refactor(fetcher): implement passive rate limiter for API requests
This commit is contained in:
@@ -1,10 +1,11 @@
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import asyncio
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from datetime import datetime
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import time
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from app.dependencies.database import get_redis
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from app.log import fetcher_logger
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from httpx import AsyncClient
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from httpx import AsyncClient, HTTPStatusError
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class TokenAuthError(Exception):
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@@ -13,10 +14,63 @@ class TokenAuthError(Exception):
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pass
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class PassiveRateLimiter:
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"""
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被动速率限制器
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当收到 429 响应时,读取 Retry-After 头并暂停所有请求
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"""
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def __init__(self):
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self._lock = asyncio.Lock()
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self._retry_after_time: float | None = None
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self._waiting_tasks: set[asyncio.Task] = set()
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async def wait_if_limited(self) -> None:
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"""如果正在限流中,等待限流解除"""
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async with self._lock:
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if self._retry_after_time is not None:
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current_time = time.time()
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if current_time < self._retry_after_time:
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wait_seconds = self._retry_after_time - current_time
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logger.warning(f"Rate limited, waiting {wait_seconds:.2f} seconds")
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await asyncio.sleep(wait_seconds)
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self._retry_after_time = None
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async def handle_rate_limit(self, retry_after: str | int | None) -> None:
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"""
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处理 429 响应,设置限流时间
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Args:
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retry_after: Retry-After 头的值,可以是秒数或 HTTP 日期
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"""
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async with self._lock:
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if retry_after is None:
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# 如果没有 Retry-After 头,默认等待 60 秒
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wait_seconds = 60
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elif isinstance(retry_after, int):
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wait_seconds = retry_after
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elif retry_after.isdigit():
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wait_seconds = int(retry_after)
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else:
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# 尝试解析 HTTP 日期格式
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try:
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retry_time = datetime.strptime(retry_after, "%a, %d %b %Y %H:%M:%S %Z")
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wait_seconds = max(0, (retry_time - datetime.utcnow()).total_seconds())
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except ValueError:
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# 解析失败,默认等待 60 秒
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wait_seconds = 60
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self._retry_after_time = time.time() + wait_seconds
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logger.warning(f"Rate limit triggered, will retry after {wait_seconds} seconds")
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logger = fetcher_logger("Fetcher")
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class BaseFetcher:
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# 类级别的 rate limiter,所有实例共享
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_rate_limiter = PassiveRateLimiter()
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def __init__(
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self,
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client_id: str,
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@@ -51,7 +105,7 @@ class BaseFetcher:
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async def request_api(self, url: str, method: str = "GET", **kwargs) -> dict:
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"""
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发送 API 请求
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发送 API 请求,支持被动速率限制
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"""
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await self.ensure_valid_access_token()
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@@ -59,24 +113,41 @@ class BaseFetcher:
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attempt = 0
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while attempt < 2:
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# 在发送请求前等待速率限制
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await self._rate_limiter.wait_if_limited()
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request_headers = {**headers, **self.header}
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request_kwargs = kwargs.copy()
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async with AsyncClient() as client:
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response = await client.request(
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method,
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url,
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headers=request_headers,
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**request_kwargs,
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)
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try:
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response = await client.request(
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method,
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url,
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headers=request_headers,
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**request_kwargs,
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)
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response.raise_for_status()
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return response.json()
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if response.status_code != 401:
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response.raise_for_status()
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return response.json()
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except HTTPStatusError as e:
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# 处理 429 速率限制响应
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if e.response.status_code == 429:
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retry_after = e.response.headers.get("Retry-After")
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logger.warning(f"Rate limited for {url}, Retry-After: {retry_after}")
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await self._rate_limiter.handle_rate_limit(retry_after)
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# 速率限制后重试当前请求(不增加 attempt)
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continue
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attempt += 1
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logger.warning(f"Received 401 error for {url}, attempt {attempt}")
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await self._handle_unauthorized()
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# 处理 401 未授权响应
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if e.response.status_code == 401:
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attempt += 1
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logger.warning(f"Received 401 error for {url}, attempt {attempt}")
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await self._handle_unauthorized()
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continue
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# 其他 HTTP 错误直接抛出
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raise
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await self._clear_access_token()
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logger.warning(f"Failed to authorize after retries for {url}, cleaned up tokens")
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@@ -4,7 +4,6 @@ import hashlib
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import json
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from app.database import BeatmapsetDict, BeatmapsetModel, SearchBeatmapsetsResp
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from app.helpers.rate_limiter import osu_api_rate_limiter
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from app.log import fetcher_logger
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from app.models.beatmap import SearchQueryModel
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from app.models.model import Cursor
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@@ -12,21 +11,12 @@ from app.utils import bg_tasks
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from ._base import BaseFetcher
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from httpx import AsyncClient
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from pydantic import TypeAdapter
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import redis.asyncio as redis
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class RateLimitError(Exception):
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"""速率限制异常"""
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pass
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logger = fetcher_logger("BeatmapsetFetcher")
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MAX_RETRY_ATTEMPTS = 3
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adapter = TypeAdapter(
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BeatmapsetModel.generate_typeddict(
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(
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@@ -90,41 +80,6 @@ class BeatmapsetFetcher(BaseFetcher):
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return homepage_queries
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async def request_api(self, url: str, method: str = "GET", *, retry_times: int = 0, **kwargs) -> dict:
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"""覆盖基类方法,添加速率限制和429错误处理"""
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# 在请求前获取速率限制许可
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if retry_times > MAX_RETRY_ATTEMPTS:
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raise RuntimeError(f"Maximum retry attempts ({MAX_RETRY_ATTEMPTS}) reached for API request to {url}")
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await osu_api_rate_limiter.acquire()
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# 检查 token 是否过期,如果过期则刷新
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if self.is_token_expired():
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await self.grant_access_token()
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header = kwargs.pop("headers", {})
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header.update(self.header)
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async with AsyncClient() as client:
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response = await client.request(
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method,
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url,
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headers=header,
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**kwargs,
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)
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# 处理 429 错误 - 直接抛出异常,不重试
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if response.status_code == 429:
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logger.warning(f"Rate limit exceeded (429) for {url}")
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raise RateLimitError(f"Rate limit exceeded for {url}. Please try again later.")
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if response.status_code == 401:
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logger.warning(f"Received 401 error for {url}")
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await self._clear_access_token()
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return await self.request_api(url, method, retry_times=retry_times + 1, **kwargs)
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response.raise_for_status()
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return response.json()
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@staticmethod
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def _generate_cache_key(query: SearchQueryModel, cursor: Cursor) -> str:
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"""生成搜索缓存键"""
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@@ -242,10 +197,7 @@ class BeatmapsetFetcher(BaseFetcher):
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# 不立即创建任务,而是延迟一段时间再预取
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async def delayed_prefetch():
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await asyncio.sleep(3.0) # 延迟3秒
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try:
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await self.prefetch_next_pages(query, api_response["cursor"], redis_client, pages=1)
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except RateLimitError:
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logger.info("Prefetch skipped due to rate limit")
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await self.prefetch_next_pages(query, api_response["cursor"], redis_client, pages=1)
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bg_tasks.add_task(delayed_prefetch)
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@@ -262,71 +214,65 @@ class BeatmapsetFetcher(BaseFetcher):
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if not current_cursor:
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return
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try:
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cursor = current_cursor.copy()
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cursor = current_cursor.copy()
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for page in range(1, pages + 1):
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# 使用当前 cursor 请求下一页
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next_query = query.model_copy()
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for page in range(1, pages + 1):
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# 使用当前 cursor 请求下一页
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next_query = query.model_copy()
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logger.debug(f"Prefetching page {page + 1}")
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logger.debug(f"Prefetching page {page + 1}")
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# 生成下一页的缓存键
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next_cache_key = self._generate_cache_key(next_query, cursor)
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# 生成下一页的缓存键
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next_cache_key = self._generate_cache_key(next_query, cursor)
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# 检查是否已经缓存
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if await redis_client.exists(next_cache_key):
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logger.debug(f"Page {page + 1} already cached")
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# 尝试从缓存获取cursor继续预取
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cached_data = await redis_client.get(next_cache_key)
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if cached_data:
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try:
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data = json.loads(cached_data)
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if data.get("cursor"):
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cursor = data["cursor"]
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continue
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except Exception:
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logger.warning("Failed to parse cached data for cursor")
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break
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# 检查是否已经缓存
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if await redis_client.exists(next_cache_key):
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logger.debug(f"Page {page + 1} already cached")
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# 尝试从缓存获取cursor继续预取
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cached_data = await redis_client.get(next_cache_key)
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if cached_data:
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try:
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data = json.loads(cached_data)
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if data.get("cursor"):
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cursor = data["cursor"]
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continue
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except Exception:
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logger.warning("Failed to parse cached data for cursor")
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break
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# 在预取页面之间添加延迟,避免突发请求
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if page > 1:
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await asyncio.sleep(1.5) # 1.5秒延迟
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# 在预取页面之间添加延迟,避免突发请求
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if page > 1:
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await asyncio.sleep(1.5) # 1.5秒延迟
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# 请求下一页数据
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params = next_query.model_dump(exclude_none=True, exclude_unset=True, exclude_defaults=True)
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# 请求下一页数据
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params = next_query.model_dump(exclude_none=True, exclude_unset=True, exclude_defaults=True)
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for k, v in cursor.items():
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params[f"cursor[{k}]"] = v
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for k, v in cursor.items():
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params[f"cursor[{k}]"] = v
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api_response = await self.request_api(
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"https://osu.ppy.sh/api/v2/beatmapsets/search",
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params=params,
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)
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api_response = await self.request_api(
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"https://osu.ppy.sh/api/v2/beatmapsets/search",
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params=params,
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)
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# 处理响应中的cursor信息
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if api_response.get("cursor"):
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cursor_dict = api_response["cursor"]
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api_response["cursor_string"] = self._encode_cursor(cursor_dict)
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cursor = cursor_dict # 更新cursor用于下一页
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else:
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# 没有更多页面了
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break
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# 处理响应中的cursor信息
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if api_response.get("cursor"):
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cursor_dict = api_response["cursor"]
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api_response["cursor_string"] = self._encode_cursor(cursor_dict)
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cursor = cursor_dict # 更新cursor用于下一页
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else:
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# 没有更多页面了
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break
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# 缓存结果(较短的TTL用于预取)
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prefetch_ttl = 10 * 60 # 10 分钟
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await redis_client.set(
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next_cache_key,
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json.dumps(api_response, separators=(",", ":")),
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ex=prefetch_ttl,
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)
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# 缓存结果(较短的TTL用于预取)
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prefetch_ttl = 10 * 60 # 10 分钟
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await redis_client.set(
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next_cache_key,
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json.dumps(api_response, separators=(",", ":")),
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ex=prefetch_ttl,
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)
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logger.debug(f"Prefetched page {page + 1} (TTL: {prefetch_ttl}s)")
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except RateLimitError:
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logger.info("Prefetch stopped due to rate limit")
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except Exception as e:
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logger.warning(f"Prefetch failed: {e}")
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logger.debug(f"Prefetched page {page + 1} (TTL: {prefetch_ttl}s)")
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async def warmup_homepage_cache(self, redis_client: redis.Redis) -> None:
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"""预热主页缓存"""
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@@ -370,12 +316,7 @@ class BeatmapsetFetcher(BaseFetcher):
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logger.info(f"Warmed up cache for {query.sort} (TTL: {cache_ttl}s)")
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if api_response.get("cursor"):
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try:
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await self.prefetch_next_pages(query, api_response["cursor"], redis_client, pages=2)
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except RateLimitError:
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logger.info(f"Warmup prefetch skipped for {query.sort} due to rate limit")
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await self.prefetch_next_pages(query, api_response["cursor"], redis_client, pages=2)
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except RateLimitError:
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logger.warning(f"Warmup skipped for {query.sort} due to rate limit")
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except Exception as e:
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logger.error(f"Failed to warmup cache for {query.sort}: {e}")
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@@ -1,116 +0,0 @@
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"""
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Rate limiter for osu! API requests to avoid abuse detection.
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根据 osu! API v2 的速率限制设计:
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- 默认:每分钟最多 1200 次请求
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- 突发:短时间内最多 200 次额外请求
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- 建议:每分钟不超过 60 次请求以避免滥用检测
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"""
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import asyncio
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from collections import deque
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import time
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from app.log import logger
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class RateLimiter:
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"""osu! API 速率限制器"""
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def __init__(
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self,
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max_requests_per_minute: int = 60, # 保守的限制
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burst_limit: int = 10, # 短时间内的突发限制
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burst_window: float = 10.0, # 突发窗口(秒)
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):
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self.max_requests_per_minute = max_requests_per_minute
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self.burst_limit = burst_limit
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self.burst_window = burst_window
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# 跟踪请求时间戳
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self.request_times: deque[float] = deque()
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self.burst_times: deque[float] = deque()
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# 锁确保线程安全
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self._lock = asyncio.Lock()
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async def acquire(self) -> None:
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"""获取请求许可,如果超过限制则等待"""
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async with self._lock:
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current_time = time.time()
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# 清理过期的请求记录
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self._cleanup_old_requests(current_time)
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# 检查是否需要等待
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wait_time = self._calculate_wait_time(current_time)
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if wait_time > 0:
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logger.opt(colors=True).info(
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f"<yellow>[RateLimiter]</yellow> Rate limit reached, waiting {wait_time:.2f}s"
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)
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await asyncio.sleep(wait_time)
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current_time = time.time()
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self._cleanup_old_requests(current_time)
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# 记录当前请求
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self.request_times.append(current_time)
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self.burst_times.append(current_time)
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logger.opt(colors=True).debug(
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f"<green>[RateLimiter]</green> Request granted. "
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f"Recent requests: {len(self.request_times)}/min, "
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f"{len(self.burst_times)}/{self.burst_window}s"
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)
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def _cleanup_old_requests(self, current_time: float) -> None:
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"""清理过期的请求记录"""
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# 清理1分钟前的请求
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minute_ago = current_time - 60.0
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while self.request_times and self.request_times[0] < minute_ago:
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self.request_times.popleft()
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# 清理突发窗口外的请求
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burst_window_ago = current_time - self.burst_window
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while self.burst_times and self.burst_times[0] < burst_window_ago:
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self.burst_times.popleft()
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def _calculate_wait_time(self, current_time: float) -> float:
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"""计算需要等待的时间"""
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# 检查每分钟限制
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if len(self.request_times) >= self.max_requests_per_minute:
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# 需要等到最老的请求超过1分钟
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oldest_request = self.request_times[0]
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wait_for_minute_limit = oldest_request + 60.0 - current_time
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else:
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wait_for_minute_limit = 0.0
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# 检查突发限制
|
||||
if len(self.burst_times) >= self.burst_limit:
|
||||
# 需要等到最老的突发请求超过突发窗口
|
||||
oldest_burst = self.burst_times[0]
|
||||
wait_for_burst_limit = oldest_burst + self.burst_window - current_time
|
||||
else:
|
||||
wait_for_burst_limit = 0.0
|
||||
|
||||
return max(wait_for_minute_limit, wait_for_burst_limit, 0.0)
|
||||
|
||||
def get_status(self) -> dict[str, int | float]:
|
||||
"""获取当前速率限制状态"""
|
||||
current_time = time.time()
|
||||
self._cleanup_old_requests(current_time)
|
||||
|
||||
return {
|
||||
"requests_this_minute": len(self.request_times),
|
||||
"max_requests_per_minute": self.max_requests_per_minute,
|
||||
"burst_requests": len(self.burst_times),
|
||||
"burst_limit": self.burst_limit,
|
||||
"next_reset_in_seconds": (60.0 - (current_time - self.request_times[0]) if self.request_times else 0.0),
|
||||
}
|
||||
|
||||
|
||||
# 全局速率限制器实例
|
||||
osu_api_rate_limiter = RateLimiter(
|
||||
max_requests_per_minute=50, # 保守设置,低于建议的60
|
||||
burst_limit=8, # 短时间内最多8个请求
|
||||
burst_window=10.0, # 10秒窗口
|
||||
)
|
||||
Reference in New Issue
Block a user