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SmoothRateLimiter.java
what if the ratelimiter was unused for a long period of
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what if the ratelimiter was unused for a long period of | SmoothRateLimiter.java
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3,819
SmoothRateLimiter.java
time, then a request arrived and was immediately granted?
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time, then a request arrived and was immediately granted? | SmoothRateLimiter.java
8,899
3,820
SmoothRateLimiter.java
this ratelimiter would immediately
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this ratelimiter would immediately | SmoothRateLimiter.java
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3,821
SmoothRateLimiter.java
forget about that past underutilization.
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forget about that past underutilization. | SmoothRateLimiter.java
8,901
3,822
SmoothRateLimiter.java
this may result in either underutilization or
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this may result in either underutilization or | SmoothRateLimiter.java
8,902
3,823
SmoothRateLimiter.java
overflow, depending on the real world consequences of not using the expected rate.
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0
overflow, depending on the real world consequences of not using the expected rate. | SmoothRateLimiter.java
8,903
3,824
SmoothRateLimiter.java
past underutilization could mean that excess resources are available.
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past underutilization could mean that excess resources are available. | SmoothRateLimiter.java
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3,825
SmoothRateLimiter.java
then, the ratelimiter
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0
then, the ratelimiter | SmoothRateLimiter.java
8,905
3,826
SmoothRateLimiter.java
should speed up for a while, to take advantage of these resources.
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should speed up for a while, to take advantage of these resources. | SmoothRateLimiter.java
8,906
3,827
SmoothRateLimiter.java
this is important when the
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this is important when the | SmoothRateLimiter.java
8,907
3,828
SmoothRateLimiter.java
rate is applied to networking limiting bandwidth , where past underutilization typically
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rate is applied to networking limiting bandwidth , where past underutilization typically | SmoothRateLimiter.java
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3,829
SmoothRateLimiter.java
translates to almost empty buffers , which can be filled immediately.
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translates to almost empty buffers , which can be filled immediately. | SmoothRateLimiter.java
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3,830
SmoothRateLimiter.java
on the other hand, past underutilization could mean that the server responsible for handling
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0
on the other hand, past underutilization could mean that the server responsible for handling | SmoothRateLimiter.java
8,910
3,831
SmoothRateLimiter.java
the request has become less ready for future requests , ie its caches become stale, and
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0
the request has become less ready for future requests , ie its caches become stale, and | SmoothRateLimiter.java
8,911
3,832
SmoothRateLimiter.java
requests become more likely to trigger expensive operations a more extreme case of this
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requests become more likely to trigger expensive operations a more extreme case of this | SmoothRateLimiter.java
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3,833
SmoothRateLimiter.java
example is when a server has just booted, and it is mostly busy with getting itself up to
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example is when a server has just booted, and it is mostly busy with getting itself up to | SmoothRateLimiter.java
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SmoothRateLimiter.java
speed .
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speed . | SmoothRateLimiter.java
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3,835
SmoothRateLimiter.java
to deal with such scenarios, we add an extra dimension, that of past underutilization ,
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to deal with such scenarios, we add an extra dimension, that of past underutilization , | SmoothRateLimiter.java
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3,836
SmoothRateLimiter.java
modeled by storedpermits variable.
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modeled by storedpermits variable. | SmoothRateLimiter.java
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SmoothRateLimiter.java
this variable is zero when there is no underutilization,
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this variable is zero when there is no underutilization, | SmoothRateLimiter.java
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3,838
SmoothRateLimiter.java
and it can grow up to maxstoredpermits, for sufficiently large underutilization.
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and it can grow up to maxstoredpermits, for sufficiently large underutilization. | SmoothRateLimiter.java
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SmoothRateLimiter.java
so, the
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0
so, the | SmoothRateLimiter.java
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3,840
SmoothRateLimiter.java
requested permits, by an invocation acquire permits , are served from
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requested permits, by an invocation acquire permits , are served from | SmoothRateLimiter.java
8,920
3,841
SmoothRateLimiter.java
stored permits if available
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stored permits if available | SmoothRateLimiter.java
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3,842
SmoothRateLimiter.java
fresh permits for any remaining permits
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fresh permits for any remaining permits | SmoothRateLimiter.java
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3,843
SmoothRateLimiter.java
how this works is best explained with an example
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how this works is best explained with an example | SmoothRateLimiter.java
8,923
3,844
SmoothRateLimiter.java
for a ratelimiter that produces 1 token per second, every second that goes by with the
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0
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0
for a ratelimiter that produces 1 token per second, every second that goes by with the | SmoothRateLimiter.java
8,924
3,845
SmoothRateLimiter.java
ratelimiter being unused, we increase storedpermits by 1.
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ratelimiter being unused, we increase storedpermits by 1. | SmoothRateLimiter.java
8,925
3,846
SmoothRateLimiter.java
say we leave the ratelimiter unused
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say we leave the ratelimiter unused | SmoothRateLimiter.java
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3,847
SmoothRateLimiter.java
for 10 seconds ie, we expected a request at time x, but we are at time x 10 seconds before
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for 10 seconds ie, we expected a request at time x, but we are at time x 10 seconds before | SmoothRateLimiter.java
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SmoothRateLimiter.java
a request actually arrives this is also related to the point made in the last paragraph , thus
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0
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0
a request actually arrives this is also related to the point made in the last paragraph , thus | SmoothRateLimiter.java
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SmoothRateLimiter.java
storedpermits becomes 100 assuming maxstoredpermits 100 .
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storedpermits becomes 100 assuming maxstoredpermits 100 . | SmoothRateLimiter.java
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SmoothRateLimiter.java
at that point, a request of
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0
at that point, a request of | SmoothRateLimiter.java
8,930
3,851
SmoothRateLimiter.java
acquire 3 arrives.
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0
acquire 3 arrives. | SmoothRateLimiter.java
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3,852
SmoothRateLimiter.java
we serve this request out of storedpermits, and reduce that to 70 how
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we serve this request out of storedpermits, and reduce that to 70 how | SmoothRateLimiter.java
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SmoothRateLimiter.java
this is translated to throttling time is discussed later .
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this is translated to throttling time is discussed later . | SmoothRateLimiter.java
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SmoothRateLimiter.java
immediately after, assume that an
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immediately after, assume that an | SmoothRateLimiter.java
8,934
3,855
SmoothRateLimiter.java
acquire 10 request arriving.
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acquire 10 request arriving. | SmoothRateLimiter.java
8,935
2,832
CacheBuilder.java
a builder of @link loadingcache and @link cache instances having any combination of the
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0
a builder of @link loadingcache and @link cache instances having any combination of the | CacheBuilder.java
8,936
3,856
SmoothRateLimiter.java
we serve the request partly from storedpermits, using all the
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0
we serve the request partly from storedpermits, using all the | SmoothRateLimiter.java
8,937
2,833
CacheBuilder.java
following features
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following features | CacheBuilder.java
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3,857
SmoothRateLimiter.java
remaining 70 permits, and the remaining 30, we serve them by fresh permits produced by the
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0
remaining 70 permits, and the remaining 30, we serve them by fresh permits produced by the | SmoothRateLimiter.java
8,939
2,834
CacheBuilder.java
ul
0
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0
ul | CacheBuilder.java
8,940
3,858
SmoothRateLimiter.java
rate limiter.
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rate limiter. | SmoothRateLimiter.java
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CacheBuilder.java
li automatic loading of entries into the cache
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li automatic loading of entries into the cache | CacheBuilder.java
8,942
3,859
SmoothRateLimiter.java
we already know how much time it takes to serve 3 fresh permits if the rate is
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0
we already know how much time it takes to serve 3 fresh permits if the rate is | SmoothRateLimiter.java
8,943
2,836
CacheBuilder.java
li least recently used eviction when a maximum size is exceeded
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li least recently used eviction when a maximum size is exceeded | CacheBuilder.java
8,944
3,860
SmoothRateLimiter.java
1 token per second , then this will take 3 seconds.
0
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0
1 token per second , then this will take 3 seconds. | SmoothRateLimiter.java
8,945
2,837
CacheBuilder.java
li time based expiration of entries, measured since last access or last write
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0
li time based expiration of entries, measured since last access or last write | CacheBuilder.java
8,946
3,861
SmoothRateLimiter.java
but what does it mean to serve 7 stored
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0
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0
but what does it mean to serve 7 stored | SmoothRateLimiter.java
8,947
2,838
CacheBuilder.java
li keys automatically wrapped in @linkplain weakreference weak references
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0
li keys automatically wrapped in @linkplain weakreference weak references | CacheBuilder.java
8,948
3,862
SmoothRateLimiter.java
permits?
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0
permits? | SmoothRateLimiter.java
8,949
2,839
CacheBuilder.java
li values automatically wrapped in @linkplain weakreference weak or @linkplain
0
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0
li values automatically wrapped in @linkplain weakreference weak or @linkplain | CacheBuilder.java
8,950
3,863
SmoothRateLimiter.java
as explained above, there is no unique answer.
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as explained above, there is no unique answer. | SmoothRateLimiter.java
8,951
2,840
CacheBuilder.java
softreference soft references
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softreference soft references | CacheBuilder.java
8,952
3,864
SmoothRateLimiter.java
if we are primarily interested to deal
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if we are primarily interested to deal | SmoothRateLimiter.java
8,953
2,841
CacheBuilder.java
li notification of evicted or otherwise removed entries
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li notification of evicted or otherwise removed entries | CacheBuilder.java
8,954
3,865
SmoothRateLimiter.java
with underutilization, then we want stored permits to be given out faster than fresh ones,
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0
Pointer
0
with underutilization, then we want stored permits to be given out faster than fresh ones, | SmoothRateLimiter.java
8,955
3,866
SmoothRateLimiter.java
because underutilization free resources for the taking.
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because underutilization free resources for the taking. | SmoothRateLimiter.java
8,956
2,843
CacheBuilder.java
ul
0
0
Pointer
0
ul | CacheBuilder.java
8,957
3,867
SmoothRateLimiter.java
if we are primarily interested to
0
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0
if we are primarily interested to | SmoothRateLimiter.java
8,958
2,844
CacheBuilder.java
p these features are all optional caches can be created using all or none of them.
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0
p these features are all optional caches can be created using all or none of them. | CacheBuilder.java
8,959
3,868
SmoothRateLimiter.java
deal with overflow, then stored permits could be given out slower than fresh ones.
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deal with overflow, then stored permits could be given out slower than fresh ones. | SmoothRateLimiter.java
8,960
2,845
CacheBuilder.java
by default
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by default | CacheBuilder.java
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SmoothRateLimiter.java
thus, we
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0
thus, we | SmoothRateLimiter.java
8,962
2,846
CacheBuilder.java
cache instances created by @code cachebuilder will not perform any type of eviction.
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cache instances created by @code cachebuilder will not perform any type of eviction. | CacheBuilder.java
8,963
3,870
SmoothRateLimiter.java
require a different in each case function that translates storedpermits to throttling time.
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require a different in each case function that translates storedpermits to throttling time. | SmoothRateLimiter.java
8,964
2,847
CacheBuilder.java
p usage example
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p usage example | CacheBuilder.java
8,965
3,871
SmoothRateLimiter.java
this role is played by storedpermitstowaittime double storedpermits, double permitstotake .
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this role is played by storedpermitstowaittime double storedpermits, double permitstotake . | SmoothRateLimiter.java
8,966
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CacheBuilder.java
pre @code
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pre @code | CacheBuilder.java
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3,872
SmoothRateLimiter.java
the
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the | SmoothRateLimiter.java
8,968
2,849
CacheBuilder.java
loadingcache key, graph graphs cachebuilder^newbuilder
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loadingcache key, graph graphs cachebuilder^newbuilder | CacheBuilder.java
8,969
3,873
SmoothRateLimiter.java
underlying model is a continuous function mapping storedpermits from 00 to maxstoredpermits
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underlying model is a continuous function mapping storedpermits from 00 to maxstoredpermits | SmoothRateLimiter.java
8,970
2,850
CacheBuilder.java
maximumsize 10000
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0
maximumsize 10000 | CacheBuilder.java
8,971
2,851
CacheBuilder.java
expireafterwrite duration^ofminutes 10
0
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0
expireafterwrite duration^ofminutes 10 | CacheBuilder.java
8,972
3,875
SmoothRateLimiter.java
storedpermits
0
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0
storedpermits | SmoothRateLimiter.java
8,973
2,852
CacheBuilder.java
removallistener my listener
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0
removallistener my listener | CacheBuilder.java
8,974
3,876
SmoothRateLimiter.java
essentially measure unused time we spend unused time buying storing permits.
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essentially measure unused time we spend unused time buying storing permits. | SmoothRateLimiter.java
8,975
2,853
CacheBuilder.java
build
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0
build | CacheBuilder.java
8,976
3,877
SmoothRateLimiter.java
rate is
0
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0
rate is | SmoothRateLimiter.java
8,977
2,854
CacheBuilder.java
new cacheloader key, graph
0
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0
new cacheloader key, graph | CacheBuilder.java
8,978
3,878
SmoothRateLimiter.java
permits time , thus 1 rate time permits .
0
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0
permits time , thus 1 rate time permits . | SmoothRateLimiter.java
8,979
2,855
CacheBuilder.java
public graph load key key throws anyexception
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0
public graph load key key throws anyexception | CacheBuilder.java
8,980
3,879
SmoothRateLimiter.java
thus, 1 rate time permits times
0
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0
thus, 1 rate time permits times | SmoothRateLimiter.java
8,981
2,856
CacheBuilder.java
return createexpensivegraph key
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0
return createexpensivegraph key | CacheBuilder.java
8,982
2,857
CacheBuilder.java
pre
0
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Pointer
0
pre | CacheBuilder.java
8,983
2,858
CacheBuilder.java
p or equivalently,
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0
p or equivalently, | CacheBuilder.java
8,984
3,882
SmoothRateLimiter.java
of requested permits.
0
0
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0
of requested permits. | SmoothRateLimiter.java
8,985
2,859
CacheBuilder.java
pre @code
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0
pre @code | CacheBuilder.java
8,986
2,860
CacheBuilder.java
in real life this would come from a command line flag or config file
0
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0
in real life this would come from a command line flag or config file | CacheBuilder.java
8,987
2,863
CacheBuilder.java
removallistener my listener
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0
removallistener my listener | CacheBuilder.java
8,988
2,864
CacheBuilder.java
build
0
0
Pointer
0
build | CacheBuilder.java
8,989
2,865
CacheBuilder.java
new cacheloader key, graph
0
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0
new cacheloader key, graph | CacheBuilder.java
8,990
2,866
CacheBuilder.java
public graph load key key throws anyexception
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0
public graph load key key throws anyexception | CacheBuilder.java
8,991
2,867
CacheBuilder.java
return createexpensivegraph key
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0
return createexpensivegraph key | CacheBuilder.java
8,992
3,891
SmoothRateLimiter.java
this guarantees that we handle
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0
this guarantees that we handle | SmoothRateLimiter.java
8,993
2,868
CacheBuilder.java
pre
0
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0
pre | CacheBuilder.java
8,994
2,869
CacheBuilder.java
p the returned cache is implemented as a hash table with similar performance characteristics to
0
0
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0
p the returned cache is implemented as a hash table with similar performance characteristics to | CacheBuilder.java
8,995
2,870
CacheBuilder.java
@link concurrenthashmap .
0
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0
@link concurrenthashmap . | CacheBuilder.java
8,996
2,871
CacheBuilder.java
it implements all optional operations of the @link loadingcache and
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0
it implements all optional operations of the @link loadingcache and | CacheBuilder.java
8,997