nimbus-eth1/nimbus/utils/lru_cache.nim
Jordan Hrycaj 179cc75c32 Update LRU complexity comment
why:
  hash tables might worst-case degrade into linear mode, so it is not
  strictly O(1)
2021-05-24 07:57:21 +01:00

213 lines
6.6 KiB
Nim

# Nimbus
# Copyright (c) 2018 Status Research & Development GmbH
# Licensed under either of
# * Apache License, version 2.0, ([LICENSE-APACHE](LICENSE-APACHE) or
# http://www.apache.org/licenses/LICENSE-2.0)
# * MIT license ([LICENSE-MIT](LICENSE-MIT) or
# http://opensource.org/licenses/MIT)
# at your option. This file may not be copied, modified, or distributed except
# according to those terms.
## Hash as hash can: LRU cache
## ===========================
##
## Provide last-recently-used cache data structure. The implementation works
## with the same complexity as the worst case of a nim hash tables operation
## which is assumed ~O(1) in most cases (so long as the table does not degrade
## into one-bucket linear mode, or some adjustment algorithm.)
##
const
# debugging, enable with: nim c -r -d:noisy:3 ...
noisy {.intdefine.}: int = 0
isMainOk {.used.} = noisy > 2
import
math,
stew/results,
tables
export
results
type
LruKey*[T,K] = ## derive an LRU key from function argument
proc(arg: T): K {.gcsafe, raises: [Defect,CatchableError].}
LruValue*[T,V,E] = ## derive an LRU value from function argument
proc(arg: T): Result[V,E] {.gcsafe, raises: [Defect,CatchableError].}
LruItem[K,V] = tuple
prv, nxt: K ## doubly linked items
value: V
LruCache*[T,K,V,E] = object
maxItems: int ## max number of entries
tab: Table[K,LruItem[K,V]] ## cache data table
first, last: K ## doubly linked item list queue
toKey: LruKey[T,K]
toValue: LruValue[T,V,E]
{.push raises: [Defect,CatchableError].}
# ------------------------------------------------------------------------------
# Public functions
# ------------------------------------------------------------------------------
proc initLruCache*[T,K,V,E](cache: var LruCache[T,K,V,E];
toKey: LruKey[T,K], toValue: LruValue[T,V,E];
cacheMaxItems = 10) =
## Initialise new LRU cache
cache.maxItems = cacheMaxItems
cache.toKey = toKey
cache.toValue = toValue
cache.tab = initTable[K,LruItem[K,V]](cacheMaxItems.nextPowerOfTwo)
proc getLruItem*[T,K,V,E](cache: var LruCache[T,K,V,E]; arg: T): Result[V,E] =
## Return `toValue(arg)`, preferably from result cached earlier
let key = cache.toKey(arg)
# Relink item if already in the cache => move to last position
if cache.tab.hasKey(key):
let lruItem = cache.tab[key]
if key == cache.last:
# Nothing to do
return ok(lruItem.value)
# Unlink key Item
if key == cache.first:
cache.first = lruItem.nxt
else:
cache.tab[lruItem.prv].nxt = lruItem.nxt
cache.tab[lruItem.nxt].prv = lruItem.prv
# Append key item
cache.tab[cache.last].nxt = key
cache.tab[key].prv = cache.last
cache.last = key
return ok(lruItem.value)
# Calculate value, pass through error unless OK
let rcValue = ? cache.toValue(arg)
# Limit number of cached items
if cache.maxItems <= cache.tab.len:
# Delete oldest/first entry
var nextKey = cache.tab[cache.first].nxt
cache.tab.del(cache.first)
cache.first = nextKey
# Add cache entry
var tabItem: LruItem[K,V]
# Initialise empty queue
if cache.tab.len == 0:
cache.first = key
cache.last = key
else:
# Append queue item
cache.tab[cache.last].nxt = key
tabItem.prv = cache.last
cache.last = key
tabItem.value = rcValue
cache.tab[key] = tabItem
result = ok(rcValue)
# ------------------------------------------------------------------------------
# Debugging/testing
# ------------------------------------------------------------------------------
when isMainModule and isMainOK:
import
strformat
const
cacheLimit = 10
keyList = [
185, 208, 53, 54, 196, 189, 187, 117, 94, 29, 6, 173, 207, 45, 31,
208, 127, 106, 117, 49, 40, 171, 6, 94, 84, 60, 125, 87, 168, 183,
200, 155, 34, 27, 67, 107, 108, 223, 249, 4, 113, 9, 205, 100, 77,
224, 19, 196, 14, 83, 145, 154, 95, 56, 236, 97, 115, 140, 134, 97,
153, 167, 23, 17, 182, 116, 253, 32, 108, 148, 135, 169, 178, 124, 147,
231, 236, 174, 211, 247, 22, 118, 144, 224, 68, 124, 200, 92, 63, 183,
56, 107, 45, 180, 113, 233, 59, 246, 29, 212, 172, 161, 183, 207, 189,
56, 198, 130, 62, 28, 53, 122]
var
getKey: LruKey[int,int] =
proc(x: int): int = x
getValue: LruValue[int,string,int] =
proc(x: int): Result[string,int] = ok($x)
cache: LruCache[int,int,string,int]
cache.initLruCache(getKey, getValue, cacheLimit)
proc verifyLinks[T,K,V,E](cache: var LruCache[T,K,V,E]) =
var key = cache.first
if cache.tab.len == 1:
doAssert cache.tab.hasKey(key)
doAssert key == cache.last
elif 1 < cache.tab.len:
# forward links
for n in 1 ..< cache.tab.len:
var curKey = key
key = cache.tab[curKey].nxt
if cache.tab[key].prv != curKey:
echo &">>> ({n}): " &
&"cache.tab[{key}].prv == {cache.tab[key].prv} exp {curKey}"
doAssert cache.tab[key].prv == curKey
doAssert key == cache.last
# backward links
for n in 1 ..< cache.tab.len:
var curKey = key
key = cache.tab[curKey].prv
if cache.tab[key].nxt != curKey:
echo &">>> ({n}): " &
&"cache.tab[{key}].nxt == {cache.tab[key].nxt} exp {curKey}"
doAssert cache.tab[key].nxt == curKey
doAssert key == cache.first
proc toKeyList[T,K,V,E](cache: var LruCache[T,K,V,E]): seq[K] =
cache.verifyLinks
if 0 < cache.tab.len:
var key = cache.first
while key != cache.last:
result.add key
key = cache.tab[key].nxt
result.add cache.last
proc toValueList[T,K,V,E](cache: var LruCache[T,K,V,E]): seq[V] =
cache.verifyLinks
if 0 < cache.tab.len:
var key = cache.first
while key != cache.last:
result.add cache.tab[key].value
key = cache.tab[key].nxt
result.add cache.tab[cache.last].value
var lastQ: seq[int]
for w in keyList:
var
key = w mod 13
reSched = cache.tab.hasKey(key)
value = cache.getLruItem(key)
queue = cache.toKeyList
values = cache.toValueList
# verfy key/value pairs
for n in 0 ..< queue.len:
doAssert $queue[n] == $values[n]
if reSched:
echo &"+++ rotate {value} => {queue}"
else:
echo &"*** append {value} => {queue}"
# ------------------------------------------------------------------------------
# End
# ------------------------------------------------------------------------------