fix(emqx_broker_bench): test real match performance
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@ -18,32 +18,83 @@
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-ifdef(EMQX_BENCHMARK).
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-export([start/1, run1/0, run1/2]).
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-export([run/1, run1/0, run1/4]).
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run1() -> run1(4, 1000).
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-define(T(Expr), timer:tc(fun() -> Expr end)).
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run1(Factor, Limit) ->
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start(#{factor => Factor,
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limit => Limit,
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sub_ptn => <<"device/{{id}}/+/{{num}}/#">>,
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pub_ptn => <<"device/{{id}}/xays/{{num}}/foo/bar/baz">>}).
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run1() -> run1(80, 1000, 80, 10000).
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run1(Subs, SubOps, Pubs, PubOps) ->
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run(#{subscribers => Subs,
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publishers => Pubs,
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sub_ops => SubOps,
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pub_ops => PubOps,
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sub_ptn => <<"device/{{id}}/+/{{num}}/#">>,
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pub_ptn => <<"device/{{id}}/foo/{{num}}/bar">>
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}).
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%% setting fields:
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%% - factor: spawn broker-pool-size * factor number of callers
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%% - limit: limit the total number of topics for each caller
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%% - subscribers: spawn this number of subscriber workers
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%% - publishers: spawn this number of publisher workers
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%% - sub_ops: the number of subscribes (route insert) each subscriber runs
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%% - pub_ops: the number of publish (route lookups) each publisher runs
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%% - sub_ptn: subscribe topic pattern like a/+/b/+/c/#
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%% or a/+/{{id}}/{{num}}/# to generate pattern with {{id}}
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%% replaced by worker id and {{num}} replaced by topic number.
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%% - pub_ptn: topic pattern used to benchmark publish (match) performance
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%% e.g. a/x/{{id}}/{{num}}/foo/bar
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start(#{factor := Factor} = Settings) ->
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BrokerPoolSize = emqx_vm:schedulers() * 2,
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Pids = start_callers(BrokerPoolSize * Factor, Settings),
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R = collect_results(Pids, #{subscribe => 0, match => 0}),
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run(#{subscribers := Subs,
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publishers := Pubs,
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sub_ops := SubOps,
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pub_ops := PubOps
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} = Settings) ->
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SubsPids = start_callers(Subs, fun start_subscriber/1, Settings),
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PubsPids = start_callers(Pubs, fun start_publisher/1, Settings),
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_ = collect_results(SubsPids, subscriber_ready),
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io:format(user, "subscribe ...~n", []),
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{T1, SubsTime} =
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?T(begin
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lists:foreach(fun(Pid) -> Pid ! start_subscribe end, SubsPids),
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collect_results(SubsPids, subscribe_time)
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end),
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io:format(user, "InsertTotalTime: ~s~n", [ns(T1)]),
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io:format(user, "InsertTimeAverage: ~s~n", [ns(SubsTime / Subs)]),
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io:format(user, "InsertRps: ~p~n", [rps(Subs * SubOps, T1)]),
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io:format(user, "lookup ...~n", []),
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{T2, PubsTime} =
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?T(begin
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lists:foreach(fun(Pid) -> Pid ! start_lookup end, PubsPids),
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collect_results(PubsPids, lookup_time)
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end),
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io:format(user, "LookupTotalTime: ~s~n", [ns(T2)]),
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io:format(user, "LookupTimeAverage: ~s~n", [ns(PubsTime / Pubs)]),
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io:format(user, "LookupRps: ~p~n", [rps(Pubs * PubOps, T2)]),
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io:format(user, "mnesia table(s) RAM: ~p~n", [ram_bytes()]),
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io:format(user, "~p~n", [erlang:memory()]),
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io:format(user, "~p~n", [R]),
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lists:foreach(fun(Pid) -> Pid ! stop end, Pids).
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io:format(user, "erlang memory: ~p~n", [erlang:memory()]),
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io:format(user, "unsubscribe ...~n", []),
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{T3, ok} =
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?T(begin
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lists:foreach(fun(Pid) -> Pid ! stop end, SubsPids),
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wait_until_empty()
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end),
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io:format(user, "TimeToUnsubscribeAll: ~s~n", [ns(T3)]).
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wait_until_empty() ->
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case emqx_trie:empty() of
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true -> ok;
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false ->
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timer:sleep(5),
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wait_until_empty()
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end.
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rps(N, NanoSec) -> N * 1_000_000 / NanoSec.
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ns(T) when T > 1_000_000 -> io_lib:format("~p(s)", [T / 1_000_000]);
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ns(T) when T > 1_000 -> io_lib:format("~p(ms)", [T / 1_000]);
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ns(T) -> io_lib:format("~p(ns)", [T]).
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ram_bytes() ->
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Wordsize = erlang:system_info(wordsize),
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@ -56,48 +107,69 @@ ram_bytes() ->
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0
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end.
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start_callers(0, _) -> [];
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start_callers(N, Settings) ->
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[start_caller(Settings#{id => N}) | start_callers(N - 1, Settings)].
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start_callers(N, F, Settings) ->
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start_callers(N, F, Settings, []).
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collect_results([], R) -> R;
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collect_results([Pid | Pids], Acc = #{subscribe := Sr, match := Mr}) ->
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start_callers(0, _F, _Settings, Acc) ->
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lists:reverse(Acc);
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start_callers(N, F, Settings, Acc) ->
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start_callers(N - 1, F, Settings, [F(Settings#{id => N}) | Acc]).
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collect_results(Pids, Tag) ->
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collect_results(Pids, Tag, 0).
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collect_results([], _Tag, R) -> R;
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collect_results([Pid | Pids], Tag, R) ->
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receive
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{Pid, #{subscribe := Srd, match := Mrd}} ->
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collect_results(Pids, Acc#{subscribe := Sr + Srd, match := Mr + Mrd})
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{Pid, Tag, N} ->
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collect_results(Pids, Tag, N + R)
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end.
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%% ops per second
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rps(T, N) -> round(N / (T / 1000000)).
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start_caller(#{id := Id, limit := N, sub_ptn := SubPtn, pub_ptn := PubPtn}) ->
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start_subscriber(#{id := Id, sub_ops := N, sub_ptn := SubPtn}) ->
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Parent = self(),
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proc_lib:spawn_link(
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fun() ->
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SubTopics = make_topics(SubPtn, Id, N),
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{Ts, _} = timer:tc(fun() -> subscribe(SubTopics) end),
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PubTopics = make_topics(PubPtn, Id, N),
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{Tm, _} = timer:tc(fun() -> match(PubTopics) end),
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_ = erlang:send(Parent, {self(), #{subscribe => rps(Ts, N), match => rps(Tm, N)}}),
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Parent ! {self(), subscriber_ready, 0},
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receive
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start_subscribe ->
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ok
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end,
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{Ts, _} = ?T(subscribe(SubTopics)),
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_ = erlang:send(Parent, {self(), subscribe_time, Ts/ N}),
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%% subscribers should not exit before publish test is done
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receive
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stop ->
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ok
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end
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end).
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match([]) -> ok;
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match([Topic | Topics]) ->
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_ = emqx_router:lookup_routes(Topic),
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match(Topics).
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start_publisher(#{id := Id, pub_ops := N, pub_ptn := PubPtn, subscribers := Subs}) ->
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Parent = self(),
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proc_lib:spawn_link(
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fun() ->
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L = lists:seq(1, N),
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[Topic] = make_topics(PubPtn, (Id rem Subs) + 1, 1),
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receive
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start_lookup ->
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ok
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end,
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{Tm, ok} = ?T(lists:foreach(fun(_) -> match(Topic) end, L)),
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_ = erlang:send(Parent, {self(), lookup_time, Tm / N}),
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ok
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end).
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match(Topic) ->
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[_] = emqx_router:match_routes(Topic).
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subscribe([]) -> ok;
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subscribe([Topic | Rest]) ->
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ok = emqx_broker:subscribe(Topic),
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subscribe(Rest).
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make_topics(SubPtn0, Id, Limit) ->
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SubPtn = emqx_topic:words(SubPtn0),
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F = fun(N) -> render(Id, N, SubPtn) end,
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make_topics(Ptn0, Id, Limit) ->
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Ptn = emqx_topic:words(Ptn0),
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F = fun(N) -> render(Id, N, Ptn) end,
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lists:map(F, lists:seq(1, Limit)).
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render(ID, N, Ptn) ->
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