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rgw cache用于在radosgw实例端对元数据进行缓存(不包括s3 object数据),以减少和后端ceph集群的交互。
rgw cache第一次加入rgw:
commit 3e62d8a21609bb422cec68551ca2198f2325769b Author: Yehuda Sadeh <yehuda@hq.newdream.net> Date: Tue Feb 8 17:19:39 2011 -0800 rgw: add a cache layer for the backend commit 866b161b0ceaf856e79aadfa3e6dcda20cb235cb
// 获取变更 $ git diff 866b161b0ceaf856e79aadfa3e6dcda20cb235cb 3e62d8a21609bb422cec68551ca2198f2325769b > /tmp/p.patch
1477 +class ObjectCache { 1478 + std::map<string, bufferlist> cache_map; 1479 + 1480 +public: 1481 + ObjectCache() {} 1482 + int get(std::string& name, bufferlist& bl); 1483 + void put(std::string& name, bufferlist& bl); 1484 +}; 1485 + 1486 +template <class T> 1487 +class RGWCache : public T 1488 +{ 1489 + ObjectCache cache; 1490 + 1491 + string normal_name(std::string& space, std::string& bucket, std::string& oid) { 1492 + char buf[space.size() + 1 + bucket.size() + 1 + oid.size() + 1]; 1493 + sprintf("%s+%s+%s", space.c_str(), bucket.c_str(), oid.c_str()); 1494 + return string(buf); 1495 + } 1496 + 1497 +public: 1498 + RGWCache() {} 1499 + 1500 + int put_obj_data(std::string& id, std::string& bucket, std::string& obj, const char *data, 1501 + off_t ofs, size_t len, time_t *mtime); 1502 + 1503 + int get_obj(void **handle, std::string& bucket, std::string& oid, 1504 + char **data, off_t ofs, off_t end); 1505 + 1506 + int obj_stat(std::string& bucket, std::string& obj, size_t *psize, time_t *pmtime); 1507 +};
- 类ObjectCache 中 cache_map用来存放需要缓存的数据
// name(string) 用于索引 bl(bufferlist) 的内容 std::map<string, bufferlist> cache_map;- 类ObjectCache有两个操作cache_map的方法
put用于添加缓存条目,get用于获取缓存条目。
- 条目的key值组成
space+bucket+oid
下面对0.94.5中的rgw cache进行分析。先看下其初始化。
// main -> RGWStoreManager::get_storage // -> RGWStoreManager::init_storage_provider // -> RGWRados::initialize // rgw/rgw_rados.h // -> RGWRados::initialize // rgw/rgw_rados.cc // -> RGWCache<RGWRados>::init_rados // 9003 store = new RGWCache<RGWRados>; // 初始化一个带cache的RGWRados // rgw/rgw_cache.h 200 int init_rados() {
本图引用了 `RGW Cache类解析 <http://static.oschina.net/uploads/space/2016/0420/112052_Hub7_206258.png>`_
// RGWCache::init_rados -> ObjectCache::set_ctx // // 初始化用于和后端ceph集群交互的CephContext,并根据配置文件中 // 'rgw cache lru size' 设置 ObjectCache::lru_window的值。 202 cache.set_ctx(T::cct); // RGWRados::init_rados // // 初始化到ceph集群的rados handle,并准备RGWMetadataManager和RGWDataChangesLog 203 ret = T::init_rados();
为了辅助cache_map维护一个lru逻辑,增加了lru list以及其他相关字段,确保最新
被访问的entry放在cache_map中。
ObjectCache中,有几个和cache lru相关的内容。
140 class ObjectCache { 141 std::map<string, ObjectCacheEntry> cache_map; 142 std::list<string> lru; // cache_map中key的lru列表 143 unsigned long lru_size; // lru list的entry个数 144 unsigned long lru_counter; // touch_lru调用计数器 145 unsigned long lru_window; // 1/2*(rgw cache lru size)
将最新访问过的entry添加/移动到lru list的尾部(从头部掉出), 并维护touch_lru操作计数器。
还会将一直未访问的旧的entry从lru list和cache_map中删除。
当有新entry插入,或者已在list中的key再次被访问时,会调用本函数。
// rgw/rgw_cache.cc 215 void ObjectCache::touch_lru(string& name, ObjectCacheEntry& entry, std::list<string>::iterator& lru_iter) // 从lru list的头部开始对cache map进行收缩,直到cache的大小回到rgw cache lru size之下 217 while (lru_size > (size_t)cct->_conf->rgw_cache_lru_size) { 218 list<string>::iterator iter = lru.begin(); 219 if ((*iter).compare(name) == 0) { 220 /* 221 * if the entry we're touching happens to be at the lru end, don't remove it, 222 * lru shrinking can wait for next time 223 */ 224 break; 225 } 226 map<string, ObjectCacheEntry>::iterator map_iter = cache_map.find(*iter); 227 ldout(cct, 10) << "removing entry: name=" << *iter << " from cache LRU" << dendl; // 将一直没有访问过entry,从cache中删除 228 if (map_iter != cache_map.end()) 229 cache_map.erase(map_iter); 230 lru.pop_front(); 231 lru_size--; 232 } // 插入新key到lru 234 if (lru_iter == lru.end()) { 235 lru.push_back(name); 236 lru_size++; 237 lru_iter--; 238 ldout(cct, 10) << "adding " << name << " to cache LRU end" << dendl; 239 } else { // 将被访问过的key移到lru的尾部 240 ldout(cct, 10) << "moving " << name << " to cache LRU end" << dendl; 241 lru.erase(lru_iter); 242 lru.push_back(name); 243 lru_iter = lru.end(); 244 --lru_iter; 245 } // 每次touch_lru操作,都会递增该计数器,用于辅助触发touch_lru调用 // 不可能每次put/get都要触发touch_lru,只有发现有key落到了lru list后 // 半部时,才触发该动作 // 详见:ObjectCache::get 247 lru_counter++; // 记录entry的最后一次访问时的lru_counter值 248 entry.lru_promotion_ts = lru_counter;
在cache map中查找name对应的entry,并检查其type/flag。根据需要进行cache紧缩。
12 int ObjectCache::get(string& name, ObjectCacheInfo& info, uint32_t mask, rgw_cache_entry_info *cache_info) // 在cache中查找是否有name对应的entry,没有找到时返回ENOENT,就是一次'miss' 20 map<string, ObjectCacheEntry>::iterator iter = cache_map.find(name); // 如果本entry已经落到lru list的后半部了,需要来一次紧缩,以便淘汰长期未访问的entry 27 ObjectCacheEntry *entry = &iter->second; 28 29 if (lru_counter - entry->lru_promotion_ts > lru_window) { 30 ldout(cct, 20) << "cache get: touching lru, lru_counter=" << lru_counter << " promotion_ts=" << entry->lru_promotion_ts << dendl; 31 lock.unlock(); 32 lock.get_write(); /* promote lock to writer */ 33 34 /* need to redo this because entry might have dropped off the cache */ 35 iter = cache_map.find(name); 36 if (iter == cache_map.end()) { 37 ldout(cct, 10) << "lost race! cache get: name=" << name << " : miss" << dendl; 38 if(perfcounter) perfcounter->inc(l_rgw_cache_miss); 39 return -ENOENT; 40 } 41 42 entry = &iter->second; 43 /* check again, we might have lost a race here */ 44 if (lru_counter - entry->lru_promotion_ts > lru_window) { 45 touch_lru(name, *entry, iter->second.lru_iter); 46 } 47 } // 检查ObjectCacheInfo的类型和要求的是否一致,如果不一致,就是一次 'type miss' 49 ObjectCacheInfo& src = iter->second.info; 50 if ((src.flags & mask) != mask) { 51 ldout(cct, 10) << "cache get: name=" << name << " : type miss (requested=" << mask << ", cached=" << src.flags << ")" << dendl; 52 if(perfcounter) perfcounter->inc(l_rgw_cache_miss); 53 return -ENOENT; 54 } 55 ldout(cct, 10) << "cache get: name=" << name << " : hit" << dendl;
// rgw/rgw_cache.h 20 #define CACHE_FLAG_DATA 0x01 21 #define CACHE_FLAG_XATTRS 0x02 22 #define CACHE_FLAG_META 0x04 23 #define CACHE_FLAG_MODIFY_XATTRS 0x08 24 #define CACHE_FLAG_OBJV 0x10
查找和name关联的entry,或者新插入entry。然后更新entry的内容。
.. Note:: 这里暂时不考虑chain相关的代码
114 void ObjectCache::put(string& name, ObjectCacheInfo& info, rgw_cache_entry_info *cache_info) // 查找和name关联的entry,或者新插入entry 122 ldout(cct, 10) << "cache put: name=" << name << dendl; 123 map<string, ObjectCacheEntry>::iterator iter = cache_map.find(name); 124 if (iter == cache_map.end()) { // 未找到时,插入entry 125 ObjectCacheEntry entry; 126 entry.lru_iter = lru.end(); 127 cache_map.insert(pair<string, ObjectCacheEntry>(name, entry)); 128 iter = cache_map.find(name); 129 } // 获取到和name关联的entry 130 ObjectCacheEntry& entry = iter->second; 131 ObjectCacheInfo& target = entry.info; // 触发一次cache紧缩,并把新entry放到lru list的尾部(从头部掉出) 142 touch_lru(name, entry, entry.lru_iter); // 更新目标ObjectCacheInfo的信息 144 target.status = info.status; ... 158 target.flags |= info.flags; // 根据info.flags更新目标ObjectCacheInfo的xattrs/data/version/meta等信息 160 if (info.flags & CACHE_FLAG_META) 161 target.meta = info.meta; 162 else if (!(info.flags & CACHE_FLAG_MODIFY_XATTRS)) 163 target.flags &= ~CACHE_FLAG_META; // non-meta change should reset meta 164 165 if (info.flags & CACHE_FLAG_XATTRS) { 166 target.xattrs = info.xattrs; 167 map<string, bufferlist>::iterator iter; 168 for (iter = target.xattrs.begin(); iter != target.xattrs.end(); ++iter) { 169 ldout(cct, 10) << "updating xattr: name=" << iter->first << " bl.length()=" << iter->second.length() << dendl; 170 } 171 } else if (info.flags & CACHE_FLAG_MODIFY_XATTRS) { 172 map<string, bufferlist>::iterator iter; 173 for (iter = info.rm_xattrs.begin(); iter != info.rm_xattrs.end(); ++iter) { 174 ldout(cct, 10) << "removing xattr: name=" << iter->first << dendl; 175 target.xattrs.erase(iter->first); 176 } 177 for (iter = info.xattrs.begin(); iter != info.xattrs.end(); ++iter) { 178 ldout(cct, 10) << "appending xattr: name=" << iter->first << " bl.length()=" << iter->second.length() << dendl; 179 target.xattrs[iter->first] = iter->second; 180 } 181 } 182 183 if (info.flags & CACHE_FLAG_DATA) 184 target.data = info.data; 185 186 if (info.flags & CACHE_FLAG_OBJV) 187 target.version = info.version;
rgw 实例的缓存之间通过librados提供的watch/notify机制进行同步。
当entry在某个实例的缓存中被更新时,它负责将最新数据notify所有的
watcher。其他rgw实例在watcher的回调函数(watch_cb)中,通过notify的消息完成
本地缓存的更新。
在radosgw 实例启动时,通过init_watch()初始化用于cache同步的notify对象。
// rgw/rgw_rados.cc 1763 int RGWRados::init_watch() ... // 读取配置文件设置的用于rgw实例cache间同步的notify对象个数。 1780 num_watchers = cct->_conf->rgw_num_control_oids; 1781 1782 bool compat_oid = (num_watchers == 0); 1783 1784 if (num_watchers <= 0) 1785 num_watchers = 1; 1786 1787 notify_oids = new string[num_watchers]; // RGWWatcher继承自 librados::WatchCtx2,Watch notify 使用详见[2] 1788 watchers = new RGWWatcher *[num_watchers]; 1790 for (int i=0; i < num_watchers; i++) { 1791 string& notify_oid = notify_oids[i]; 1792 notify_oid = notify_oid_prefix; ... // 创建 notify.XXX 1798 r = control_pool_ctx.create(notify_oid, false); ... // 在 notify.XXX 进行watch(创建watcher) 1802 RGWWatcher *watcher = new RGWWatcher(this, i, notify_oid); 1803 watchers[i] = watcher; 1804 // 完成 watcher的注册,并记录到RGWRados的 'std::set<int> watchers_set;' // 日志中会打印: 'add_watcher() i=XXX' // 'all XXX watchers are set, enabling cache' 1805 r = watcher->register_watch(); 1810 watch_initialized = true; 1811 1812 set_cache_enabled(true);
当被watch的对象上有notify事件时,在该对象上注册的watcher的 handle_notify() 方法
就会被调用。这用于被通知者更新自己的本地缓存。
RGWWatcher(RGWRados *r, int i, const string& o) : rados(r), index(i), oid(o), watch_handle(0) {} void handle_notify(uint64_t notify_id, uint64_t cookie, uint64_t notifier_id, bufferlist& bl) { ldout(rados->ctx(), 10) << "RGWWatcher::handle_notify() " << " notify_id " << notify_id << " cookie " << cookie << " notifier " << notifier_id << " bl.length()=" << bl.length() << dendl; // 调用rados的回调函数 RGWCache<RGWRados>::watch_cb rados->watch_cb(notify_id, cookie, notifier_id, bl); bufferlist reply_bl; // empty reply payload // 向notifier回发确认 rados->control_pool_ctx.notify_ack(oid, notify_id, cookie, reply_bl); }
578 template <class T> 579 int RGWCache<T>::watch_cb(uint64_t notify_id, 580 uint64_t cookie, 581 uint64_t notifier_id, 582 bufferlist& bl) 583 { 584 RGWCacheNotifyInfo info; 585 586 try { 587 bufferlist::iterator iter = bl.begin(); // 解析notify发过来的RGWCacheNotifyInfo 588 ::decode(info, iter); ... 596 597 rgw_bucket bucket; 598 string oid; 599 normalize_bucket_and_obj(info.obj.bucket, info.obj.get_object(), bucket, oid); // 将bucket/oid拼接成key,形式 '${bucket}+${oid}' 600 string name = normal_name(bucket, oid); 601 602 switch (info.op) { // name对应的cache entry被更新? 603 case UPDATE_OBJ: // 使用最新信息更新本地缓存 604 cache.put(name, info.obj_info, NULL); 605 break; // name对应的cache entry被删除? 606 case REMOVE_OBJ: // 将本地缓存中的name关联的entry删除 607 cache.remove(name); 608 break; 609 default: 610 mydout(0) << "WARNING: got unknown notification op: " << info.op << dendl; 611 return -EINVAL; 612 } 613 614 return 0; 615 }
当某个rgw实例有修改动作时,会改变其本地缓存。更新者负责将改变通知到其他rgw实例,
以便完成cache同步。
在下面的更新动作中,会调用 ‘int RGWCache<T>::distribute_cache‘ 方法,完成变更的
通知。
// rgw/rgw_cache.h int RGWCache<T>::delete_system_obj int RGWCache<T>::set_attr int RGWCache<T>::set_attrs int RGWCache<T>::put_system_obj_impl int RGWCache<T>::put_obj_data // 并非s3 object,而是元数据object
563 template <class T> 564 int RGWCache<T>::distribute_cache(const string& normal_name, rgw_obj& obj, ObjectCacheInfo& obj_info, int op) 565 { 566 RGWCacheNotifyInfo info; 567 568 info.op = op; 569 570 info.obj_info = obj_info; 571 info.obj = obj; 572 bufferlist bl; 573 ::encode(info, bl); // 对于RGWRados来说,就是 RGWRados::distribute 574 int ret = T::distribute(normal_name, bl); 575 return ret; 576 }
RGWRados::distribute 的实现很直接,就是在notify_oid上发出了notify2信息。
7659 int RGWRados::distribute(const string& key, bufferlist& bl) 7660 { 7661 /* 7662 * we were called before watch was initialized. This can only happen if we're updating some system 7663 * config object (e.g., zone info) during init. Don't try to distribute the cache info for these 7664 * objects, they're currently only read on startup anyway. 7665 */ 7666 if (!watch_initialized) 7667 return 0; 7668 7669 string notify_oid; // 从众多的 notify.XXX 对象中,选择一个用于发送变更通知 // 这通过对key进行简单hash 来完成选择 7670 pick_control_oid(key, notify_oid); 7671 7672 ldout(cct, 10) << "distributing notification oid=" << notify_oid << " bl.length()=" << bl.length() << dendl; 7673 int r = control_pool_ctx.notify2(notify_oid, bl, 0, NULL); 7674 return r; 7675 }
为了方便使用 ObjectCache,基于它扩展出了chain cache。chain cache使用
email/swift_name/access_key检索user_info_entry (或者 使用bucket_info_entry检索
bucket_info_entry)。
commit ab764f38c1cfb7860a657f3c3557419e8e96f4c2 Author: Yehuda Sadeh <yehuda@inktank.com> Date: Wed Mar 19 16:34:21 2014 -0700 rgw: an infrastructure for hooking into the raw cache Extend the RGWCache so that we can chain other caches to it so that when data is invalidated it notifies them. Signed-off-by: Yehuda Sadeh <yehuda@inktank.com> commit 7fb6a3d68f4745b277507d9737aaf397b2272ffa
分为数据关系和控制关系。
- 数据关系
chained cache的数据优先从ObjectCache中读取。chained cache中 Entry->data字段
存放了 bucket_info_entry/user_info_entry的指针。而ObjectCache的 cache_map中,
value部分为 ObjectCacheEntry结构。
- 控制关系
chained cache 的填充和淘汰依赖于 ObjectCache。当ObjectCache中有更新操作时,
会回调 ObjectCacheEntry的chained_entries上的所有 chained cache的回调函数,
将chained cache中的关联entry删除。
ObjectCache::chain_cache_entry 用以填充chained cache。
.. Note:: chained cache的hit/miss,并不会反映到cache的perf统计中。
目前RGW中只有两类chained cache:
(gdb) print cache.chained_cache $31 = std::list = { [0] = 0x110e3c0 <binfo_cache>, [1] = 0x110d220 <uinfo_cache> }
template <class T> class RGWChainedCacheImpl : public RGWChainedCache { RWLock lock; map<string, T> entries; // user info cache struct user_info_entry { RGWUserInfo info; RGWObjVersionTracker objv_tracker; time_t mtime; }; static RGWChainedCacheImpl<user_info_entry> uinfo_cache; ... if (uinfo_cache.find(key, &e)) { uinfo_cache.put(store, key, &e, cache_info_entries); uinfo_cache.init(store); // bucket info cache struct bucket_info_entry { RGWBucketInfo info; time_t mtime; map<string, bufferlist> attrs; }; static RGWChainedCacheImpl<bucket_info_entry> binfo_cache; ... binfo_cache.init(this); if (binfo_cache.find(bucket_name, &e)) { if (!binfo_cache.put(this, bucket_name, &e, cache_info_entries)) {
struct ObjectCacheEntry { ObjectCacheInfo info; std::list<string>::iterator lru_iter; uint64_t lru_promotion_ts; uint64_t gen; // 记录本entry存在于哪些 chained cache 中, string为 // RGWChainedCache::Entry 的 key字段 std::list<pair<RGWChainedCache *, string> > chained_entries; ... }; class ObjectCache { std::map<string, ObjectCacheEntry> cache_map; // 用来记录本ObjectCache中注册的chained cache 类型,string部分为chained cache的名字 // 当前有binfo_cache/uinfo_cache list<RGWChainedCache *> chained_cache; 1158 class RGWChainedCache { 1159 public: 1160 virtual ~RGWChainedCache() {} 1161 virtual void chain_cb(const string& key, void *data) = 0; 1162 virtual void invalidate(const string& key) = 0; 1163 virtual void invalidate_all() = 0; 1164 1165 struct Entry { 1166 RGWChainedCache *cache; // 所属的chained cache 1167 const string& key; // email/swift_name/access_key/bucket name 1168 void *data; // 指向bucket_info_entry/user_info_entry的指针 1169 1170 Entry(RGWChainedCache *_c, const string& _k, void *_d) : cache(_c), key(_k), data(_d) {} 1171 }; 1172 };
(gdb) print *chained_entry $38 = { cache = 0x110d220 <uinfo_cache>, key = "0AA3R7LRW9H2H5LFTGZQ", // 本例中是user的ak data = 0x7fd6e17f78e0 }
将chained_entry添加到chained cache,并和cache_info_entries指示的ObjectCacheEntry
相关联。
// cache_info_entries: 关联的ObjectCacheEntry // chained_entry: 待插入的entry 67 bool ObjectCache::chain_cache_entry(list<rgw_cache_entry_info *>& cache_info_entries, RGWChainedCache::Entry *chained_entry) 2306 bool put(RGWRados *store, const string& key, T *entry, list<rgw_cache_entry_info *>& cache_info_entries) { 2307 Entry chain_entry(this, key, entry); 2308 2309 /* we need the store cache to call us under its lock to maintain lock ordering */ 2310 return store->chain_cache_entry(cache_info_entries, &chain_entry); 2311 } // rgw/rgw_user.cc 228 rgw_cache_entry_info cache_info; 229 230 bufferlist::iterator iter = bl.begin(); 231 try { 232 ::decode(uid, iter); 233 int ret = rgw_get_user_info_by_uid(store, uid.user_id, e.info, &e.objv_tracker, NULL, &cache_info); ... 242 list<rgw_cache_entry_info *> cache_info_entries; 243 cache_info_entries.push_back(&cache_info); 244 245 uinfo_cache.put(store, key, &e, cache_info_entries);
101 chained_entry->cache->chain_cb(chained_entry->key, chained_entry->data);
105 for (liter = cache_entry_list.begin(); liter != cache_entry_list.end(); ++liter) { 106 ObjectCacheEntry *entry = *liter; 107 108 entry->chained_entries.push_back(make_pair<RGWChainedCache *, string>(chained_entry->cache, chained_entry->key)); 109 }
在ObjectCache有put(更新)操作时,回调entry.chained_entries上的所有chain cache的invalidate方法,将与本ObjectCacheEntry
关联的chain cache entry,从对应chain的 entries map中删除。
133 for (list<pair<RGWChainedCache *, string> >::iterator iiter = entry.chained_entries.begin(); 134 iiter != entry.chained_entries.end();ained_entriesy+iiter) { 135 RGWChainedCache *chained_cache = iiter->first; 136 chained_cache->invalidate(iiter->second); 137 } 138 139 entry.chained_entries.clear(); 140 entry.gen++; // 增加entry的版本
使用key从 chain cache 中检索 user info。key 可以是email/swift_name/access_key。
207 int rgw_get_user_info_from_index(RGWRados *store, string& key, rgw_bucket& bucket, RGWUserInfo& info, 208 RGWObjVersionTracker *objv_tracker, time_t *pmtime) 209 { 210 user_info_entry e; // 使用key 从 uinfo_cache (chain cache) 中检索 user info // 如果找到了,就返回其值 211 if (uinfo_cache.find(key, &e)) { 212 info = e.info; 213 if (objv_tracker) 214 *objv_tracker = e.objv_tracker; 215 if (pmtime) 216 *pmtime = e.mtime; 217 return 0; 218 } 219 // 如果在 chain cache 中没有找到 user info,那么就 // 从后端ceph 集群读取user info 对象的内容来获取user info 220 bufferlist bl; 221 RGWUID uid; 222 RGWObjectCtx obj_ctx(store); 223 // rgw_get_system_obj -> // RGWRados::SystemObject::Read::read -> // RGWCache<RGWRados>::get_system_obj -> // ObjectCache::get // 这里首先会从ObjectCache中读取user info 224 int ret = rgw_get_system_obj(store, obj_ctx, bucket, key, bl, NULL, &e.mtime); 225 if (ret < 0) 226 return ret; 227 228 rgw_cache_entry_info cache_info; 229 230 bufferlist::iterator iter = bl.begin(); 231 try { 232 ::decode(uid, iter); 233 int ret = rgw_get_user_info_by_uid(store, uid.user_id, e.info, &e.objv_tracker, NULL, &cache_info); 234 if (ret < 0) { 235 return ret; 236 } 237 } catch (buffer::error& err) { 238 ldout(store->ctx(), 0) << "ERROR: failed to decode user info, caught buffer::error" << dendl; 239 return -EIO; 240 } 241 // 将读取到的user info 信息 插入到 chain cache uinfo_cache中 242 list<rgw_cache_entry_info *> cache_info_entries; 243 cache_info_entries.push_back(&cache_info); 244 245 uinfo_cache.put(store, key, &e, cache_info_entries); 246 247 info = e.info; 248 if (objv_tracker) 249 *objv_tracker = e.objv_tracker; 250 if (pmtime) 251 *pmtime = e.mtime; 252 253 return 0; 254 }
[root@yhg-2 ~]# ceph daemon --cluster yhg /var/run/ceph/yhg-client.radosgw.yhg-yhg-yhg-2.asok perf dump| grep cache "cache_hit": 82, "cache_miss": 727,
[1] git commit id: 3e62d8a21609bb422cec68551ca2198f2325769b
[2] `Hello.cc librados api 使用示例 <http://192.168.12.69:81/index.php/Hello.cc_librados_api_%E4%BD%BF%E7%94%A8%E7%A4%BA%E4%BE%8B>`_
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原文地址:http://blog.csdn.net/ganggexiongqi/article/details/51314574