我正在Clojure上测试Alia在6节点Cassandra集群上的性能。即使多线程我也只能获得大约400次写入/秒。使用Firebrand Cassandra驱动程序并在Java中手动处理线程,我们可以通过96个线程获得5000次写入/秒。
我在这里使用座席时做错了什么?在这台运行的机器上,CPU使用率仅为25%左右。这似乎非常低。
更新:在Alia建议的作者中,使用预准备语句而不是原始语句以同步,单线程方式实现高达2500 /秒的增益。我仍然需要通过Clojure的多线程测试这个,并分别利用Alia /底层Java驱动程序内置的异步函数来查看哪个更快。
更新2:我现在通过额外利用驱动程序内置的异步功能,看到类似于mpenet的结果。
(ns alia-perf-test.core
(:gen-class)
(:require [qbits.alia :as alia]
[qbits.hayt :as hayt]))
(defn exec-query [session query]
(alia/execute session (hayt/->raw query)))
(defmacro time-query
[expr]
`(let [start# (. System (nanoTime))
ret# ~expr]
(/ (double (- (. System (nanoTime)) start#)) 1000000.0)))
(defn write-entity
[total-time session entity]
(let [query (hayt/->raw (hayt/insert :entities (hayt/values entity) (hayt/using :timestamp 1234)))
query-time (time-query (alia/execute session query))]
(+ total-time query-time)))
(defn generate-entity []
{:id (str (java.util.UUID/randomUUID)) :num 0})
(defn write-something
[write-agent session]
(send-off write-agent write-entity
session
(generate-entity)))
(defn -main [& args]
(let [cluster (alia/cluster ["server1"
"server2"
"server3"
"server4"
"server5"
"server6"]
:pooling-options {:core-connections-per-host [:local 16 :remote 16]
:max-connections-per-host [:local 1000 :remote 1000]
:max-simultaneous-requests-per-connection [:local 32 :remote 32]
:min-simultaneous-requests-per-connection [:local 16 :remote 16]})
session (alia/connect cluster)]
(alia/set-consistency! :any)
(exec-query session (hayt/create-keyspace :aliaperftest
(hayt/with {:replication
{:class "NetworkTopologyStrategy"
:dc1 3 :dc2 3}})))
(exec-query session (hayt/use-keyspace :aliaperftest))
(exec-query session (hayt/create-table :entities
(hayt/column-definitions {:id :varchar
:num :int
:primary-key [:id]})))
(let [num-entities 10000
write-agent (agent 0)]
(dotimes [n num-entities]
(write-something write-agent session))
(await write-agent)
(println "Wrote" num-entities "entities in" @write-agent "ms -"
(* (/ num-entities @write-agent) 1000.0) "ops/sec"))
(exec-query session (hayt/drop-table :entities))
(exec-query session (hayt/drop-keyspace :aliaperftest))
(alia/shutdown session)
(alia/shutdown cluster)
(shutdown-agents)))
答案 0 :(得分:0)
更新:我已经在异步模式下使用alia的成功处理程序(使用单个节点)在~8秒内完成100k请求,使用atom接收结果并等待所有响应到达。
根据您的设置和批处理,使用自定义执行程序也可以从中挤出更多性能,我没有走得那么远。 见:https://github.com/mpenet/alia/blob/master/docs/guide.md#executors