Redis中Key的过期策略和淘汰机制

Key的过期策略

Redis的Key有3种过期删除策略，具体如下：

1. 定时删除

• 原理：在设置键的过期时间的同时，创建一个定时器（timer），让定时器在键的过期时间来临时，立即执行对键的删除操作
• 优点：能够很及时的删除过期的Key，能够最大限度的节约内存
• 缺点：对CPU时间不友好，如果过期的Key比较多时，可能会占用相当一部分CPU时间，对服务器的响应时间和吞吐量造成影响

2. 惰性删除

• 原理：在取出键时才对键进行过期检查，如果发现过期了就会被删除
• 优点：对CPU友好，能够最大限度的节约CPU时间
• 缺点：对内存不友好，过期的Key会占用内存，造成浪费

3. 定期删除

• 原理：定期删除策略是定时删除策略和惰性删除策略的一个折中。定期删除策略每隔一段时间执行一次删除过期键的操作，并通过限制删除操作执行的时长和频率来减少删除操作对CPU时间的影响
• 优点：对CPU时间和内存空间的一种权衡，可以根据实际使用情况来调整删除操作执行的时长和频率
• 缺点：确定删除操作执行的时长和频率很难。如果删除操作执行的太频繁，或者执行的时间太长，退化成定时删除策略；如果删除操作执行的太少，或者执行时间太短，退化成惰性删除策略

Redis服务器实际使用的是惰性删除和定期删除两种策略：通过配合使用这两种删除策略，服务器可以很好地在合理使用CPU时间和避免浪费内存空间之间取得平衡。Redis默认每隔100ms随机抽取一些设置了过期时间的key，检查是否过期，如果过期就删除。

内存淘汰机制

如果Redis服务器打开了maxmemory选项，并且服务器占用的内存数超过了maxmemory选项所设置的上限值时，会进行内存淘汰，常见的淘汰策略如下：

• volatile-lru：从已设置过期时间的数据集中挑选最近最少使用的数据淘汰

• volatile-ttl：从已设置过期时间的数据集中挑选将要过期的数据淘汰

• volatile-random：从已设置过期时间的数据集中任意选择数据淘汰

• volatile-lfu：从已设置过期时间的数据集挑选使用频率最低的数据淘汰

• allkeys-lru：从数据集（server.db[i].dict）中挑选最近最少使用的数据淘汰

• allkeys-lfu：从数据集（server.db[i].dict）中挑选使用频率最低的数据淘汰

• allkeys-random：从数据集（server.db[i].dict）中任意选择数据淘汰

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  https://www.imdb.com/list/ls080829755/?ref_=otl_r1
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  https://www.imdb.com/list/ls080829733/?ref_=otl_iu
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  https://www.imdb.com/list/ls080829163/?ref_=otl_pt
  https://www.imdb.com/list/ls080829128/?ref_=otl_qq
  https://www.imdb.com/list/ls080829146/?ref_=otl_mn
  https://www.imdb.com/list/ls080829180/?ref_=otl_1d
  https://www.imdb.com/list/ls080829183/?ref_=otl_ud
  https://www.imdb.com/list/ls080829304/?ref_=otl_jg
  https://www.imdb.com/list/ls080829357/?ref_=otl_wv
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  https://www.imdb.com/list/ls080829322/?ref_=otl_a4
  https://www.imdb.com/list/ls080829395/?ref_=otl_e6
  https://www.imdb.com/list/ls080829381/?ref_=otl_yn
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  https://www.imdb.com/list/ls080829654/?ref_=otl_84
  https://www.imdb.com/list/ls080829668/?ref_=otl_vo
  https://www.imdb.com/list/ls080829643/?ref_=otl_c1
  https://www.imdb.com/list/ls080829685/?ref_=otl_0p
  https://www.imdb.com/list/ls080829689/?ref_=otl_4w
  https://www.imdb.com/list/ls080829250/?ref_=otl_7h
  https://www.imdb.com/list/ls080829252/?ref_=otl_nb
  https://www.imdb.com/list/ls080829210/?ref_=otl_om
  https://www.imdb.com/list/ls080829219/?ref_=otl_1r
  https://www.imdb.com/list/ls080829238/?ref_=otl_t1
  https://www.imdb.com/list/ls080829263/?ref_=otl_dr
  https://www.imdb.com/list/ls080829292/?ref_=otl_ok
  https://www.imdb.com/list/ls080829287/?ref_=otl_15
  https://www.imdb.com/list/ls080829408/?ref_=otl_z3
  https://www.imdb.com/list/ls080829458/?ref_=otl_26
  https://www.imdb.com/list/ls080829412/?ref_=otl_5p
  https://www.imdb.com/list/ls080829431/?ref_=otl_hn
  https://www.imdb.com/list/ls080829426/?ref_=otl_00
  https://www.imdb.com/list/ls080829441/?ref_=otl_d6
  https://www.imdb.com/list/ls080829486/?ref_=otl_f8
  https://www.imdb.com/list/ls080829907/?ref_=otl_2z
  https://www.imdb.com/list/ls080829959/?ref_=otl_q2
  https://www.imdb.com/list/ls080829978/?ref_=otl_vf
  https://www.imdb.com/list/ls080829931/?ref_=otl_kh
  https://www.imdb.com/list/ls080829939/?ref_=otl_fp
  https://www.imdb.com/list/ls080829947/?ref_=otl_0c
  https://www.imdb.com/list/ls080829995/?ref_=otl_gw
  https://www.imdb.com/list/ls080829987/?ref_=otl_2i
  https://www.imdb.com/list/ls080829805/?ref_=otl_y0
  https://www.imdb.com/list/ls080829856/?ref_=otl_h7
  https://www.imdb.com/list/ls080829871/?ref_=otl_84
  https://www.imdb.com/list/ls080829833/?ref_=otl_3n
  https://www.imdb.com/list/ls080829838/?ref_=otl_p5
  https://www.imdb.com/list/ls080829826/?ref_=otl_dl
  https://www.imdb.com/list/ls080829824/?ref_=otl_qu
  https://www.imdb.com/list/ls080828001/?ref_=otl_zt
  https://www.imdb.com/list/ls080828008/?ref_=otl_0k
  https://www.imdb.com/list/ls080828076/?ref_=otl_1h
  https://www.imdb.com/list/ls080828017/?ref_=otl_6b
  https://www.imdb.com/list/ls080828031/?ref_=otl_yy
  https://www.imdb.com/list/ls080828034/?ref_=otl_7j
  https://www.imdb.com/list/ls080828021/?ref_=otl_nn
  https://www.imdb.com/list/ls080828029/?ref_=otl_gc
  https://www.imdb.com/list/ls080828044/?ref_=otl_3z
  https://www.imdb.com/list/ls080828048/?ref_=otl_1v
  https://www.imdb.com/list/ls080828087/?ref_=otl_kd
  https://www.imdb.com/list/ls080828082/?ref_=otl_8o
  https://www.imdb.com/list/ls080828555/?ref_=otl_wc
  https://www.imdb.com/list/ls080828558/?ref_=otl_d1
  https://www.imdb.com/list/ls080828511/?ref_=otl_lf
  https://www.imdb.com/list/ls080828535/?ref_=otl_1f
  https://www.imdb.com/list/ls080828561/?ref_=otl_0n
  https://www.imdb.com/list/ls080828568/?ref_=otl_nz
  https://www.imdb.com/list/ls080828540/?ref_=otl_k2
  https://www.imdb.com/list/ls080828546/?ref_=otl_1f
  https://www.imdb.com/list/ls080828596/?ref_=otl_11
  https://www.imdb.com/list/ls080828587/?ref_=otl_86
  https://www.imdb.com/list/ls080828716/?ref_=otl_ii
  https://www.imdb.com/list/ls080828730/?ref_=otl_7d
  https://www.imdb.com/list/ls080828738/?ref_=otl_wi
  https://www.imdb.com/list/ls080828768/?ref_=otl_i6
  https://www.imdb.com/list/ls080828746/?ref_=otl_zy
  https://www.imdb.com/list/ls080828744/?ref_=otl_tw
  https://www.imdb.com/list/ls080828785/?ref_=otl_5a
  https://www.imdb.com/list/ls080828788/?ref_=otl_j1
  https://www.imdb.com/list/ls080828158/?ref_=otl_p5
  https://www.imdb.com/list/ls080828179/?ref_=otl_jt
  https://www.imdb.com/list/ls080828132/?ref_=otl_7f
  https://www.imdb.com/list/ls080828167/?ref_=otl_9p
  https://www.imdb.com/list/ls080828124/?ref_=otl_7t
  https://www.imdb.com/list/ls080828141/?ref_=otl_b1
  https://www.imdb.com/list/ls080828194/?ref_=otl_pj
  https://www.imdb.com/list/ls080828186/?ref_=otl_ps
  https://www.imdb.com/list/ls080828350/?ref_=otl_o8
  https://www.imdb.com/list/ls080828354/?ref_=otl_po
  https://www.imdb.com/list/ls080828311/?ref_=otl_4a
  https://www.imdb.com/list/ls080828318/?ref_=otl_90
  https://www.imdb.com/list/ls080828338/?ref_=otl_mz
  https://www.imdb.com/list/ls080828362/?ref_=otl_pe
  https://www.imdb.com/list/ls080828346/?ref_=otl_7r
  https://www.imdb.com/list/ls080828397/?ref_=otl_kw
  https://www.imdb.com/list/ls080828384/?ref_=otl_80
  https://www.imdb.com/list/ls080828603/?ref_=otl_ck
  https://www.imdb.com/list/ls080828654/?ref_=otl_93
  https://www.imdb.com/list/ls080828671/?ref_=otl_ge
  https://www.imdb.com/list/ls080828619/?ref_=otl_t7
  https://www.imdb.com/list/ls080828632/?ref_=otl_bt
  https://www.imdb.com/list/ls080828695/?ref_=otl_dw
  https://www.imdb.com/list/ls080828699/?ref_=otl_sr
  https://www.imdb.com/list/ls080828202/?ref_=otl_dt
  https://www.imdb.com/list/ls080828209/?ref_=otl_81
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  https://www.imdb.com/list/ls080828210/?ref_=otl_9g
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  https://www.imdb.com/list/ls080828222/?ref_=otl_9j
  https://www.imdb.com/list/ls080828247/?ref_=otl_ww
  https://www.imdb.com/list/ls080828292/?ref_=otl_9t
  https://www.imdb.com/list/ls080828282/?ref_=otl_1r
  https://www.imdb.com/list/ls080828402/?ref_=otl_dt
  https://www.imdb.com/list/ls080828456/?ref_=otl_wj
  https://www.imdb.com/list/ls080828479/?ref_=otl_2w
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  https://www.imdb.com/list/ls080828485/?ref_=otl_lb
  https://www.imdb.com/list/ls080828902/?ref_=otl_1n
  https://www.imdb.com/list/ls080828908/?ref_=otl_5a
  https://www.imdb.com/list/ls080828972/?ref_=otl_2u
  https://www.imdb.com/list/ls080828912/?ref_=otl_cr
  https://www.imdb.com/list/ls080828960/?ref_=otl_5j
  https://www.imdb.com/list/ls080828969/?ref_=otl_9t
  https://www.imdb.com/list/ls080828941/?ref_=otl_gy
  https://www.imdb.com/list/ls080828948/?ref_=otl_1j
  https://www.imdb.com/list/ls080828996/?ref_=otl_x1
  https://www.imdb.com/list/ls080828985/?ref_=otl_3l
  https://www.imdb.com/list/ls080828808/?ref_=otl_gg
  https://www.imdb.com/list/ls080828856/?ref_=otl_1l
  https://www.imdb.com/list/ls080828874/?ref_=otl_03
  https://www.imdb.com/list/ls080828815/?ref_=otl_j5
  https://www.imdb.com/list/ls080828832/?ref_=otl_35

• no-enviction（驱逐）：禁止驱逐数据，这也是默认策略。意思是当内存不足以容纳新入数据时，新写入操作就会报错，请求可以继续进行，线上任务也不能持续进行，采用no-enviction策略可以保证数据不被丢失。