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Apache RocketMQ Exporter for Prometheus.

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Table of Contents

Compatibility

Support Apache RocketMQ version 4.3.2 (and later).

Configuration

This image is configurable using different properties, see application.properties for a configuration example.

name Default Description
rocketmq.config.namesrvAddr 127.0.0.1:9876 name server address for broker cluster
rocketmq.config.webTelemetryPath /metrics Path under which to expose metrics
server.port 5557 Address to listen on for web interface and telemetry
rocketmq.config.rocketmqVersion V4_3_2 rocketmq broker version

Build

Build Binary

mvn clean install

Build Docker Image

mvn package -Dmaven.test.skip=true docker:build

Run

Run Binary

java -jar target/rocketmq-exporter-0.0.2-SNAPSHOT-exec.jar

Run Docker Image

docker container run -itd --rm  -p 5557:5557  docker.io/rocketmq-exporter

Metrics

Documents about exposed Prometheus metrics.

Broker

Metrics details

Name Exposed information
rocketmq_broker_tps Broker produces the number of messages per second
rocketmq_broker_qps Broker consumes messages per second

Metrics output example

# HELP rocketmq_broker_tps BrokerPutNums
# TYPE rocketmq_broker_tps gauge
rocketmq_broker_tps{cluster="MQCluster",broker="broker-a",} 7.0
rocketmq_broker_tps{cluster="MQCluster",broker="broker-b",} 7.0
# HELP rocketmq_broker_qps BrokerGetNums
# TYPE rocketmq_broker_qps gauge
rocketmq_broker_qps{cluster="MQCluster",broker="broker-a",} 8.0
rocketmq_broker_qps{cluster="MQCluster",broker="broker-b",} 8.0

Producer

Metrics details

Name Exposed information
rocketmq_producer_tps The number of messages produced per second per topic
rocketmq_producer_message_size The size of a message produced per second by a topic (in bytes)
rocketmq_producer_offset The progress of a topic's production message

Metrics output example

# HELP rocketmq_producer_tps TopicPutNums
# TYPE rocketmq_producer_tps gauge
rocketmq_producer_tps{cluster="MQCluster",broker="broker-a",topic="DEV_TID_topic_tfq",} 7.0
rocketmq_producer_tps{cluster="MQCluster",broker="broker-b",topic="DEV_TID_topic_tfq",} 7.0
# HELP rocketmq_producer_message_size TopicPutMessageSize
# TYPE rocketmq_producer_message_size gauge
rocketmq_producer_message_size{cluster="MQCluster",broker="broker-a",topic="DEV_TID_topic_tfq",} 1642.0
rocketmq_producer_message_size{cluster="MQCluster",broker="broker-b",topic="DEV_TID_topic_tfq",} 1638.0
# HELP rocketmq_producer_offset TopicOffset
# TYPE rocketmq_producer_offset counter
rocketmq_producer_offset{cluster="MQCluster",broker="broker-a",topic="TBW102",} 0.0
rocketmq_producer_offset{cluster="MQCluster",broker="broker-b",topic="DEV_TID_tfq",} 1878633.0
rocketmq_producer_offset{cluster="MQCluster",broker="broker-a",topic="DEV_TID_tfq",} 3843787.0
rocketmq_producer_offset{cluster="MQCluster",broker="broker-b",topic="DEV_TID_20190304",} 0.0
rocketmq_producer_offset{cluster="MQCluster",broker="broker-a",topic="BenchmarkTest",} 0.0
rocketmq_producer_offset{cluster="MQCluster",broker="broker-b",topic="DEV_TID_20190305",} 0.0
rocketmq_producer_offset{cluster="MQCluster",broker="broker-b",topic="MQCluster",} 0.0
rocketmq_producer_offset{cluster="MQCluster",broker="broker-a",topic="DEV_TID_topic_tfq",} 2798195.0
rocketmq_producer_offset{cluster="MQCluster",broker="broker-b",topic="BenchmarkTest",} 0.0
rocketmq_producer_offset{cluster="MQCluster",broker="broker-b",topic="DEV_TID_topic_tfq",} 1459666.0
rocketmq_producer_offset{cluster="MQCluster",broker="broker-a",topic="MQCluster",} 0.0
rocketmq_producer_offset{cluster="MQCluster",broker="broker-a",topic="SELF_TEST_TOPIC",} 0.0
rocketmq_producer_offset{cluster="MQCluster",broker="broker-a",topic="OFFSET_MOVED_EVENT",} 0.0
rocketmq_producer_offset{cluster="MQCluster",broker="broker-b",topic="broker-b",} 0.0
rocketmq_producer_offset{cluster="MQCluster",broker="broker-a",topic="broker-a",} 0.0
rocketmq_producer_offset{cluster="MQCluster",broker="broker-b",topic="SELF_TEST_TOPIC",} 0.0
rocketmq_producer_offset{cluster="MQCluster",broker="broker-b",topic="RMQ_SYS_TRANS_HALF_TOPIC",} 0.0
rocketmq_producer_offset{cluster="MQCluster",broker="broker-a",topic="DEV_TID_20190305",} 0.0
rocketmq_producer_offset{cluster="MQCluster",broker="broker-b",topic="OFFSET_MOVED_EVENT",} 0.0
rocketmq_producer_offset{cluster="MQCluster",broker="broker-a",topic="RMQ_SYS_TRANS_HALF_TOPIC",} 0.0
rocketmq_producer_offset{cluster="MQCluster",broker="broker-b",topic="TBW102",} 0.0
rocketmq_producer_offset{cluster="MQCluster",broker="broker-a",topic="DEV_TID_20190304",} 0.0

Consumer Groups

Metrics details

Name Exposed information
rocketmq_consumer_tps The number of messages consumed per second by a consumer group
rocketmq_consumer_message_size The size of the message consumed by the consumer group per second (in bytes)
rocketmq_consumer_offset Progress of consumption message for a consumer group
rocketmq_group_get_latency Consumer latency on some topic for one queue
rocketmq_group_get_latency_by_storetime Consumption delay time of a consumer group
rocketmq_message_accumulation How far Consumer offset lag behind

Metrics output example

# HELP rocketmq_consumer_tps GroupGetNums
# TYPE rocketmq_consumer_tps gauge
rocketmq_consumer_tps{cluster="MQCluster",broker="broker-b",topic="DEV_TID_topic_tfq",group="DEV_CID_consumer_cfq",} 7.0
rocketmq_consumer_tps{cluster="MQCluster",broker="broker-a",topic="DEV_TID_topic_tfq",group="DEV_CID_consumer_cfq",} 7.0
# HELP rocketmq_consumer_message_size GroupGetMessageSize
# TYPE rocketmq_consumer_message_size gauge
rocketmq_consumer_message_size{cluster="MQCluster",broker="broker-b",topic="DEV_TID_topic_tfq",group="DEV_CID_consumer_cfq",} 1638.0
rocketmq_consumer_message_size{cluster="MQCluster",broker="broker-a",topic="DEV_TID_topic_tfq",group="DEV_CID_consumer_cfq",} 1642.0
# HELP rocketmq_consumer_offset GroupOffset
# TYPE rocketmq_consumer_offset counter
rocketmq_consumer_offset{cluster="MQCluster",broker="broker-b",topic="DEV_TID_topic_tfq",group="DEV_CID_consumer_cfq",} 1462030.0
rocketmq_consumer_offset{cluster="MQCluster",broker="broker-a",topic="DEV_TID_tfq",group="DEV_CID_cfq",} 3843787.0
rocketmq_consumer_offset{cluster="MQCluster",broker="broker-a",topic="DEV_TID_topic_tfq",group="DEV_CID_consumer_cfq",} 2800569.0
rocketmq_consumer_offset{cluster="MQCluster",broker="broker-b",topic="DEV_TID_tfq",group="DEV_CID_cfq",} 1878633.0
# HELP rocketmq_group_get_latency GroupGetLatency
# TYPE rocketmq_group_get_latency gauge
rocketmq_group_get_latency{cluster="MQCluster",broker="broker-b",topic="DEV_TID_topic_tfq",group="DEV_CID_consumer_cfq",queueid="0",} 0.05
rocketmq_group_get_latency{cluster="MQCluster",broker="broker-b",topic="DEV_TID_topic_tfq",group="DEV_CID_consumer_cfq",queueid="1",} 0.0
rocketmq_group_get_latency{cluster="MQCluster",broker="broker-a",topic="DEV_TID_topic_tfq",group="DEV_CID_consumer_cfq",queueid="7",} 0.05
rocketmq_group_get_latency{cluster="MQCluster",broker="broker-b",topic="DEV_TID_topic_tfq",group="DEV_CID_consumer_cfq",queueid="6",} 0.01
rocketmq_group_get_latency{cluster="MQCluster",broker="broker-a",topic="DEV_TID_topic_tfq",group="DEV_CID_consumer_cfq",queueid="3",} 0.0
rocketmq_group_get_latency{cluster="MQCluster",broker="broker-b",topic="DEV_TID_topic_tfq",group="DEV_CID_consumer_cfq",queueid="7",} 0.03
rocketmq_group_get_latency{cluster="MQCluster",broker="broker-a",topic="DEV_TID_topic_tfq",group="DEV_CID_consumer_cfq",queueid="4",} 0.0
rocketmq_group_get_latency{cluster="MQCluster",broker="broker-a",topic="DEV_TID_topic_tfq",group="DEV_CID_consumer_cfq",queueid="5",} 0.03
rocketmq_group_get_latency{cluster="MQCluster",broker="broker-a",topic="DEV_TID_topic_tfq",group="DEV_CID_consumer_cfq",queueid="6",} 0.01
rocketmq_group_get_latency{cluster="MQCluster",broker="broker-b",topic="DEV_TID_topic_tfq",group="DEV_CID_consumer_cfq",queueid="2",} 0.0
rocketmq_group_get_latency{cluster="MQCluster",broker="broker-b",topic="DEV_TID_topic_tfq",group="DEV_CID_consumer_cfq",queueid="3",} 0.0
rocketmq_group_get_latency{cluster="MQCluster",broker="broker-a",topic="DEV_TID_topic_tfq",group="DEV_CID_consumer_cfq",queueid="0",} 0.0
rocketmq_group_get_latency{cluster="MQCluster",broker="broker-b",topic="DEV_TID_topic_tfq",group="DEV_CID_consumer_cfq",queueid="4",} 0.0
rocketmq_group_get_latency{cluster="MQCluster",broker="broker-a",topic="DEV_TID_topic_tfq",group="DEV_CID_consumer_cfq",queueid="1",} 0.03
rocketmq_group_get_latency{cluster="MQCluster",broker="broker-b",topic="DEV_TID_topic_tfq",group="DEV_CID_consumer_cfq",queueid="5",} 0.0
rocketmq_group_get_latency{cluster="MQCluster",broker="broker-a",topic="DEV_TID_topic_tfq",group="DEV_CID_consumer_cfq",queueid="2",} 0.0
# HELP rocketmq_group_get_latency_by_storetime GroupGetLatencyByStoreTime
# TYPE rocketmq_group_get_latency_by_storetime gauge
rocketmq_group_get_latency_by_storetime{cluster="MQCluster",broker="broker-b",topic="DEV_TID_topic_tfq",group="DEV_CID_consumer_cfq",} 3215.0
rocketmq_group_get_latency_by_storetime{cluster="MQCluster",broker="broker-a",topic="DEV_TID_tfq",group="DEV_CID_cfq",} 0.0
rocketmq_group_get_latency_by_storetime{cluster="MQCluster",broker="broker-a",topic="DEV_TID_topic_tfq",group="DEV_CID_consumer_cfq",} 3232.0
rocketmq_group_get_latency_by_storetime{cluster="MQCluster",broker="broker-b",topic="DEV_TID_tfq",group="DEV_CID_cfq",} 0.0

Consumer

Metrics details

Name Exposed information
rocketmq_client_consume_fail_msg_count The number of messages consumed fail in one hour
rocketmq_client_consume_fail_msg_tps The number of messages consumed fail per second
rocketmq_client_consume_ok_msg_tps The number of messages consumed success per second
rocketmq_client_consume_rt The average time of consuming every message
rocketmq_client_consumer_pull_rt The average time of pulling every message
rocketmq_client_consumer_pull_tps The number of messages pulled by client per second

Metrics output example

# HELP rocketmq_client_consume_fail_msg_count consumerClientFailedMsgCounts
# TYPE rocketmq_client_consume_fail_msg_count gauge
rocketmq_client_consume_fail_msg_count{clientAddr="172.16.116.51:52178",clientId="10.0.4.0@120367",group="consumer_one",topic="topic_one",} 0.0
rocketmq_client_consume_fail_msg_count{clientAddr="172.16.116.51:52178",clientId="10.0.4.0@120367",group="consumer_one",topic="%RETRY%consumer_one",} 0.0
# HELP rocketmq_client_consume_fail_msg_tps consumerClientFailedTPS
# TYPE rocketmq_client_consume_fail_msg_tps gauge
rocketmq_client_consume_fail_msg_tps{clientAddr="172.16.116.51:52178",clientId="10.0.4.0@120367",group="consumer_one",topic="topic_one",} 0.0
rocketmq_client_consume_fail_msg_tps{clientAddr="172.16.116.51:52178",clientId="10.0.4.0@120367",group="consumer_one",topic="%RETRY%consumer_one",} 0.0
# HELP rocketmq_client_consume_ok_msg_tps consumerClientOKTPS
# TYPE rocketmq_client_consume_ok_msg_tps gauge
rocketmq_client_consume_ok_msg_tps{clientAddr="172.16.116.51:52178",clientId="10.0.4.0@120367",group="consumer_one",topic="topic_one",} 9.833333333333334
rocketmq_client_consume_ok_msg_tps{clientAddr="172.16.116.51:52178",clientId="10.0.4.0@120367",group="consumer_one",topic="%RETRY%consumer_one",} 0.0
# HELP rocketmq_client_consume_rt consumerClientRT
# TYPE rocketmq_client_consume_rt gauge
rocketmq_client_consume_rt{clientAddr="172.16.116.51:52178",clientId="10.0.4.0@120367",group="consumer_one",topic="topic_one",} 0.0576271186440678
rocketmq_client_consume_rt{clientAddr="172.16.116.51:52178",clientId="10.0.4.0@120367",group="consumer_one",topic="%RETRY%consumer_one",} 0.0
# HELP rocketmq_client_consumer_pull_rt consumerClientPullRT
# TYPE rocketmq_client_consumer_pull_rt gauge
rocketmq_client_consumer_pull_rt{clientAddr="172.16.116.51:52178",clientId="10.0.4.0@120367",group="consumer_one",topic="topic_one",} 402.6186440677966
rocketmq_client_consumer_pull_rt{clientAddr="172.16.116.51:52178",clientId="10.0.4.0@120367",group="consumer_one",topic="%RETRY%consumer_one",} 0.0
# HELP rocketmq_client_consumer_pull_tps consumerClientPullTPS
# TYPE rocketmq_client_consumer_pull_tps gauge
rocketmq_client_consumer_pull_tps{clientAddr="172.16.116.51:52178",clientId="10.0.4.0@120367",group="consumer_one",topic="topic_one",} 9.833333333333334
rocketmq_client_consumer_pull_tps{clientAddr="172.16.116.51:52178",clientId="10.0.4.0@120367",group="consumer_one",topic="%RETRY%consumer_one",} 0.0

Grafana Dashboard

There are two dashboard to choose from:

The First

Grafana Dashboard ID: 10477, name: RocketMQ Exporter Overview. For details of the dashboard please see RocketMQ Exporter Overview.

SkyWalking Dashboard

Since 10.0, SkyWalking has provided bundled native monitoring dashboards for RocketMQ through this exporter and OpenTelemetry collector. For settings details, please read RocketMQ monitoring doc.

The Second

rocketmq_exporter.json

Note: It must be configured with two additional labels(Env and Cluster), when configured on the prometheus, as shown bellow:

  - job_name: 'rocketmq-exporter'
    static_configs:
    - targets: ['localhost:5557']
      labels:
        Env: 'develop'
        Cluster: 'local'

Quick Start

This guide will tell you how to build and run rocketmq exporter with Prometheus and Grafana Integration from scratch.