Redis刪除大Key
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這裡說的大key是指包含很多元素的set,sorted set,list和hash。
刪除操作,我們一般想到有2種,del
和expire
。
DEL
Time complexity: O(N)where N is the number of keys that will be removed. When a key to remove holds a value other than a string, the individual complexity for this key is O(M) where M is the number of elements in the list, set, sorted set or hash. Removing a single key that holds a string value is O(1).
如果要刪除的key是一個集合,包含了很多元素,那麼DEL
時的耗時和元素個數成正比,所以如果直接DEL
,會很慢。
EXPIRE
Note that calling EXPIRE/PEXPIRE with a non-positive timeout or EXPIREAT/PEXPIREAT with a time in the past will result in the key being deleted rather than expired (accordingly, the emitted key event will be del, not expired).
想著expire會不會可以不是直接刪除,可惜官網的描述讓我心灰意冷,如果expire後指定的timeout不是正數,也就是<=0,那其實就是DEL
。
一點一點刪
我們知道Redis的工作執行緒是單執行緒的,如果一個command堵塞了,那所有請求都會超時,這時候,一些騷操作也許可以幫助你。
其實如果想刪除key,可以分解成2個目的,1:不想讓其他人訪問到這個key,2:釋放空間。
那其實我們可以分解成兩步,先用RENAME
把原先的key rename成另一個key,比如:
RENAME userInfo:123 "deleteKey:userInfo:123"
然後可以慢慢去刪"deleteKey:userInfo:123",如果是set,那麼可以用SREM
慢慢刪,最後再用DEL
徹底刪掉。
這裡可以搞個task去SCAN deleteKey:*
,然後慢慢刪除。
UNLINK
Redis 4.0.0提供了一個更加方便的命令
Available since 4.0.0.
Time complexity: O(1)for each key removed regardless of its size. Then the command does O(N) work in a different thread in order to reclaim memory, where N is the number of allocations the deleted objects where composed of.
UNLINK
其實是直接返回,然後在後臺執行緒慢慢刪除。
如果你的Redis版本>=4.0.0,那麼強烈建議使用UNLINK
來刪除。
刪除耗時測試結果
單位:微秒
|Set個數|DEL|EXPIRE|UNLINK| |--|--|--|--| |1|90|97|75| |10|79|67|100| |100|51|49|47| |1000|303|296|49| |10000|2773|2592|52| |100000|31210|33157|51| |1000000|549388|501536|62|
package main import ( "github.com/go-redis/redis" "fmt" "time" ) func main() { client := redis.NewClient(&redis.Options{ Addr:"localhost:6379", Password:"", DB:0, ReadTimeout:1000 * 1000 * 1000 * 60 * 60 * 24, WriteTimeout: 1000 * 1000 * 1000 * 60 * 60 * 24, }) maxLength := int64(10000 * 100) for n := int64(1); n <= maxLength; n *= 10 { fmt.Println("Set個數", n) TestDelBigSet(client, n) TestExpireBigSet(client, n) TestUnlinkBigSet(client, n) fmt.Println() } } func TestDelBigSet(client *redis.Client, count int64) { redisKey := fmt.Sprintf("%s%d", "del:", time.Now().Nanosecond()) for n := int64(0); n < count; n++ { err := client.SAdd(redisKey, fmt.Sprintf("%d", n)).Err() if err != nil { panic(err) } } startTime := CurrentTimestampInMicroSecond() client.Del(redisKey) endTime := CurrentTimestampInMicroSecond() fmt.Println("Del", endTime-startTime) } func TestUnlinkBigSet(client *redis.Client, count int64) { redisKey := fmt.Sprintf("%s%d", "unlink:", time.Now().Nanosecond()) for n := int64(0); n < count; n++ { err := client.SAdd(redisKey, fmt.Sprintf("%d", n)).Err() if err != nil { panic(err) } } startTime := CurrentTimestampInMicroSecond() client.Unlink(redisKey) endTime := CurrentTimestampInMicroSecond() fmt.Println("Unlink", endTime-startTime) } func TestExpireBigSet(client *redis.Client, count int64) { redisKey := fmt.Sprintf("%s%d", "expire:", time.Now().Nanosecond()) for n := int64(0); n < count; n++ { err := client.SAdd(redisKey, fmt.Sprintf("%d", n)).Err() if err != nil { panic(err) } } startTime := CurrentTimestampInMicroSecond() client.Expire(redisKey, 0) endTime := CurrentTimestampInMicroSecond() fmt.Println("Expire", endTime-startTime) } func CurrentTimestampInMicroSecond() int64 { return time.Now().UnixNano() / 1000 }