图片内容,将图片地址缓存到redis,然后通过随机redis快速提取路径。减少等待时间

This commit is contained in:
liuwei
2025-05-20 11:12:49 +08:00
parent edc556ad16
commit b436d08f5d
3 changed files with 193 additions and 51 deletions

View File

@@ -0,0 +1,114 @@
import os
import time
import random
import asyncio
from typing import Optional, List
import logging
from db.connection import DBConnectionManager
logger = logging.getLogger(__name__)
class ImageCacheManager:
IMAGE_KEY_PREFIX = "group:images:"
LAST_UPDATE_TIME_KEY = "group:images:last_update_time"
BATCH_SIZE = 500
def __init__(self, image_folder: str):
self.image_folder = image_folder
self.redis = DBConnectionManager.get_instance().get_redis_connection()
self.image_extensions = {'.jpg', '.jpeg', '.png', '.gif', '.bmp', '.tiff', '.webp'}
def _get_last_update_time(self) -> float:
ts = self.redis.get(self.LAST_UPDATE_TIME_KEY)
if ts:
try:
return float(ts)
except Exception as e:
logger.warning(f"解析最后更新时间失败: {e}")
return 0.0
def _set_last_update_time(self, ts: float) -> None:
self.redis.set(self.LAST_UPDATE_TIME_KEY, ts)
def should_update_index(self) -> bool:
try:
folder_mtime = os.path.getmtime(self.image_folder)
last_ts = self._get_last_update_time()
if folder_mtime <= last_ts:
logger.info("图片目录未更新,无需重新索引")
return False
return True
except Exception as e:
logger.error(f"判断图片目录更新时间失败: {e}")
return True # 出错则默认更新
def _scan_new_images(self, last_update_ts: float) -> List[str]:
"""扫描目录获取新增图片文件路径"""
new_images = []
for root, _, files in os.walk(self.image_folder):
for file in files:
try:
_, ext = os.path.splitext(file)
if ext.lower() in self.image_extensions:
full_path = os.path.join(root, file)
# 只收录修改时间大于上次更新的文件
if os.path.getmtime(full_path) > last_update_ts:
if os.access(full_path, os.R_OK):
new_images.append(full_path)
except Exception as e:
logger.warning(f"处理文件时异常 {file}: {e}")
return new_images
def _redis_batch_write(self, keys_values: List[tuple]):
pipeline = self.redis.pipeline()
for key, value in keys_values:
pipeline.sadd(key, value)
pipeline.execute()
async def update_image_cache(self):
"""异步更新Redis图片缓存分批写入避免一次写入压力过大"""
if not self.should_update_index():
return
last_update_ts = self._get_last_update_time()
new_images = self._scan_new_images(last_update_ts)
if not new_images:
logger.info("无新增图片,无需更新缓存")
# 也更新时间戳防止重复扫描
self._set_last_update_time(time.time())
return
logger.info(f"新增图片数量: {len(new_images)}, 开始写入 Redis 分批")
total = len(new_images)
batch_size = self.BATCH_SIZE
# Redis key 固定为 set方便随机取成员
redis_key = self.IMAGE_KEY_PREFIX + "all"
for i in range(0, total, batch_size):
batch = new_images[i:i + batch_size]
kvs = [(redis_key, path) for path in batch]
try:
self._redis_batch_write(kvs)
logger.info(f"写入 Redis 批次 {i // batch_size + 1} 成功,数量: {len(batch)}")
except Exception as e:
logger.error(f"Redis 写入失败: {e}")
# 这里可选择是否继续或退出,暂继续
# 更新最后更新时间戳
self._set_last_update_time(time.time())
def get_random_image(self) -> Optional[str]:
redis_key = self.IMAGE_KEY_PREFIX + "all"
try:
img = self.redis.srandmember(redis_key)
if img:
# redis 返回字节,转字符串
return img.decode('utf-8') if isinstance(img, bytes) else img
except Exception as e:
logger.error(f"获取随机图片失败: {e}")
return None