_active_workers(backend_url, 'incr')


def decr_active_workers(selected_model: str, backend_url: str):
    update_active_workers(selected_model, 'decr')
    update_active_workers(backend_url, 'decr')