Merge pull request #6256 from terry-xiaoyu/resource_metrics2

Add metrics to emqx_resource and emqx_bridges
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Shawn 2021-11-23 11:14:25 +08:00 committed by GitHub
commit af5002733b
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18 changed files with 597 additions and 426 deletions

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@ -21,7 +21,6 @@
-export([post_config_update/5]).
-export([ load_hook/0
, reload_hook/0
, unload_hook/0
]).
@ -55,22 +54,21 @@
-export([ config_key_path/0
]).
reload_hook() ->
unload_hook(),
load_hook().
load_hook() ->
Bridges = emqx:get_config([bridges], #{}),
load_hook(Bridges).
load_hook(Bridges) ->
lists:foreach(fun({_Type, Bridge}) ->
lists:foreach(fun({_Name, BridgeConf}) ->
load_hook(BridgeConf)
do_load_hook(BridgeConf)
end, maps:to_list(Bridge))
end, maps:to_list(Bridges)).
load_hook(#{from_local_topic := _}) ->
do_load_hook(#{from_local_topic := _}) ->
emqx_hooks:put('message.publish', {?MODULE, on_message_publish, []}),
ok;
load_hook(_Conf) -> ok.
do_load_hook(_Conf) -> ok.
unload_hook() ->
ok = emqx_hooks:del('message.publish', {?MODULE, on_message_publish}).
@ -109,7 +107,8 @@ post_config_update(_, _Req, NewConf, OldConf, _AppEnv) ->
{fun create/3, Added},
{fun update/3, Updated}
]),
ok = reload_hook(),
ok = unload_hook(),
ok = load_hook(NewConf),
Result.
perform_bridge_changes(Tasks) ->

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@ -36,21 +36,21 @@
". Bridge Ids must be of format <bridge_type>:<name>">>}}
end).
-define(METRICS(SUCC, FAILED, RATE, RATE_5, RATE_MAX),
#{
-define(METRICS(MATCH, SUCC, FAILED, RATE, RATE_5, RATE_MAX),
#{ matched => MATCH,
success => SUCC,
failed => FAILED,
rate => RATE,
rate_last5m => RATE_5,
rate_max => RATE_MAX
speed => RATE,
speed_last5m => RATE_5,
speed_max => RATE_MAX
}).
-define(MATCH_METRICS(SUCC, FAILED, RATE, RATE_5, RATE_MAX),
#{
-define(metrics(MATCH, SUCC, FAILED, RATE, RATE_5, RATE_MAX),
#{ matched := MATCH,
success := SUCC,
failed := FAILED,
rate := RATE,
rate_last5m := RATE_5,
rate_max := RATE_MAX
speed := RATE,
speed_last5m := RATE_5,
speed_max := RATE_MAX
}).
req_schema() ->
@ -73,11 +73,12 @@ status_schema() ->
metrics_schema() ->
#{ type => object
, properties => #{
matched => #{type => integer, example => "0"},
success => #{type => integer, example => "0"},
failed => #{type => integer, example => "0"},
rate => #{type => number, format => float, example => "0.0"},
rate_last5m => #{type => number, format => float, example => "0.0"},
rate_max => #{type => number, format => float, example => "0.0"}
speed => #{type => number, format => float, example => "0.0"},
speed_last5m => #{type => number, format => float, example => "0.0"},
speed_max => #{type => number, format => float, example => "0.0"}
}
}.
@ -337,21 +338,22 @@ collect_metrics(Bridges) ->
[maps:with([node, metrics], B) || B <- Bridges].
aggregate_metrics(AllMetrics) ->
InitMetrics = ?METRICS(0,0,0,0,0),
lists:foldl(fun(#{metrics := ?MATCH_METRICS(Succ1, Failed1, Rate1, Rate5m1, RateMax1)},
?MATCH_METRICS(Succ0, Failed0, Rate0, Rate5m0, RateMax0)) ->
?METRICS(Succ1 + Succ0, Failed1 + Failed0,
InitMetrics = ?METRICS(0,0,0,0,0,0),
lists:foldl(fun(#{metrics := ?metrics(Match1, Succ1, Failed1, Rate1, Rate5m1, RateMax1)},
?metrics(Match0, Succ0, Failed0, Rate0, Rate5m0, RateMax0)) ->
?METRICS(Match1 + Match0, Succ1 + Succ0, Failed1 + Failed0,
Rate1 + Rate0, Rate5m1 + Rate5m0, RateMax1 + RateMax0)
end, InitMetrics, AllMetrics).
format_resp(#{id := Id, raw_config := RawConf, resource_data := #{mod := Mod, status := Status}}) ->
format_resp(#{id := Id, raw_config := RawConf,
resource_data := #{mod := Mod, status := Status, metrics := Metrics}}) ->
IsConnected = fun(started) -> connected; (_) -> disconnected end,
RawConf#{
id => Id,
node => node(),
bridge_type => emqx_bridge:bridge_type(Mod),
status => IsConnected(Status),
metrics => ?METRICS(0,0,0,0,0)
metrics => Metrics
}.
rpc_multicall(Func, Args) ->

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@ -127,10 +127,11 @@ on_stop(_InstId, #{name := InstanceId}) ->
connector => InstanceId, reason => Reason})
end.
on_query(_InstId, {send_message, Msg}, _AfterQuery, #{name := InstanceId}) ->
on_query(_InstId, {send_message, Msg}, AfterQuery, #{name := InstanceId}) ->
?SLOG(debug, #{msg => "send msg to remote node", message => Msg,
connector => InstanceId}),
emqx_connector_mqtt_worker:send_to_remote(InstanceId, Msg).
emqx_connector_mqtt_worker:send_to_remote(InstanceId, Msg),
emqx_resource:query_success(AfterQuery).
on_health_check(_InstId, #{name := InstanceId} = State) ->
case emqx_connector_mqtt_worker:ping(InstanceId) of

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@ -25,7 +25,8 @@
-define(CONF_DEFAULT, <<"connectors: {}">>).
-define(BRIDGE_CONF_DEFAULT, <<"bridges: {}">>).
-define(CONNECTR_ID, <<"mqtt:test_connector">>).
-define(BRIDGE_ID, <<"mqtt:test_bridge">>).
-define(BRIDGE_ID_INGRESS, <<"mqtt:ingress_test_bridge">>).
-define(BRIDGE_ID_EGRESS, <<"mqtt:egress_test_bridge">>).
-define(MQTT_CONNECOTR(Username),
#{
<<"server">> => <<"127.0.0.1:1883">>,
@ -37,7 +38,7 @@
-define(MQTT_CONNECOTR2(Server),
?MQTT_CONNECOTR(<<"user1">>)#{<<"server">> => Server}).
-define(MQTT_BRIDGE(ID),
-define(MQTT_BRIDGE_INGRESS(ID),
#{
<<"connector">> => ID,
<<"direction">> => <<"ingress">>,
@ -49,6 +50,22 @@
<<"retain">> => <<"${retain}">>
}).
-define(MQTT_BRIDGE_EGRESS(ID),
#{
<<"connector">> => ID,
<<"direction">> => <<"egress">>,
<<"from_local_topic">> => <<"local_topic/#">>,
<<"to_remote_topic">> => <<"remote_topic/${topic}">>,
<<"payload">> => <<"${payload}">>,
<<"qos">> => <<"${qos}">>,
<<"retain">> => <<"${retain}">>
}).
-define(metrics(MATCH, SUCC, FAILED, SPEED, SPEED5M, SPEEDMAX),
#{<<"matched">> := MATCH, <<"success">> := SUCC,
<<"failed">> := FAILED, <<"speed">> := SPEED,
<<"speed_last5m">> := SPEED5M, <<"speed_max">> := SPEEDMAX}).
all() ->
emqx_common_test_helpers:all(?MODULE).
@ -162,7 +179,7 @@ t_mqtt_crud_apis(_) ->
}, jsx:decode(ErrMsg2)),
ok.
t_mqtt_conn_bridge(_) ->
t_mqtt_conn_bridge_ingress(_) ->
%% assert we there's no connectors and no bridges at first
{ok, 200, <<"[]">>} = request(get, uri(["connectors"]), []),
{ok, 200, <<"[]">>} = request(get, uri(["bridges"]), []),
@ -184,10 +201,10 @@ t_mqtt_conn_bridge(_) ->
%% ... and a MQTT bridge, using POST
%% we bind this bridge to the connector created just now
{ok, 201, Bridge} = request(post, uri(["bridges"]),
?MQTT_BRIDGE(?CONNECTR_ID)#{<<"id">> => ?BRIDGE_ID}),
?MQTT_BRIDGE_INGRESS(?CONNECTR_ID)#{<<"id">> => ?BRIDGE_ID_INGRESS}),
%ct:pal("---bridge: ~p", [Bridge]),
?assertMatch(#{ <<"id">> := ?BRIDGE_ID
?assertMatch(#{ <<"id">> := ?BRIDGE_ID_INGRESS
, <<"bridge_type">> := <<"mqtt">>
, <<"status">> := <<"connected">>
, <<"connector">> := ?CONNECTR_ID
@ -217,7 +234,77 @@ t_mqtt_conn_bridge(_) ->
end),
%% delete the bridge
{ok, 204, <<>>} = request(delete, uri(["bridges", ?BRIDGE_ID]), []),
{ok, 204, <<>>} = request(delete, uri(["bridges", ?BRIDGE_ID_INGRESS]), []),
{ok, 200, <<"[]">>} = request(get, uri(["bridges"]), []),
%% delete the connector
{ok, 204, <<>>} = request(delete, uri(["connectors", ?CONNECTR_ID]), []),
{ok, 200, <<"[]">>} = request(get, uri(["connectors"]), []),
ok.
t_mqtt_conn_bridge_egress(_) ->
%% assert we there's no connectors and no bridges at first
{ok, 200, <<"[]">>} = request(get, uri(["connectors"]), []),
{ok, 200, <<"[]">>} = request(get, uri(["bridges"]), []),
%% then we add a mqtt connector, using POST
User1 = <<"user1">>,
{ok, 201, Connector} = request(post, uri(["connectors"]),
?MQTT_CONNECOTR(User1)#{<<"id">> => ?CONNECTR_ID}),
%ct:pal("---connector: ~p", [Connector]),
?assertMatch(#{ <<"id">> := ?CONNECTR_ID
, <<"server">> := <<"127.0.0.1:1883">>
, <<"username">> := User1
, <<"password">> := <<"">>
, <<"proto_ver">> := <<"v4">>
, <<"ssl">> := #{<<"enable">> := false}
}, jsx:decode(Connector)),
%% ... and a MQTT bridge, using POST
%% we bind this bridge to the connector created just now
{ok, 201, Bridge} = request(post, uri(["bridges"]),
?MQTT_BRIDGE_EGRESS(?CONNECTR_ID)#{<<"id">> => ?BRIDGE_ID_EGRESS}),
%ct:pal("---bridge: ~p", [Bridge]),
?assertMatch(#{ <<"id">> := ?BRIDGE_ID_EGRESS
, <<"bridge_type">> := <<"mqtt">>
, <<"status">> := <<"connected">>
, <<"connector">> := ?CONNECTR_ID
}, jsx:decode(Bridge)),
%% we now test if the bridge works as expected
LocalTopic = <<"local_topic/1">>,
RemoteTopic = <<"remote_topic/", LocalTopic/binary>>,
Payload = <<"hello">>,
emqx:subscribe(RemoteTopic),
%% PUBLISH a message to the 'local' broker, as we have only one broker,
%% the remote broker is also the local one.
emqx:publish(emqx_message:make(LocalTopic, Payload)),
%% we should receive a message on the "remote" broker, with specified topic
?assert(
receive
{deliver, RemoteTopic, #message{payload = Payload}} ->
ct:pal("local broker got message: ~p on topic ~p", [Payload, RemoteTopic]),
true;
Msg ->
ct:pal("Msg: ~p", [Msg]),
false
after 100 ->
false
end),
%% verify the metrics of the bridge
{ok, 200, BridgeStr} = request(get, uri(["bridges", ?BRIDGE_ID_EGRESS]), []),
?assertMatch(#{ <<"id">> := ?BRIDGE_ID_EGRESS
, <<"metrics">> := ?metrics(1, 1, 0, _, _, _)
, <<"node_metrics">> :=
[#{<<"node">> := _, <<"metrics">> := ?metrics(1, 1, 0, _, _, _)}]
}, jsx:decode(BridgeStr)),
%% delete the bridge
{ok, 204, <<>>} = request(delete, uri(["bridges", ?BRIDGE_ID_EGRESS]), []),
{ok, 200, <<"[]">>} = request(get, uri(["bridges"]), []),
%% delete the connector
@ -245,8 +332,8 @@ t_mqtt_conn_update(_) ->
%% ... and a MQTT bridge, using POST
%% we bind this bridge to the connector created just now
{ok, 201, Bridge} = request(post, uri(["bridges"]),
?MQTT_BRIDGE(?CONNECTR_ID)#{<<"id">> => ?BRIDGE_ID}),
?assertMatch(#{ <<"id">> := ?BRIDGE_ID
?MQTT_BRIDGE_EGRESS(?CONNECTR_ID)#{<<"id">> => ?BRIDGE_ID_EGRESS}),
?assertMatch(#{ <<"id">> := ?BRIDGE_ID_EGRESS
, <<"bridge_type">> := <<"mqtt">>
, <<"status">> := <<"connected">>
, <<"connector">> := ?CONNECTR_ID
@ -260,7 +347,7 @@ t_mqtt_conn_update(_) ->
{ok, 200, _} = request(put, uri(["connectors", ?CONNECTR_ID]),
?MQTT_CONNECOTR2(<<"127.0.0.1 : 1883">>)),
%% delete the bridge
{ok, 204, <<>>} = request(delete, uri(["bridges", ?BRIDGE_ID]), []),
{ok, 204, <<>>} = request(delete, uri(["bridges", ?BRIDGE_ID_EGRESS]), []),
{ok, 200, <<"[]">>} = request(get, uri(["bridges"]), []),
%% delete the connector

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@ -0,0 +1,315 @@
%%--------------------------------------------------------------------
%% Copyright (c) 2020-2021 EMQ Technologies Co., Ltd. All Rights Reserved.
%%
%% Licensed under the Apache License, Version 2.0 (the "License");
%% you may not use this file except in compliance with the License.
%% You may obtain a copy of the License at
%%
%% http://www.apache.org/licenses/LICENSE-2.0
%%
%% Unless required by applicable law or agreed to in writing, software
%% distributed under the License is distributed on an "AS IS" BASIS,
%% WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
%% See the License for the specific language governing permissions and
%% limitations under the License.
%%--------------------------------------------------------------------
-module(emqx_plugin_libs_metrics).
-behaviour(gen_server).
%% API functions
-export([ start_link/1
, stop/1
, child_spec/1
]).
-export([ inc/3
, inc/4
, get/3
, get_speed/2
, create_metrics/2
, clear_metrics/2
]).
-export([ get_metrics/2
, get_matched/2
, get_success/2
, get_failed/2
, inc_matched/2
, inc_success/2
, inc_failed/2
]).
%% gen_server callbacks
-export([ init/1
, handle_call/3
, handle_info/2
, handle_cast/2
, code_change/3
, terminate/2
]).
-ifndef(TEST).
-define(SECS_5M, 300).
-define(SAMPLING, 10).
-else.
%% Use 5 secs average speed instead of 5 mins in case of testing
-define(SECS_5M, 5).
-define(SAMPLING, 1).
-endif.
-export_type([metrics/0]).
-type metrics() :: #{
matched => integer(),
success => integer(),
failed => integer(),
speed => float(),
speed_max => float(),
speed_last5m => float()
}.
-type handler_name() :: atom().
-type metric_id() :: binary().
-define(CntrRef(Name), {?MODULE, Name}).
-define(SAMPCOUNT_5M, (?SECS_5M div ?SAMPLING)).
%% the speed of 'matched'
-record(speed, {
max = 0 :: number(),
current = 0 :: number(),
last5m = 0 :: number(),
%% metadata for calculating the avg speed
tick = 1 :: number(),
last_v = 0 :: number(),
%% metadata for calculating the 5min avg speed
last5m_acc = 0 :: number(),
last5m_smpl = [] :: list()
}).
-record(state, {
metric_ids = sets:new(),
speeds :: undefined | #{metric_id() => #speed{}}
}).
%%------------------------------------------------------------------------------
%% APIs
%%------------------------------------------------------------------------------
-spec(child_spec(handler_name()) -> supervisor:child_spec()).
child_spec(Name) ->
#{ id => emqx_plugin_libs_metrics
, start => {emqx_plugin_libs_metrics, start_link, [Name]}
, restart => permanent
, shutdown => 5000
, type => worker
, modules => [emqx_plugin_libs_metrics]
}.
-spec(create_metrics(handler_name(), metric_id()) -> ok).
create_metrics(Name, Id) ->
gen_server:call(Name, {create_metrics, Id}).
-spec(clear_metrics(handler_name(), metric_id()) -> ok).
clear_metrics(Name, Id) ->
gen_server:call(Name, {delete_metrics, Id}).
-spec(get(handler_name(), metric_id(), atom()) -> number()).
get(Name, Id, Metric) ->
case get_couters_ref(Name, Id) of
not_found -> 0;
Ref -> counters:get(Ref, metrics_idx(Metric))
end.
-spec(get_speed(handler_name(), metric_id()) -> map()).
get_speed(Name, Id) ->
gen_server:call(Name, {get_speed, Id}).
-spec(get_metrics(handler_name(), metric_id()) -> metrics()).
get_metrics(Name, Id) ->
#{max := Max, current := Current, last5m := Last5M} = get_speed(Name, Id),
#{matched => get_matched(Name, Id),
success => get_success(Name, Id),
failed => get_failed(Name, Id),
speed => Current,
speed_max => Max,
speed_last5m => Last5M
}.
-spec inc(handler_name(), metric_id(), atom()) -> ok.
inc(Name, Id, Metric) ->
inc(Name, Id, Metric, 1).
-spec inc(handler_name(), metric_id(), atom(), pos_integer()) -> ok.
inc(Name, Id, Metric, Val) ->
case get_couters_ref(Name, Id) of
not_found ->
%% this may occur when increasing a counter for
%% a rule that was created from a remove node.
create_metrics(Name, Id),
counters:add(get_couters_ref(Name, Id), metrics_idx(Metric), Val);
Ref ->
counters:add(Ref, metrics_idx(Metric), Val)
end.
inc_matched(Name, Id) ->
inc(Name, Id, 'matched', 1).
inc_success(Name, Id) ->
inc(Name, Id, 'success', 1).
inc_failed(Name, Id) ->
inc(Name, Id, 'failed', 1).
get_matched(Name, Id) ->
get(Name, Id, 'matched').
get_success(Name, Id) ->
get(Name, Id, 'success').
get_failed(Name, Id) ->
get(Name, Id, 'failed').
start_link(Name) ->
gen_server:start_link({local, Name}, ?MODULE, Name, []).
init(Name) ->
erlang:process_flag(trap_exit, true),
%% the speed metrics
erlang:send_after(timer:seconds(?SAMPLING), self(), ticking),
persistent_term:put(?CntrRef(Name), #{}),
{ok, #state{}}.
handle_call({get_speed, _Id}, _From, State = #state{speeds = undefined}) ->
{reply, format_speed(#speed{}), State};
handle_call({get_speed, Id}, _From, State = #state{speeds = Speeds}) ->
{reply, case maps:get(Id, Speeds, undefined) of
undefined -> format_speed(#speed{});
Speed -> format_speed(Speed)
end, State};
handle_call({create_metrics, Id}, _From,
State = #state{metric_ids = MIDs, speeds = Speeds}) ->
{reply, create_counters(get_self_name(), Id),
State#state{metric_ids = sets:add_element(Id, MIDs),
speeds = case Speeds of
undefined -> #{Id => #speed{}};
_ -> Speeds#{Id => #speed{}}
end}};
handle_call({delete_metrics, Id}, _From,
State = #state{metric_ids = MIDs, speeds = Speeds}) ->
{reply, delete_counters(get_self_name(), Id),
State#state{metric_ids = sets:del_element(Id, MIDs),
speeds = case Speeds of
undefined -> undefined;
_ -> maps:remove(Id, Speeds)
end}};
handle_call(_Request, _From, State) ->
{reply, ok, State}.
handle_cast(_Msg, State) ->
{noreply, State}.
handle_info(ticking, State = #state{speeds = undefined}) ->
erlang:send_after(timer:seconds(?SAMPLING), self(), ticking),
{noreply, State};
handle_info(ticking, State = #state{speeds = Speeds0}) ->
Speeds = maps:map(
fun(Id, Speed) ->
calculate_speed(get_matched(get_self_name(), Id), Speed)
end, Speeds0),
erlang:send_after(timer:seconds(?SAMPLING), self(), ticking),
{noreply, State#state{speeds = Speeds}};
handle_info(_Info, State) ->
{noreply, State}.
code_change(_OldVsn, State, _Extra) ->
{ok, State}.
terminate(_Reason, #state{metric_ids = MIDs}) ->
Name = get_self_name(),
[delete_counters(Name, Id) || Id <- sets:to_list(MIDs)],
persistent_term:erase(?CntrRef(Name)).
stop(Name) ->
gen_server:stop(Name).
%%------------------------------------------------------------------------------
%% Internal Functions
%%------------------------------------------------------------------------------
create_counters(Name, Id) ->
case get_couters_ref(Name, Id) of
not_found ->
Counters = get_all_counters(Name),
CntrRef = counters:new(max_counters_size(), [write_concurrency]),
persistent_term:put(?CntrRef(Name), Counters#{Id => CntrRef});
_Ref -> ok
end.
delete_counters(Name, Id) ->
persistent_term:put(?CntrRef(Name), maps:remove(Id, get_all_counters(Name))).
get_couters_ref(Name, Id) ->
maps:get(Id, get_all_counters(Name), not_found).
get_all_counters(Name) ->
persistent_term:get(?CntrRef(Name), #{}).
calculate_speed(_CurrVal, undefined) ->
undefined;
calculate_speed(CurrVal, #speed{max = MaxSpeed0, last_v = LastVal,
tick = Tick, last5m_acc = AccSpeed5Min0,
last5m_smpl = Last5MinSamples0}) ->
%% calculate the current speed based on the last value of the counter
CurrSpeed = (CurrVal - LastVal) / ?SAMPLING,
%% calculate the max speed since the emqx startup
MaxSpeed =
if MaxSpeed0 >= CurrSpeed -> MaxSpeed0;
true -> CurrSpeed
end,
%% calculate the average speed in last 5 mins
{Last5MinSamples, Acc5Min, Last5Min} =
if Tick =< ?SAMPCOUNT_5M ->
Acc = AccSpeed5Min0 + CurrSpeed,
{lists:reverse([CurrSpeed | lists:reverse(Last5MinSamples0)]),
Acc, Acc / Tick};
true ->
[FirstSpeed | Speeds] = Last5MinSamples0,
Acc = AccSpeed5Min0 + CurrSpeed - FirstSpeed,
{lists:reverse([CurrSpeed | lists:reverse(Speeds)]),
Acc, Acc / ?SAMPCOUNT_5M}
end,
#speed{max = MaxSpeed, current = CurrSpeed, last5m = Last5Min,
last_v = CurrVal, last5m_acc = Acc5Min,
last5m_smpl = Last5MinSamples, tick = Tick + 1}.
format_speed(#speed{max = Max, current = Current, last5m = Last5Min}) ->
#{max => Max, current => precision(Current, 2), last5m => precision(Last5Min, 2)}.
precision(Float, N) ->
Base = math:pow(10, N),
round(Float * Base) / Base.
get_self_name() ->
{registered_name, Name} = process_info(self(), registered_name),
Name.
%%------------------------------------------------------------------------------
%% Metrics Definitions
%%------------------------------------------------------------------------------
max_counters_size() -> 32.
metrics_idx('matched') -> 1;
metrics_idx('success') -> 2;
metrics_idx('failed') -> 3;
metrics_idx(_) -> 32.

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@ -0,0 +1,96 @@
%%--------------------------------------------------------------------
%% Copyright (c) 2020-2021 EMQ Technologies Co., Ltd. All Rights Reserved.
%%
%% Licensed under the Apache License, Version 2.0 (the "License");
%% you may not use this file except in compliance with the License.
%% You may obtain a copy of the License at
%%
%% http://www.apache.org/licenses/LICENSE-2.0
%%
%% Unless required by applicable law or agreed to in writing, software
%% distributed under the License is distributed on an "AS IS" BASIS,
%% WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
%% See the License for the specific language governing permissions and
%% limitations under the License.
%%--------------------------------------------------------------------
-module(emqx_plugin_libs_metrics_SUITE).
-compile(export_all).
-compile(nowarn_export_all).
-include_lib("eunit/include/eunit.hrl").
-include_lib("common_test/include/ct.hrl").
all() ->
[ {group, metrics}
, {group, speed} ].
suite() ->
[{ct_hooks, [cth_surefire]}, {timetrap, {seconds, 30}}].
groups() ->
[{metrics, [sequence],
[ t_rule
, t_no_creation_1
]},
{speed, [sequence],
[ rule_speed
]}
].
-define(NAME, ?MODULE).
init_per_suite(Config) ->
emqx_common_test_helpers:start_apps([emqx_conf]),
{ok, _} = emqx_plugin_libs_metrics:start_link(?NAME),
Config.
end_per_suite(_Config) ->
catch emqx_plugin_libs_metrics:stop(?NAME),
emqx_common_test_helpers:stop_apps([emqx_conf]),
ok.
init_per_testcase(_, Config) ->
catch emqx_plugin_libs_metrics:stop(?NAME),
{ok, _} = emqx_plugin_libs_metrics:start_link(?NAME),
Config.
end_per_testcase(_, _Config) ->
ok.
t_no_creation_1(_) ->
?assertEqual(ok, emqx_plugin_libs_metrics:inc(?NAME, <<"rule1">>, 'rules.matched')).
t_rule(_) ->
ok = emqx_plugin_libs_metrics:create_metrics(?NAME, <<"rule1">>),
ok = emqx_plugin_libs_metrics:create_metrics(?NAME, <<"rule2">>),
ok = emqx_plugin_libs_metrics:inc(?NAME, <<"rule1">>, 'rules.matched'),
ok = emqx_plugin_libs_metrics:inc(?NAME, <<"rule2">>, 'rules.matched'),
ok = emqx_plugin_libs_metrics:inc(?NAME, <<"rule2">>, 'rules.matched'),
?assertEqual(1, emqx_plugin_libs_metrics:get(?NAME, <<"rule1">>, 'rules.matched')),
?assertEqual(2, emqx_plugin_libs_metrics:get(?NAME, <<"rule2">>, 'rules.matched')),
?assertEqual(0, emqx_plugin_libs_metrics:get(?NAME, <<"rule3">>, 'rules.matched')),
ok = emqx_plugin_libs_metrics:clear_metrics(?NAME, <<"rule1">>),
ok = emqx_plugin_libs_metrics:clear_metrics(?NAME, <<"rule2">>).
rule_speed(_) ->
ok = emqx_plugin_libs_metrics:create_metrics(?NAME, <<"rule1">>),
ok = emqx_plugin_libs_metrics:create_metrics(?NAME, <<"rule:2">>),
ok = emqx_plugin_libs_metrics:inc(?NAME, <<"rule1">>, 'rules.matched'),
ok = emqx_plugin_libs_metrics:inc(?NAME, <<"rule1">>, 'rules.matched'),
ok = emqx_plugin_libs_metrics:inc(?NAME, <<"rule:2">>, 'rules.matched'),
?assertEqual(2, emqx_plugin_libs_metrics:get(?NAME, <<"rule1">>, 'rules.matched')),
ct:sleep(1000),
?LET(#{max := Max, current := Current},
emqx_plugin_libs_metrics:get_speed(?NAME, <<"rule1">>),
{?assert(Max =< 2),
?assert(Current =< 2)}),
ct:sleep(2100),
?LET(#{max := Max, current := Current, last5m := Last5Min}, emqx_plugin_libs_metrics:get_speed(?NAME, <<"rule1">>),
{?assert(Max =< 2),
?assert(Current == 0),
?assert(Last5Min =< 0.67)}),
ct:sleep(3000),
ok = emqx_plugin_libs_metrics:clear_metrics(?NAME, <<"rule1">>),
ok = emqx_plugin_libs_metrics:clear_metrics(?NAME, <<"rule:2">>).

View File

@ -21,14 +21,15 @@
-type resource_spec() :: map().
-type resource_state() :: term().
-type resource_data() :: #{
id => instance_id(),
mod => module(),
config => resource_config(),
state => resource_state(),
status => started | stopped
id := instance_id(),
mod := module(),
config := resource_config(),
state := resource_state(),
status := started | stopped,
metrics := emqx_plugin_libs_metrics:metrics()
}.
-type resource_group() :: binary().
-type after_query() :: {OnSuccess :: after_query_fun(), OnFailed :: after_query_fun()} |
-type after_query() :: {[OnSuccess :: after_query_fun()], [OnFailed :: after_query_fun()]} |
undefined.
%% the `after_query_fun()` is mainly for callbacks that increment counters or do some fallback

View File

@ -122,13 +122,18 @@ is_resource_mod(Module) ->
-spec query_success(after_query()) -> ok.
query_success(undefined) -> ok;
query_success({{OnSucc, Args}, _}) ->
safe_apply(OnSucc, Args).
query_success({OnSucc, _}) ->
apply_query_after_calls(OnSucc).
-spec query_failed(after_query()) -> ok.
query_failed(undefined) -> ok;
query_failed({_, {OnFailed, Args}}) ->
safe_apply(OnFailed, Args).
query_failed({_, OnFailed}) ->
apply_query_after_calls(OnFailed).
apply_query_after_calls(Funcs) ->
lists:foreach(fun({Fun, Args}) ->
safe_apply(Fun, Args)
end, Funcs).
%% =================================================================================
%% APIs for resource instances
@ -175,7 +180,7 @@ remove_local(InstId) ->
%% =================================================================================
-spec query(instance_id(), Request :: term()) -> Result :: term().
query(InstId, Request) ->
query(InstId, Request, undefined).
query(InstId, Request, inc_metrics_funcs(InstId)).
%% same to above, also defines what to do when the Module:on_query success or failed
%% it is the duty of the Module to apply the `after_query()` functions.
@ -321,6 +326,13 @@ check_and_do(ResourceType, RawConfig, Do) when is_function(Do) ->
filter_instances(Filter) ->
[Id || #{id := Id, mod := Mod} <- list_instances_verbose(), Filter(Id, Mod)].
inc_metrics_funcs(InstId) ->
OnFailed = [{fun emqx_plugin_libs_metrics:inc_failed/2, [resource_metrics, InstId]}],
OnSucc = [ {fun emqx_plugin_libs_metrics:inc_matched/2, [resource_metrics, InstId]}
, {fun emqx_plugin_libs_metrics:inc_success/2, [resource_metrics, InstId]}
],
{OnSucc, OnFailed}.
call_instance(InstId, Query) ->
emqx_resource_instance:hash_call(InstId, Query).

View File

@ -24,6 +24,7 @@
%% load resource instances from *.conf files
-export([ lookup/1
, get_metrics/1
, list_all/0
, create_local/3
]).
@ -65,9 +66,13 @@ hash_call(InstId, Request, Timeout) ->
lookup(InstId) ->
case ets:lookup(emqx_resource_instance, InstId) of
[] -> {error, not_found};
[{_, Data}] -> {ok, Data#{id => InstId}}
[{_, Data}] ->
{ok, Data#{id => InstId, metrics => get_metrics(InstId)}}
end.
get_metrics(InstId) ->
emqx_plugin_libs_metrics:get_metrics(resource_metrics, InstId).
force_lookup(InstId) ->
{ok, Data} = lookup(InstId),
Data.
@ -174,6 +179,7 @@ do_create(InstId, ResourceType, Config) ->
#{mod => ResourceType, config => Config,
state => ResourceState, status => stopped}}),
_ = do_health_check(InstId),
ok = emqx_plugin_libs_metrics:create_metrics(resource_metrics, InstId),
{ok, force_lookup(InstId)};
{error, Reason} ->
logger:error("start ~ts resource ~ts failed: ~p",
@ -207,6 +213,7 @@ do_remove(InstId) ->
do_remove(Mod, InstId, ResourceState) ->
_ = emqx_resource:call_stop(InstId, Mod, ResourceState),
ets:delete(emqx_resource_instance, InstId),
ok = emqx_plugin_libs_metrics:clear_metrics(resource_metrics, InstId),
ok.
do_restart(InstId) ->

View File

@ -32,17 +32,20 @@ init([]) ->
_ = ets:new(emqx_resource_instance, TabOpts),
SupFlags = #{strategy => one_for_one, intensity => 10, period => 10},
Metrics = emqx_plugin_libs_metrics:child_spec(resource_metrics),
Pool = ?RESOURCE_INST_MOD,
Mod = ?RESOURCE_INST_MOD,
ensure_pool(Pool, hash, [{size, ?POOL_SIZE}]),
{ok, {SupFlags, [
ResourceInsts = [
begin
ensure_pool_worker(Pool, {Pool, Idx}, Idx),
#{id => {Mod, Idx},
start => {Mod, start_link, [Pool, Idx]},
restart => transient,
shutdown => 5000, type => worker, modules => [Mod]}
end || Idx <- lists:seq(1, ?POOL_SIZE)]}}.
end || Idx <- lists:seq(1, ?POOL_SIZE)],
{ok, {SupFlags, [Metrics | ResourceInsts]}}.
%% internal functions
ensure_pool(Pool, Type, Opts) ->

View File

@ -88,7 +88,7 @@ t_query(_) ->
Failure = fun() -> Pid ! failure end,
#{pid := _} = emqx_resource:query(?ID, get_state),
#{pid := _} = emqx_resource:query(?ID, get_state, {{Success, []}, {Failure, []}}),
#{pid := _} = emqx_resource:query(?ID, get_state, {[{Success, []}], [{Failure, []}]}),
receive
Message -> ?assertEqual(success, Message)

View File

@ -163,10 +163,10 @@ load_hooks_for_rule(#{from := Topics}) ->
lists:foreach(fun emqx_rule_events:load/1, Topics).
add_metrics_for_rule(#{id := Id}) ->
ok = emqx_rule_metrics:create_rule_metrics(Id).
ok = emqx_plugin_libs_metrics:create_metrics(rule_metrics, Id).
clear_metrics_for_rule(#{id := Id}) ->
ok = emqx_rule_metrics:clear_rule_metrics(Id).
ok = emqx_plugin_libs_metrics:clear_metrics(rule_metrics, Id).
unload_hooks_for_rule(#{id := Id, from := Topics}) ->
lists:foreach(fun(Topic) ->

View File

@ -338,7 +338,19 @@ do_format_output(BridgeChannelId) when is_binary(BridgeChannelId) ->
BridgeChannelId.
get_rule_metrics(Id) ->
[maps:put(node, Node, rpc:call(Node, emqx_rule_metrics, get_rule_metrics, [Id]))
Format = fun (Node, #{matched := Matched,
speed := Current,
speed_max := Max,
speed_last5m := Last5M
}) ->
#{ matched => Matched
, speed => Current
, speed_max => Max
, speed_last5m => Last5M
, node => Node
}
end,
[Format(Node, rpc:call(Node, emqx_plugin_libs_metrics, get_metrics, [rule_metrics, Id]))
|| Node <- mria_mnesia:running_nodes()].
get_one_rule(AllRules, Id) ->

View File

@ -34,10 +34,5 @@ init([]) ->
shutdown => 5000,
type => worker,
modules => [emqx_rule_engine]},
Metrics = #{id => emqx_rule_metrics,
start => {emqx_rule_metrics, start_link, []},
restart => permanent,
shutdown => 5000,
type => worker,
modules => [emqx_rule_metrics]},
Metrics = emqx_plugin_libs_metrics:child_spec(rule_metrics),
{ok, {{one_for_one, 10, 10}, [Registry, Metrics]}}.

View File

@ -1,265 +0,0 @@
%%--------------------------------------------------------------------
%% Copyright (c) 2020-2021 EMQ Technologies Co., Ltd. All Rights Reserved.
%%
%% Licensed under the Apache License, Version 2.0 (the "License");
%% you may not use this file except in compliance with the License.
%% You may obtain a copy of the License at
%%
%% http://www.apache.org/licenses/LICENSE-2.0
%%
%% Unless required by applicable law or agreed to in writing, software
%% distributed under the License is distributed on an "AS IS" BASIS,
%% WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
%% See the License for the specific language governing permissions and
%% limitations under the License.
%%--------------------------------------------------------------------
-module(emqx_rule_metrics).
-behaviour(gen_server).
-include("rule_engine.hrl").
%% API functions
-export([ start_link/0
, stop/0
]).
-export([ get_rules_matched/1
]).
-export([ inc/2
, inc/3
, get/2
, get_rule_speed/1
, create_rule_metrics/1
, clear_rule_metrics/1
]).
-export([ get_rule_metrics/1
]).
%% gen_server callbacks
-export([ init/1
, handle_call/3
, handle_info/2
, handle_cast/2
, code_change/3
, terminate/2
]).
-ifndef(TEST).
-define(SECS_5M, 300).
-define(SAMPLING, 10).
-else.
%% Use 5 secs average speed instead of 5 mins in case of testing
-define(SECS_5M, 5).
-define(SAMPLING, 1).
-endif.
-define(CntrRef, ?MODULE).
-define(SAMPCOUNT_5M, (?SECS_5M div ?SAMPLING)).
-record(rule_speed, {
max = 0 :: number(),
current = 0 :: number(),
last5m = 0 :: number(),
%% metadata for calculating the avg speed
tick = 1 :: number(),
last_v = 0 :: number(),
%% metadata for calculating the 5min avg speed
last5m_acc = 0 :: number(),
last5m_smpl = [] :: list()
}).
-record(state, {
metric_ids = sets:new(),
rule_speeds :: undefined | #{rule_id() => #rule_speed{}}
}).
%%------------------------------------------------------------------------------
%% APIs
%%------------------------------------------------------------------------------
-spec(create_rule_metrics(rule_id()) -> ok).
create_rule_metrics(Id) ->
gen_server:call(?MODULE, {create_rule_metrics, Id}).
-spec(clear_rule_metrics(rule_id()) -> ok).
clear_rule_metrics(Id) ->
gen_server:call(?MODULE, {delete_rule_metrics, Id}).
-spec(get(rule_id(), atom()) -> number()).
get(Id, Metric) ->
case get_couters_ref(Id) of
not_found -> 0;
Ref -> counters:get(Ref, metrics_idx(Metric))
end.
-spec(get_rule_speed(rule_id()) -> map()).
get_rule_speed(Id) ->
gen_server:call(?MODULE, {get_rule_speed, Id}).
-spec(get_rule_metrics(rule_id()) -> map()).
get_rule_metrics(Id) ->
#{max := Max, current := Current, last5m := Last5M} = get_rule_speed(Id),
#{matched => get_rules_matched(Id),
speed => Current,
speed_max => Max,
speed_last5m => Last5M
}.
-spec inc(rule_id(), atom()) -> ok.
inc(Id, Metric) ->
inc(Id, Metric, 1).
-spec inc(rule_id(), atom(), pos_integer()) -> ok.
inc(Id, Metric, Val) ->
case get_couters_ref(Id) of
not_found ->
%% this may occur when increasing a counter for
%% a rule that was created from a remove node.
create_rule_metrics(Id),
counters:add(get_couters_ref(Id), metrics_idx(Metric), Val);
Ref ->
counters:add(Ref, metrics_idx(Metric), Val)
end.
get_rules_matched(Id) ->
get(Id, 'rules.matched').
start_link() ->
gen_server:start_link({local, ?MODULE}, ?MODULE, [], []).
init([]) ->
erlang:process_flag(trap_exit, true),
%% the speed metrics
erlang:send_after(timer:seconds(?SAMPLING), self(), ticking),
persistent_term:put(?CntrRef, #{}),
{ok, #state{}}.
handle_call({get_rule_speed, _Id}, _From, State = #state{rule_speeds = undefined}) ->
{reply, format_rule_speed(#rule_speed{}), State};
handle_call({get_rule_speed, Id}, _From, State = #state{rule_speeds = RuleSpeeds}) ->
{reply, case maps:get(Id, RuleSpeeds, undefined) of
undefined -> format_rule_speed(#rule_speed{});
Speed -> format_rule_speed(Speed)
end, State};
handle_call({create_rule_metrics, Id}, _From,
State = #state{metric_ids = MIDs, rule_speeds = RuleSpeeds}) ->
{reply, create_counters(Id),
State#state{metric_ids = sets:add_element(Id, MIDs),
rule_speeds = case RuleSpeeds of
undefined -> #{Id => #rule_speed{}};
_ -> RuleSpeeds#{Id => #rule_speed{}}
end}};
handle_call({delete_rule_metrics, Id}, _From,
State = #state{metric_ids = MIDs, rule_speeds = RuleSpeeds}) ->
{reply, delete_counters(Id),
State#state{metric_ids = sets:del_element(Id, MIDs),
rule_speeds = case RuleSpeeds of
undefined -> undefined;
_ -> maps:remove(Id, RuleSpeeds)
end}};
handle_call(_Request, _From, State) ->
{reply, ok, State}.
handle_cast(_Msg, State) ->
{noreply, State}.
handle_info(ticking, State = #state{rule_speeds = undefined}) ->
erlang:send_after(timer:seconds(?SAMPLING), self(), ticking),
{noreply, State};
handle_info(ticking, State = #state{rule_speeds = RuleSpeeds0}) ->
RuleSpeeds = maps:map(
fun(Id, RuleSpeed) ->
calculate_speed(get_rules_matched(Id), RuleSpeed)
end, RuleSpeeds0),
erlang:send_after(timer:seconds(?SAMPLING), self(), ticking),
{noreply, State#state{rule_speeds = RuleSpeeds}};
handle_info(_Info, State) ->
{noreply, State}.
code_change(_OldVsn, State, _Extra) ->
{ok, State}.
terminate(_Reason, #state{metric_ids = MIDs}) ->
[delete_counters(Id) || Id <- sets:to_list(MIDs)],
persistent_term:erase(?CntrRef).
stop() ->
gen_server:stop(?MODULE).
%%------------------------------------------------------------------------------
%% Internal Functions
%%------------------------------------------------------------------------------
create_counters(Id) ->
case get_couters_ref(Id) of
not_found ->
Counters = get_all_counters(),
CntrRef = counters:new(max_counters_size(), [write_concurrency]),
persistent_term:put(?CntrRef, Counters#{Id => CntrRef});
_Ref -> ok
end.
delete_counters(Id) ->
persistent_term:put(?CntrRef, maps:remove(Id, get_all_counters())).
get_couters_ref(Id) ->
maps:get(Id, get_all_counters(), not_found).
get_all_counters() ->
persistent_term:get(?CntrRef, #{}).
calculate_speed(_CurrVal, undefined) ->
undefined;
calculate_speed(CurrVal, #rule_speed{max = MaxSpeed0, last_v = LastVal,
tick = Tick, last5m_acc = AccSpeed5Min0,
last5m_smpl = Last5MinSamples0}) ->
%% calculate the current speed based on the last value of the counter
CurrSpeed = (CurrVal - LastVal) / ?SAMPLING,
%% calculate the max speed since the emqx startup
MaxSpeed =
if MaxSpeed0 >= CurrSpeed -> MaxSpeed0;
true -> CurrSpeed
end,
%% calculate the average speed in last 5 mins
{Last5MinSamples, Acc5Min, Last5Min} =
if Tick =< ?SAMPCOUNT_5M ->
Acc = AccSpeed5Min0 + CurrSpeed,
{lists:reverse([CurrSpeed | lists:reverse(Last5MinSamples0)]),
Acc, Acc / Tick};
true ->
[FirstSpeed | Speeds] = Last5MinSamples0,
Acc = AccSpeed5Min0 + CurrSpeed - FirstSpeed,
{lists:reverse([CurrSpeed | lists:reverse(Speeds)]),
Acc, Acc / ?SAMPCOUNT_5M}
end,
#rule_speed{max = MaxSpeed, current = CurrSpeed, last5m = Last5Min,
last_v = CurrVal, last5m_acc = Acc5Min,
last5m_smpl = Last5MinSamples, tick = Tick + 1}.
format_rule_speed(#rule_speed{max = Max, current = Current, last5m = Last5Min}) ->
#{max => Max, current => precision(Current, 2), last5m => precision(Last5Min, 2)}.
precision(Float, N) ->
Base = math:pow(10, N),
round(Float * Base) / Base.
%%------------------------------------------------------------------------------
%% Metrics Definitions
%%------------------------------------------------------------------------------
max_counters_size() -> 2.
metrics_idx('rules.matched') -> 1;
metrics_idx(_) -> 2.

View File

@ -99,7 +99,7 @@ do_apply_rule(#{
case ?RAISE(match_conditions(Conditions, ColumnsAndSelected),
{match_conditions_error, {_EXCLASS_,_EXCPTION_,_ST_}}) of
true ->
ok = emqx_rule_metrics:inc(RuleId, 'rules.matched'),
ok = emqx_plugin_libs_metrics:inc_matched(rule_metrics, RuleId),
Collection2 = filter_collection(Input, InCase, DoEach, Collection),
{ok, [handle_output_list(Outputs, Coll, Input) || Coll <- Collection2]};
false ->
@ -117,7 +117,7 @@ do_apply_rule(#{id := RuleId,
case ?RAISE(match_conditions(Conditions, maps:merge(Input, Selected)),
{match_conditions_error, {_EXCLASS_,_EXCPTION_,_ST_}}) of
true ->
ok = emqx_rule_metrics:inc(RuleId, 'rules.matched'),
ok = emqx_plugin_libs_metrics:inc_matched(rule_metrics, RuleId),
{ok, handle_output_list(Outputs, Selected, Input)};
false ->
{error, nomatch}

View File

@ -41,7 +41,7 @@ test(#{sql := Sql, context := Context}) ->
test_rule(Sql, Select, Context, EventTopics) ->
RuleId = iolist_to_binary(["sql_tester:", emqx_misc:gen_id(16)]),
ok = emqx_rule_metrics:create_rule_metrics(RuleId),
ok = emqx_plugin_libs_metrics:create_metrics(rule_metrics, RuleId),
Rule = #{
id => RuleId,
sql => Sql,
@ -62,7 +62,7 @@ test_rule(Sql, Select, Context, EventTopics) ->
{ok, Data} -> {ok, flatten(Data)};
{error, nomatch} -> {error, nomatch}
after
emqx_rule_metrics:clear_rule_metrics(RuleId)
ok = emqx_plugin_libs_metrics:clear_metrics(rule_metrics, RuleId)
end.
get_selected_data(Selected, _Envs, _Args) ->

View File

@ -1,94 +0,0 @@
%%--------------------------------------------------------------------
%% Copyright (c) 2020-2021 EMQ Technologies Co., Ltd. All Rights Reserved.
%%
%% Licensed under the Apache License, Version 2.0 (the "License");
%% you may not use this file except in compliance with the License.
%% You may obtain a copy of the License at
%%
%% http://www.apache.org/licenses/LICENSE-2.0
%%
%% Unless required by applicable law or agreed to in writing, software
%% distributed under the License is distributed on an "AS IS" BASIS,
%% WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
%% See the License for the specific language governing permissions and
%% limitations under the License.
%%--------------------------------------------------------------------
-module(emqx_rule_metrics_SUITE).
-compile(export_all).
-compile(nowarn_export_all).
-include_lib("eunit/include/eunit.hrl").
-include_lib("common_test/include/ct.hrl").
all() ->
[ {group, metrics}
, {group, speed} ].
suite() ->
[{ct_hooks, [cth_surefire]}, {timetrap, {seconds, 30}}].
groups() ->
[{metrics, [sequence],
[ t_rule
, t_no_creation_1
]},
{speed, [sequence],
[ rule_speed
]}
].
init_per_suite(Config) ->
emqx_common_test_helpers:start_apps([emqx_conf]),
{ok, _} = emqx_rule_metrics:start_link(),
Config.
end_per_suite(_Config) ->
catch emqx_rule_metrics:stop(),
emqx_common_test_helpers:stop_apps([emqx_conf]),
ok.
init_per_testcase(_, Config) ->
catch emqx_rule_metrics:stop(),
{ok, _} = emqx_rule_metrics:start_link(),
Config.
end_per_testcase(_, _Config) ->
ok.
t_no_creation_1(_) ->
?assertEqual(ok, emqx_rule_metrics:inc(<<"rule1">>, 'rules.matched')).
t_rule(_) ->
ok = emqx_rule_metrics:create_rule_metrics(<<"rule1">>),
ok = emqx_rule_metrics:create_rule_metrics(<<"rule2">>),
ok = emqx_rule_metrics:inc(<<"rule1">>, 'rules.matched'),
ok = emqx_rule_metrics:inc(<<"rule2">>, 'rules.matched'),
ok = emqx_rule_metrics:inc(<<"rule2">>, 'rules.matched'),
ct:pal("----couters: ---~p", [persistent_term:get(emqx_rule_metrics)]),
?assertEqual(1, emqx_rule_metrics:get(<<"rule1">>, 'rules.matched')),
?assertEqual(2, emqx_rule_metrics:get(<<"rule2">>, 'rules.matched')),
?assertEqual(0, emqx_rule_metrics:get(<<"rule3">>, 'rules.matched')),
ok = emqx_rule_metrics:clear_rule_metrics(<<"rule1">>),
ok = emqx_rule_metrics:clear_rule_metrics(<<"rule2">>).
rule_speed(_) ->
ok = emqx_rule_metrics:create_rule_metrics(<<"rule1">>),
ok = emqx_rule_metrics:create_rule_metrics(<<"rule:2">>),
ok = emqx_rule_metrics:inc(<<"rule1">>, 'rules.matched'),
ok = emqx_rule_metrics:inc(<<"rule1">>, 'rules.matched'),
ok = emqx_rule_metrics:inc(<<"rule:2">>, 'rules.matched'),
?assertEqual(2, emqx_rule_metrics:get(<<"rule1">>, 'rules.matched')),
ct:sleep(1000),
?LET(#{max := Max, current := Current}, emqx_rule_metrics:get_rule_speed(<<"rule1">>),
{?assert(Max =< 2),
?assert(Current =< 2)}),
ct:sleep(2100),
?LET(#{max := Max, current := Current, last5m := Last5Min}, emqx_rule_metrics:get_rule_speed(<<"rule1">>),
{?assert(Max =< 2),
?assert(Current == 0),
?assert(Last5Min =< 0.67)}),
ct:sleep(3000),
ok = emqx_rule_metrics:clear_rule_metrics(<<"rule1">>),
ok = emqx_rule_metrics:clear_rule_metrics(<<"rule:2">>).