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MQTT consumers can share and loadbalance a topic subscription.
Consumer session balancing has been deprecated and will be removed in VerneMQ 2.0. Use Shared Subscriptions instead.
Sometimes consumers get overwhelmed by the number of messages they receive. VerneMQ can load balance between multiple consumer instances subscribed to the same topic with the same ClientId.
To enable session balancing, activate the following two settings in vernemq.conf
allow_multiple_sessions = on
queue_deliver_mode = balanceThe VerneMQ health checker
A simple way to gauge the health of a VerneMQ cluster is to query the /health path on the HTTP listener.
The health check will return 200 when VerneMQ is accepting connections and is joined with the cluster (for clustered setups). 503 will be returned in case any of those two conditions are not met.
The VerneMQ status page
VerneMQ comes with a built-in status page which by default is enabled and is available on http://localhost:8888/status, see HTTP listeners.
The status page is a simple overview of the cluster and the individual nodes in the cluster as seen below:
VerneMQ can be installed on CentOS-based systems using the binary package we provide.
Once you have downloaded the binary package, execute the following command to install VerneMQ:
or:
To use the provided binary packages the VerneMQ EULA must be accepted. See for more information.
Once you've installed VerneMQ, start it on your node:
You can verify that VerneMQ is successfully installed by running:
If VerneMQ has been installed successfully vernemq is returned.
Now that you've installed VerneMQ, check out .
To use the VerneMQ pre-built packages and Docker images you have to accept the . Make sure to read and understand the EULA before accepting it.
Accepting the EULA for OS packages can be done by either changing the accept_eula line in the vernemq.conf file from no to yes or accepting the EULA the first time starting VerneMQ. In general, the installation of VerneMQ OS packages is now a 3 step process:
If you install the package with tools like dpkg (example: sudo dpkg -i vernemq-1.10.0.xenial.x86_64.deb), VerneMQ will install but will fail to start due to the missing EULA acceptance.
Accept the EULA by running sudo vernemq chkconfig or by adding the following line to your vernemq.conf file: accept_eula = yes.
Start/restart VerneMQ with: sudo systemctl restart vernemq.
For Docker images the EULA can be accepted by setting the environment variableDOCKER_VERNEMQ_ACCEPT_EULA=yes, for Docker Swarm add DOCKER_VERNEMQ_ACCEPT_EULA: yes to the environment.
For the Helm chart the EULA for the Docker images can be accepted by extending the additionalEnv section with:
additionalEnv:
- name: DOCKER_VERNEMQ_ACCEPT_EULA
value: "yes"
and similarly for the , to accept the EULA for the Docker images, the env can be extended with:
env:
- name: DOCKER_VERNEMQ_ACCEPT_EULA
value: "yes"
Everything you must know to properly configure VerneMQ
Every VerneMQ node has to be configured. Depending on the installation method and chosen platform the configuration file vernemq.conf resides at different locations. If VerneMQ was installed through a Linux package the default location for the configuration file is /etc/vernemq/vernemq.conf.
A single setting is handled on one line.
Lines are structured Key = Value
Any line starting with # is a comment, and will be ignored
You certainly want to try out VerneMQ right away. For that you could disable authentication like so:
Set allow_anonymous = on
By default the vmq_acl authorization plugin is enabled and configured to allow publishing and subscribing to any topic, see for more information.
The systree functionality is enabled by default and reports the broker metrics at a fixed interval defined in the vernemq.conf. The metrics defined are transformed to MQTT topics e.g. mqtt_publish_received is transformed to $SYS/<nodename>/mqtt/publish/received. <nodename> is your node's name, as configured in the vernemq.conf. To find it, you can grep the file for it: grep nodename vernemq.conf
The complete list of metrics can be found
This option defaults to 20000 milliseconds.
If the systree feature is not required it can be disabled in vernemq.conf
The feature and the interval can be changed at runtime using the vmq-admin script.
Usage: vmq-admin set = ... [[--node | -n] | --all]
Example: vmq-admin set systree_interval=60000 -n [email protected]
Examples:
The graphite exporter reports the broker metrics at a fixed interval (defined in milliseconds) to a graphite server. The necessary configuration is done inside the vernemq.conf.
You can further tune the connection to the Graphite server:
In this section the publish flow is described. VerneMQ provides multiple hooks throughout the flow of a message. The most important ones are the auth_on_publish and auth_on_publish_m5 hooks which acts as an application level firewall granting or rejecting a publish message.
The auth_on_publish and auth_on_publish_m5 hooks allow your plugin to grant or reject publish requests sent by a client. It also enables to rewrite the publish topic, payload, qos, or retain flag and in the case of auth_on_publish_m5 properties. The auth_on_publish hook is specified in the Erlang behaviour and the auth_on_publish_m5 hook in the behaviour available in the repo.
Every plugin that implements the auth_on_publish or auth_on_publish_m5 hooks are part of a conditional plugin chain. For this reason we allow the hook to return different values. In case the plugin can't validate the publish message it is best to return next as this would allow subsequent plugins in the chain to validate the request. If no plugin is able to validate the request it gets automatically rejected.
The on_publish and on_publish_m5 hooks allow your plugin to get informed about an authorized publish message. The hook is specified in the Erlang behaviour and the on_publish_m5 hook in the behaviour available in the repo.
The on_offline_message hook allows your plugin to get notified about a new a queued message for a client that is currently offline. The hook is specified in the Erlang behaviour available in the repo.
The on_deliver and on_deliver_m5 hooks allow your plugin to get informed about outgoing publish messages, but also allows you to rewrite topic and payload of the outgoing message. The hook is specified in the Erlang behaviour and the on_deliver_m5 hook in the behaviour available in the repo.
Every plugin that implements the on_deliver or on_deliver_m5 hooks are part of a conditional plugin chain, although NO verdict is required in this case. The message gets delivered in any case. If your plugin uses this hook to rewrite the message the plugin system stops evaluating subsequent plugins in the chain.
graphite_enabled = on
graphite_host = carbon.hostedgraphite.com
graphite_port = 2003
graphite_interval = 20000
graphite_api_key = YOUR-GRAPHITE-API-KEY
graphite.interval = 15000# set the connect timeout (defaults to 5000 ms)
graphite_connect_timeout = 10000
# set a reconnect timeout (default to 15000 ms)
graphite_reconnect_timeout = 10000
# set a custom graphite prefix (defaults to '')
graphite_prefix = vernemqsudo yum install vernemq-<VERSION>.centos7.x86_64.rpmsudo rpm -Uvh vernemq-<VERSION>.centos7.x86_64.rpmservice vernemq startrpm -qa | grep vernemqsystree_interval = 20000systree_enabled = offmosquitto_sub -t '$SYS/<node-name>/#' -u <username> -P <password> -dWhere should VerneMQ emit the default console log messages (which are typically at info severity):
log.console = off | file | console | bothVerneMQ defaults to log the console messages to a file, which can specified by:
log.console.file = /path/to/log/fileThis option defaults to /var/log/vernemq/console.log for Ubuntu, Debian, RHEL and Docker installs.
The default console logging level info could be setting one of the following:
log.console.level = debug | info | warning | errorVerneMQ log error messages by default. One can change the default behaviour by setting:
log.error = on | offVerneMQ defaults to log the error messages to a file, which can specified by:
log.error.file = /path/to/log/fileThis option defaults to /var/log/vernemq/error.log for Ubuntu, Debian, RHEL and Docker installs.
VerneMQ log crash messages by default. One can change the default behaviour by setting:
log.crash = on | offVerneMQ defaults to log the crash messages to a file, which can specified by:
log.crash.file = /path/to/log/fileThis option defaults to /var/log/vernemq/crash.log for Ubuntu, Debian, RHEL and Docker installs.
The maximum sizes in bytes of inidividual messages in the crash log defaults to 64KB but can be specified by:
log.crash.maximum_message_size = 64KBVerneMQ rotate crash logs. By default, the crash log file is rotated at midnight or when the size exceeds 10MGB. This behaviour can be changed by setting:
## Acceptable values:
## - a byte size with units, e.g. 10GB
log.crash.size = 10MB
## For acceptable values see https://github.com/basho/lager/blob/master/README.md#internal-log-rotation
log.crash.rotation = $D0The default number of rotated log files is 5 and can be set with the option:
log.crash.rotation.keep = 5VerneMQ supports logging to SysLog, enable it by setting:
log.syslog = onLogging to SysLog is disabled by default.
Set the time in seconds after a QoS=1 or QoS=2 message has been sent that VerneMQ will wait before retrying when no response is received.
retry_interval = 20This option default to 20 seconds.
This option defines the maximum number of QoS 1 or 2 messages that can be in the process of being transmitted simultaneously.
max_inflight_messages = 20Defaults to 20 messages, use 0 for no limit. The inflight window serves as a protection for sessions, on the incoming side.
The maximum number of messages to hold in the queue above those messages that are currently in flight. Defaults to 1000. Set to -1 for no limit. This option protects a client session from overload by dropping messages (of any QoS).
max_online_messages = 1000Defaults to 1000 messages, use -1 for no limit. This parameter was named max_queued_messages in 0.10.*. Note that 0 will totally block message delivery from any queue!
This option specifies the maximum number of QoS 1 and 2 messages to hold in the offline queue.
max_offline_messages = 1000Defaults to 1000 messages, use -1 for no limit, use 0 if no messages should be stored.
In contrast to the session based inflight window, max_online_messages and max_offline_messages serves as a protection of queues, on the outgoing side.
As well as being available as packages that can be installed directly into the operating systems, VerneMQ is also available as a Docker image. Below is an example of how to set up a couple of VerneMQ
To use the provided docker images the VerneMQ EULA must be accepted. See Accepting the VerneMQ EULA for more information.
docker run --name vernemq1 -d vernemq/vernemqSometimes you need to configure a forwarding for ports (on a Mac for example):
docker run -p 1883:1883 --name vernemq1 -d vernemq/vernemqThis starts a new node that listens on 1883 for MQTT connections and on 8080 for MQTT over websocket connections. However, at this moment the broker won't be able to authenticate the connecting clients. To allow anonymous clients use the DOCKER_VERNEMQ_ALLOW_ANONYMOUS=on environment variable.
docker run -e "DOCKER_VERNEMQ_ALLOW_ANONYMOUS=on" --name vernemq1 -d vernemq/vernemqThis allows a newly started container to automatically join a VerneMQ cluster. Assuming you started your first node like the example above you could autojoin the cluster (which currently consists of a single container 'vernemq1') like the following:
docker run -e "DOCKER_VERNEMQ_DISCOVERY_NODE=<IP-OF-VERNEMQ1>" --name vernemq2 -d vernemq/vernemq(Note, you can find the IP of a docker container using docker inspect <CONTAINER_NAME> | grep \"IPAddress\").
To check if the above containers have successfully clustered you can issue the vmq-admin command:
docker exec vernemq1 vmq-admin cluster show
+--------------------+-------+
| Node |Running|
+--------------------+-------+
|[email protected]| true |
|[email protected]| true |
+--------------------+-------+There are a couple of hidden options you can set in the vernemq.conf file. Hidden means that you have to add and set the value explicitly. Hidden options still have default values. Changing them should be considered advanced, possibly with the exception of setting a max_message_rate.
Specify how the queue should deliver messages when multiple sessions are allowed. In case of fanout all the attached sessions will receive the message, in case of balance an attached session is choosen randomly.
queue_deliver_mode = balanceSpecify how queues should process messages, either the fifo or lifo way. Default is fifo.
queue_type = fifoSpecifies the maximum incoming publish rate per session per second. Depending on the underlying network buffers this rate isn't enforced. Defaults to 0, which means no rate limits apply. Setting to a value of 2 limits any publisher to 2 messages per second, for instance.
max_message_rate = 2Due to the eventual consistent nature of the subscriber store it is possible that during queue migration messages still arrive on the old cluster node. This parameter enables to compensate this by keeping the queue around for some time (in seconds) after it was migrated to the other cluster node.
max_drain_time = 20Specifies the number of messages that are delivered to the remote node per drain step. A large value will provide a faster migration of a queue, but increases the waste of bandwidth in case the migration fails.
max_msgs_per_drain_step = 1000Allows to select a new default reg_view. A reg_view is a pre-defined way to route messages. Multiple views can be loaded and used, but one has to be selected as a default. The default routing is vmq_reg_trie, i.e. routing via the built-in trie data structure.
vmq_reg_view = "vmq_reg_trie"A list of views that are started during startup. It's only used in plugins that want to choose dynamically between routing reg_views.
reg_views = "[vmq_reg_trie]"An integer specifying how many bytes are buffered in case the remote node is not available. Default is 10000
outgoing_clustering_buffer_size = 15000Description and Configuration of the Prometheus exporter
The Prometheus exporter is enabled by default and installs an HTTP handler on http://localhost:8888/metrics. To read more about configuring the HTTP listener, see HTTP Listener Configuration.
Add the following configuration to the scrape_configs section inside prometheus.yml of your Prometheus server.
# A scrape configuration containing exactly one endpoint to scrape:
# Here it's Prometheus itself.
scrape_configs:
- job_name: 'vernemq'
scrape_interval: 5s
scrape_timeout: 5s
static_configs:
- targets: ['localhost:8888']This tells Prometheus to scrape the VerneMQ metrics endpoint every 5 seconds.
Please follow the documentation on the Prometheus website to properly configure the metrics scraping as well as how to access those metrics and configure alarms and graphs.
VerneMQ uses the Erlang distribution mechanism for most inter-node communication. VerneMQ identifies other machines in the cluster using Erlang identifiers (e.g. [email protected]). Erlang resolves these node identifiers to a TCP port on a given machine via the Erlang Port Mapper daemon (epmd) running on each cluster node.
By default, epmd binds to TCP port 4369 and listens on the wildcard interface. For inter-node communication, Erlang uses an unpredictable port by default; it binds to port 0, which means the first available port.
For ease of firewall configuration, VerneMQ can be configured to instruct the Erlang interpreter to use a limited range of ports. For example, to restrict the range of ports that Erlang will use for inter-Erlang node communication to 6000-7999, add the following lines to vernemq.conf on each VerneMQ node:
erlang.distribution.port_range.minimum = 6000
erlang.distribution.port_range.maximum = 7999The settings above are only used for distributing subscription updates and maintenance messages. For distributing the 'real' MQTT messages the proper vmq listener must be configured in the vernemq.conf.
listener.vmq.clustering = 0.0.0.0:44053Attributions:
This section, "VerneMQ Inter-node Communication", is a derivative of Security and Firewalls by Riak, used under Creative Commons Attribution 3.0 Unported License.
Many aspects of VerneMQ can be extended using plugins. The standard VerneMQ package comes with several official plugins. You can show the enabled & running plugins via:
vmq-admin plugin showThe command above displays all the enabled plugins together with the hooks they implement:
+-----------+-----------+-----------------+-----------------------------+
| Plugin | Type | Hook(s) | M:F/A |
+-----------+-----------+-----------------+-----------------------------+
|vmq_passwd |application|auth_on_register |vmq_passwd:auth_on_register/5|
| vmq_acl |application| auth_on_publish | vmq_acl:auth_on_publish/6 |
| | |auth_on_subscribe| vmq_acl:auth_on_subscribe/3 |
+-----------+-----------+-----------------+-----------------------------+vmq-admin plugin enable --name=vmq_aclThis enables the ACL plugin. Because the vmq_acl plugin is already started the above command won't succeed. In case the plugin sits in an external directory you must also to provide the --path=PathToPlugin.
vmq-admin plugin disable --name=vmq_aclTo make a plugin start when VerneMQ starts they need to be configured in the main vernemq.conf file.
The general syntax to enable a plugin is to add a line like plugins.pluginname = on, using the vmq_passwd plugin as an example:
plugins.vmq_passwd = onAnd if the plugin is external the path can be specified like this:
plugins.myplugin = on
plugins.myplugin.path = /path/to/pluginPlugin specific settings can be configured via myplugin.somesetting = value, like:
vmq_passwd.password_file = ./etc/vmq.passwdSee the vernemq.conf file for details.
Description and Configuration of the built-in Monitoring mechanism
VerneMQ can be monitored in several ways. We implemented native support for Graphite, MQTT $SYS tree, and Prometheus.
The metrics are also available via the command line tool:
vmq-admin metrics showOr with:
vmq-admin metrics show -dWhich will output the metrics together with a short description describing what the metric is about. An example looks like:
# The number of AUTH packets received.
counter.mqtt_auth_received = 0
# The number of times a MQTT queue process has been initialized from offline storage.
counter.queue_initialized_from_storage = 0
# The number of PUBLISH packets sent.
counter.mqtt_publish_sent = 10
# The number of bytes used for storing retained messages.
gauge.retain_memory = 21184Notice that the metrics:
mqtt_connack_not_authorized_sent
mqtt_connack_bad_credentials_sent
mqtt_connack_server_unavailable_sent
mqtt_connack_identifier_rejected_sent
mqtt_connack_unacceptable_protocol_sent
mqtt_connack_accepted_sentAre no longer used (always 0) and will be removed in the future. They were replaced with mqtt_connack_sent using the return_code label. For MQTT 5.0 the reason_code label is used instead.
The output on the command line are aggregated by default, but details for a label can be shown as well, for example all metrics with the not_authorized label:
vmq-admin metrics show --return_code=not_authorized
counter.mqtt_connack_sent = 0All available labels can be show using vmq-admin metrics show --help.
Netdata Metrics
A great way to monitor VerneMQ is to use Netdata or Netdata Cloud. Netdata uses VerneMQ in its Netdata Cloud service, and has developed full integration with VerneMQ.
This means that you have one of the best monitoring tools ready for VerneMQ. Netdata will show you all the VerneMQ metrics in a realtime dashboard.
When Netdata runs on the same node as VerneMQ it will automatically discover the VerneMQ node.
Learn how to setup Netdata for VerneMQ with the following guide:
https://learn.netdata.cloud/docs/agent/collectors/go.d.plugin/modules/vernemq
VerneMQ uses Google's LevelDB as a fast storage backend for messages and subscriber information. Each VerneMQ node runs its own embedded LevelDB store.
There's not much you need to know about LevelDB and VerneMQ. One really important thing to note is that LevelDB manages its own memory. This means that VerneMQ will not allocate and free memory for LevelDB. Instead you'll have to configure a configuration value in vernemq.conf that tells LevelDB how much memory it can use up.
Configuring LevelDB memory:
leveldb.maximum_memory.percent = 20LevelDB means business with its allocated memory. It will eventually end up with the configured max, making it look like there's a memory leak, or even triggering OOM kills. Keep that in mind when configuring the percentage of RAM you give to LevelDB.
In this section the subscription flow is described. VerneMQ provides several hooks to intercept the subscription flow. The most important ones are the auth_on_subscribe and auth_on_subscribe_m5 hooks which act as an application level firewall granting or rejecting subscribe requests.
The auth_on_subscribe and auth_on_subscribe_m5 hooks allow your plugin to grant or reject subscribe requests sent by a client. They also makes it possible to rewrite the subscribe topic and qos. The auth_on_subscribe hook is specified in the Erlang behaviour auth_on_subscribe_hook and the auth_on_subscribe hook in the auth_on_subscribe_m5_hook behaviour available in the vernemq_dev repo.
The on_subscribe and on_subscribe_m5 hooks allow your plugin to get informed about an authorized subscribe request. The on_subscribe hook is specified in the Erlang behaviour on_subscribe_hook and the on_subscribe_m5 hook in the on_subscribe_m5_hook behaviour available in the vernemq_dev repo.
The on_unsubscribe and on_unsubscribe_m5 hooks allow your plugin to get informed about an unsubscribe request. They also allow you to rewrite the unsubscribe topic if required. The on_subscribe hook is specified in the Erlang behaviour on_unsubscribe_hook and the on_unsubscribe_m5 hook in the on_unsubscribe_m5_hook behaviour available in the vernemq_dev repo.
VerneMQ supports enhanced authentication flows or SASL style authentication for MQTT 5.0 sessions. The enhanced authentication mechanism can be used for initial authentication when the client connects or to re-authenticate clients at a later point.
The on_auth_m5 hook allows the plugin to implement SASL style authentication flows by either accepting, rejecting (disconnecting the client) or continue the flow. The on_auth_m5 hook is specified in the Erlang behaviour on_auth_m5_hook in the vernemq_dev repo.
VerneMQ can be installed on Debian or Ubuntu-based systems using the binary package we provide.
Once you have downloaded the binary package, execute the following command to install VerneMQ:
Note: Replace bionic with appropriate OS version such as focal/trusty/xenial.
You can verify that VerneMQ is successfully installed by running:
If VerneMQ has been installed successfully Status: install ok installed is returned.
To use the provided binary packages the VerneMQ EULA must be accepted. See for more information.
Once you've installed VerneMQ, start it on your node:
The whereis vernemq command will give you a couple of directories:
Now that you've installed VerneMQ, check out .
Set the maximum size for client ids, MQTT v3.1 specifies a limit of 23 characters.
This option default to 23.
This option allows persistent clients (those with clean_session set to false) to be removed if they do not reconnect within a certain time frame.
This is a non-standard option. As far as the MQTT specification is concerned, persistent clients are persisted forever.
The expiration period should be an integer followed by one of h, d, w, m, y for hour, day, week, month, and year; or never:
This option defaults to never.
Limit the maximum publish payload size in bytes that VerneMQ allows. Messages that exceed this size won't be accepted.
Defaults to 0, which means that all valid messages are accepted. MQTT specification imposes a maximum payload size of 268435455 bytes.
Working with shared subscriptions
A shared subscription is a mechanism for distributing messages to a set of subscribers to shared subscription topic, such that each message is received by only one subscriber. This contrasts with normal subscriptions where each subscriber will receive a copy of the published message.
A shared subscription is on the form $share/sharename/topic and subscribers to this topic will receive messages published to the topic topic. The messages will be distributed according to the defined distribution policy.
When subscribing to a shared subscription using command line tools remember to quote the topic as some command line shells, like bash, will otherwise expand the $share part of the topic as an environment variable.
Currently three message distribution policies for shared subscriptions are supported: prefer_local, random and local_only. Under the random policy messages will be published to a random member of the shared subscription, if any exist. Under the prefer_local policy messages will be delivered to a random node-local member of the shared subscription, if none exist, the message will be delivered to a random member of the shared subscription on a remote cluster node. Under the local_only policy message will be delivered to a random node-local member of the shared subscription.
When a messages is being delivered to subscribers of a shared subscription, the message will be delivered to an online subscriber if possible, otherwise the message will be delivered to an offline subscriber.
Subscriptions Note: When subscribing to a shared topic, make sure to escape the $
So, for dash or bash shells
Publishing Note: When publishing to a shared topic, do not include the prefix $share/group/ as part of the publish topic name
VerneMQ provides multiple hooks throughout the lifetime of a session. The most important ones are the auth_on_register and auth_on_register_m5 hooks which act as an application level firewall granting or rejecting new clients.
The auth_on_register and auth_on_register_m5 hooks allow your plugin to grant or reject new client connections. Moreover it lets you exert fine grained control over the configuration of the client session. The auth_on_register hook is specified in the Erlang behaviour and the auth_on_register_m5 hook in the behaviour available in the repo.
Every plugin that implements the auth_on_register or auth_on_register_m5 hooks are part of a conditional plugin chain. For this reason we allow the hook to return different values depending on how the plugin grants or rejects this client. In case the plugin doesn't know the client it is best to return next as this would allow subsequent plugins in the chain to validate this client. If no plugin is able to validate the client it gets automatically rejected.
The on_auth_m5 hook allows your plugin to implement MQTT enhanced authentication, see .
The on_register and on_register_m5 hooks allow your plugin to get informed about a newly authenticated client. The hook is specified in the Erlang behaviour and the behaviour available in the repo.
Once a new client was successfully authenticated and the above described hooks have been called, the client attaches to its queue. If it is a returning client using clean_session=false or if the client had previous sessions in the cluster, this process could take a while. (As offline messages are migrated to a new node, existing sessions are disconnected). The hook is called at the point where a queue has been successfully instantiated, possible offline messages migrated, and potential duplicate sessions have been disconnected. In other words: when the client has reached a completely initialized, normal state for accepting messages. The hook is specified in the Erlang behaviour on_client_wakeup_hook available in the repo.
This hook is called if an MQTT 3.1/3.1.1 client using clean_session=false or an MQTT 5.0 client with a non-zero session_expiry_interval closes the connection or gets disconnected by a duplicate client. The hook is specified in the Erlang behaviour available in the repo.
This hook is called if an MQTT 3.1/3.1.1 client using clean_session=true or an MQTT 5.0 client with the session_expiry_interval set to zero closes the connection or gets disconnected by a duplicate client. The hook is specified in the Erlang behaviour available in the repo.
Inspecting the retained message store
To list the retained messages simply invoke vmq-admin retain show:
Note, by default a maximum of 100 results are returned. This is a mechanism to protect the from overload as there can be millions of retained messages. Use --limit=<RowLimit> to override the default value.
Besides listing the retained messages it is also possible to filter them:
In the above example we list only the payload for the topic some/topic.
Another example where all topics are list with retained messages with a specific payload:
See the full set of options and documentation by invoking vmq-admin retain show --help.
When working with a system like VerneMQ sometimes when troubleshooting it would be nice to know what a client is actually sending and receiving and what VerneMQ is doing with this information. For this purpose VerneMQ has a built-in tracing mechanism which is safe to use in production settings as there is very little overhead in running the tracer and has built-in protection mechanisms to stop traces that produce too much information.
To trace a client the following command is available:
See the available flags by calling vmq-admin trace client --help.
A typical trace could look like the following:
In this particular trace a trace was started for the client with client-id client. At first no clients are connected to the node where the trace has been started, but a little later the client connects and we see the trace come alive. The strange identifier <7616.3443.1> is called a process identifier and is the identifier of the process in which the trace happened - this isn't relevant unless one wants to correlate the trace with log entries where process identifiers are also logged. Besides the process identifier there are some lines with MQTT SEND and MQTT RECV which are to be understood from the perspective of the broker. In the above trace this means that first the broker receives a CONNECT frame and replies with a CONNACK frame. Each MQTT event is annotated with the data from the MQTT frame to give as much detail and insight as possible.
Notice the auth_on_register call between CONNECT and CONNACK which is the authentication plugin hook being called to authenticate the client. In this case the hook returned ok which means the client was successfully authenticated.
Likewise notice the auth_on_subscribe call between the SUBSCRIBE and SUBACK frames which is plugin hook used to authorize if this particular subscription should be allowed or not. In this case the subscription was authorized.
VerneMQ supports the WebSocket protocol out of the box. To be able to open a WebSocket connection to VerneMQ, you have to configure a WebSocket listener or Secure WebSocket listener in the vernemq.conf file first:
Keep in mind that you'll use MQTT-over-WebSocket, so you will need a Javascript library that implements the MQTT client behaviour. We have used the as well as
You won't be able to open WebSocket connections on a base URL, always add the /mqtt path.
We recommend to use the rebar3 toolchain to generate the basic Erlang OTP application boilerplate and start from there.
Change the rebar.config file to include the vernemq_dev dependency:
Compile the application, this will automatically fetch vernemq_dev.
Now you're ready to implement the hooks. Don't forget to add the proper vmq_plugin_hooks entries to your src/myplugin.app.src file.
For a complete example, see the .
You can configure as many listeners as you wish in the vernemq.conf file. In addition to this, the vmq-admin listener command let's you configure, start, stop and delete listeners on the fly. Those can be MQTT, WebSocket or Cluster listeners, in the command line output they will be tagged mqtt, ws or vmq accordingly.
Listeners configured with the vmq-admin listener command will not survive a broker restart. Live changes to listeners configured in vernemq.conf are possible, but the vernemq.conf listeners will just be restarted with a broker restart.
This will start an MQTT listener on port 1884 and IP address 192.168.1.50. If you want to start a WebSocket listener, just tell VerneMQ by adding the --websocket flag. There are more options, mainly for configuring SSL (use vmq-admin listener start --help).
You can isolate client connections accepted by a certain listener from other clients by setting a mountpoint.
To start an MQTT listener using defaults, just set the port and IP address as a minimum.
You can add the -k or --kill_sessions switch to that command. This will disconnect all client connections setup by that listener. In combination with a mountpoint, this can be useful for terminating clients for a specific application, or to force re-connects to another cluster node (to prepare for a cluster leave for your node).
max_client_id_size = 23persistent_client_expiration = 1wmax_message_size = 0$ vmq-admin retain show
+------------------+----------------+
| payload | topic |
+------------------+----------------+
| a-third-message | a/third/topic |
|some-other-message|some/other/topic|
| a-message | some/topic |
| a-message | another/topic |
+------------------+----------------+$ vmq-admin retain show --payload --topic=some/topic
+---------+
| payload |
+---------+
|a-message|
+---------+$ vmq-admin retain show --payload a-message --topic
+-------------+
| topic |
+-------------+
| some/topic |
|another/topic|
+-------------+vmq-admin trace client client-id=<client-id>$ vmq-admin trace client client-id=client
No sessions found for client "client"
New session with PID <7616.3443.1> found for client "client"
<7616.3443.1> MQTT RECV: CID: "client" CONNECT(c: client, v: 4, u: username, p: password, cs: 1, ka: 30)
<7616.3443.1> Calling auth_on_register({{172,17,0,1},34274},{[],<<"client">>},username,password,true)
<7616.3443.1> Hook returned "ok"
<7616.3443.1> MQTT SEND: CID: "client" CONNACK(sp: 0, rc: 0)
<7616.3443.1> MQTT RECV: CID: "client" SUBSCRIBE(m1) with topics:
q:0, t: "topic"
<7616.3443.1> Calling auth_on_subscribe(username,{[],<<"client">>}) with topics:
q:0, t: "topic"
<7616.3443.1> Hook returned "ok"
<7616.3443.1> MQTT SEND: CID: "client" SUBACK(m1, qt[0])
<7616.3443.1> Trace session for client stoppedvmq-admin listener show +----+-------+------------+-----+----------+---------+
|type|status | ip |port |mountpoint|max_conns|
+----+-------+------------+-----+----------+---------+
|vmq |running|192.168.1.50|44053| | 30000 |
|mqtt|running|192.168.1.50|1883 | | 30000 |
+----+-------+------------+-----+----------+---------+
`vmq-admin listener start address=192.168.1.50 port=1884 --mountpoint /test --nr_of_acceptors=10 --max_connections=1000vmq-admin listener stop address=192.168.1.50 port=1884vmq-admin listener restart address=192.168.1.50 port=1884vmq-admin listener delete address=192.168.1.50 port=1884sudo dpkg -i vernemq-<VERSION>.bionic.x86_64.debdpkg -s vernemq | grep Statusservice vernemq startwhereis vernemq
vernemq: /usr/sbin/vernemq /usr/lib/vernemq /etc/vernemq /usr/share/vernemqPath
Description
/usr/sbin/vernemq:
the vernemq and vmq-admin commands
/usr/lib/vernemq
the vernemq package
/etc/vernemq
the vernemq.conf file
/usr/share/vernemq
the internal vernemq schema files
/var/lib/vernemq
the vernemq data dirs for LevelDB (Metadata Store and Message Store)
listener.ws.default = 127.0.0.1:9001
listener.wss.default = 127.0.0.1:9002rebar3 new app name="myplugin" desc="this is my first VerneMQ plugin"
===> Writing myplugin/src/myplugin_app.erl
===> Writing myplugin/src/myplugin_sup.erl
===> Writing myplugin/src/myplugin.app.src
===> Writing myplugin/rebar.config
===> Writing myplugin/.gitignore
===> Writing myplugin/LICENSE
===> Writing myplugin/README.md{erl_opts, [debug_info]}.
{deps, [{vernemq_dev,
{git, "git://github.com/vernemq/vernemq_dev.git", {branch, "master"}}}
]}.rebar3 compile
===> Verifying dependencies...
===> Fetching vmq_commons ({git,
"git://github.com/vernemq/vernemq_dev.git",
{branch,"master"}})
===> Compiling vernemq_dev
===> Compiling mypluginVerneMQ supports multiple ways to configure one or many MQTT listeners.
Listeners specify on which IP address and port VerneMQ should accept new incoming connections. Depending on the chosen transport (TCP, SSL, WebSocket) different configuration parameters have to be provided. VerneMQ allows to write the listener configurations in a hierarchical manner, enabling very flexible setups. VerneMQ applies reasonable defaults on the top level, which can be of course overridden if needed.
# defines the default nr of allowed concurrent
# connections per listener
listener.max_connections = 10000
# defines the nr. of acceptor processes waiting
# to concurrently accept new connections
listener.nr_of_acceptors = 10
# used when clients of a particular listener should
# be isolated from clients connected to another
# listener.
listener.mountpoint = offThese are the only default parameters that are applied for all transports, and the only one that are of interest for plain TCP and WebSocket listeners.
These global defaults can be overridden for a specific transport protocol listener.tcp.CONFIG = VAL, or even for a specific listener listener.tcp.LISTENER.CONFIG = VAL. The placeholder LISTENER is freely chosen and is only used as a reference for further configuring this particular listener.
Normally, an MQTT broker hosts one single topic tree. This means that all topics are accessible to all publishers and subscribers (limited by the ACLs you configured, of course). Mountpoints are a way to host multiple topic trees in a single broker. They are completely separated and clients with different topic trees cannot publish messages to each other. This could be useful if you provide MQTT services to multiple separated use cases/verticals or clients, with a single broker. Note that mountpoints are configured via different listeners. As a consequence, the MQTT clients will have to connect to a specific port to connect to a specific topic space (mountpoint).
The mountpoints can be configured on the protocol level or configurred or overridden on the specific listener level.
listener.ssl.mountpoint = ssl-mountpoint
listener.tcp.listener1.mountpoint = tcp-listener1
listener.tcp.listener2.mountpoint = tcp-listener2Since VerneMQ 1.5.0 it is possible to configure which MQTT protocol versions as listener will accept.
VerneMQ supports MQTT 3.1, 3.1.1, and 5.0 (since VerneMQ 1.6.0). To allow these protocol versions, set:
listener.tcp.allowed_protocol_versions = 3,4,5Here 3,4,5 are the protocol level versions corresponding to MQTT 3.1, 3.1.1 and 5.0 respectively. The default value is 3,4 thus allowing MQTT 3.1 and 3.1.1, while MQTT 5.0 is disabled.
Listen on TCP port 1883 and for WebSocket Connections on port 8888:
listener.tcp.default = 127.0.0.1:1883
listener.ws.default = 127.0.0.1:8888An additional listener can be added by using a different name. In the example above the name equals to default and can be used for further configuring this particular listener. The following example demonstrates how an additional listener is defined as well as how the maximum number of connections can be limited for this listener:
listener.tcp.my_other = 127.0.0.1:18884
listener.tcp.my_other.max_connections = 100VerneMQ listeners can be configured to accept connections from a proxy server that supports the PROXY protocol. This enables VerneMQ to retrieve peer information such as source IP/Port but also PROXY Version 2 protocol TLS client certificate details if the proxy was used to terminate TLS.
To enable the PROXY protocol for tcp listeners use listener.tcp.proxy_protocol = on or for a specific listener use listener.tcp.LISTENER.proxy_protocol = on.
If client certificates are used you can set listener.tcp.proxy_protocol_use_cn_as_username = on which will overwrite the MQTT username set by the client with the common name from the client certificate before authentication and authorization is performed.
Accepting SSL connections on port 8883:
listener.ssl.cafile = /etc/ssl/cacerts.pem
listener.ssl.certfile = /etc/ssl/cert.pem
listener.ssl.keyfile = /etc/ssl/key.pem
listener.ssl.default = 127.0.0.1:8883If you want to use client certificates to authenticate your clients you have to set the following option:
listener.ssl.require_certificate = onIf you use client certificates and want to use the certificates CN value as a username you can set:
listener.ssl.use_identity_as_username = onBoth options require_certificate and use_identity_as_username default to off.
The same configuration options can be used for securing WebSocket connections, just use wss as the protocol identifier e.g. listener.wss.require_certificate.
You can dynamically re-configure most of VerneMQ's settings on a running node by using the vmq-admin set command.
The following config values can be handled dynamically:
allow_anonymous
topic_alias_max_broker
receive_max_broker
vmq_acl.acl_file
graphite_host
vmq_acl.acl_reload_interval
graphite_enabled
queue_type
suppress_lwt_on_session_takeover
max_message_size
vmq_passwd.password_file
graphite_port
max_client_id_size
upgrade_outgoing_qos
max_message_rate
graphite_interval
allow_multiple_sessions
systree_enabled
max_last_will_delay
retry_interval
receive_max_client
max_offline_messages
max_online_messages
max_inflight_messages
allow_register_during_netsplit
vmq_passwd.password_reload_interval
topic_alias_max_client
systree_interval
allow_publish_during_netsplit
coordinate_registrations
remote_enqueue_timeout
persistent_client_expiration
allow_unsubscribe_during_netsplit
graphite_include_labels
shared_subscription_policy
queue_deliver_mode
allow_subscribe_during_netsplitSettings dynamically configured with the vmq-admin set command will be reset by vernemq.conf upon broker restart.
Let's change the max_client_id_size as an example. (We might have noticed that some clients can't login because their client ID is too long, but we don't want to restart the broker for that). Note that you can also set multiple values with the same command.
vmq-admin set max_client_id_size=45vmq-admin set max_client_id_size=45 [email protected]vmq-admin set max_client_id_size=45 --allYou can show one or multiple values in a simple table:
vmq-admin show max_client_id_size retry_interval+----------------------+------------------+--------------+
| node |max_client_id_size|retry_interval|
+----------------------+------------------+--------------+
|[email protected]| 28 | 20 |
+----------------------+------------------+--------------+
`vmq-admin show max_client_id_size retry_interval --node [email protected]vmq-admin show max_client_id_size retry_interval --all+----------------------+------------------+--------------+
| node |max_client_id_size|retry_interval|
+----------------------+------------------+--------------+
|[email protected]| 33 | 20 |
|[email protected]| 33 | 20 |
|[email protected]| 33 | 20 |
|[email protected]| 33 | 20 |
|[email protected]| 28 | 20 |
+----------------------+------------------+--------------+This section elaborates how a VerneMQ cluster deals with network partitions (aka. netsplit or split brain situation). A netsplit is mostly the result of a failure of one or more network devices resulting in a cluster where nodes can no longer reach each other.
VerneMQ is able to detect a network partition, and by default it will stop serving CONNECT, PUBLISH, SUBSCRIBE, and UNSUBSCRIBE requests. A properly implemented client will always resend unacked commands and messages are therefore not lost (QoS 0 publishes will be lost). However, the time window between the network partition and the time VerneMQ detects the partition much can happen. Moreover, this time frame will be different on every participating cluster node. In this guide we're referring to this time frame as the Window of Uncertainty.
VerneMQ follows an eventually consistent model for storing and replicating the subscription data. This also includes retained messages.
Due to the eventually consistent data model it is possible that during the Window of Uncertainty a publish won't take into account a subscription made on a remote node (in another partition). Obviously, VerneMQ can't deliver the message in this case. The same holds for delivering retained messages to remote subscribers.
last will messages that are triggered during the Window of Uncertainty will be delivered to the reachable subscribers. Currently during a netsplit, but after the Window of Uncertainty last will messages will be lost.
Normally, client registration is synchronized using an elected leader node for the given client id. Such a synchronization removes the race condition between multiple clients trying to connect with the same client id on different nodes. However, during the Window of Uncertainty it is currently possible that VerneMQ fails to disconnect a client connected to a different node. Although this scenario sounds like artificially crafted it is possible to end up with duplicate clients connected to the cluster.
As soon as the partition is healed, and connectivity reestablished, the VerneMQ nodes replicate the latest changes made to the subscription data. This includes all the changes 'accidentally' made during the Window of Uncertainty. Using Dotted Version Vectors VerneMQ ensures that convergence regarding subscription data and retained messages is eventually reached.
shared_subscription_policy = prefer_localmosquitto_sub -h mqtt.example.io -p 1883 -q 2 -t \$share/group/topicname
mosquitto_sub -h mqtt.example.io -p 1883 -q 2 -t \$share/group/topicname/#mosquitto_pub -h mqtt.example.io -p 1883 -t topicname -m "This is a test message"
mosquitto_pub -h mqtt.example.io -p 1883 -t topicname/group1 -m "This is a test message"VerneMQ can be easily clustered. Clients can then connect to any cluster node and receive messages from any other cluster nodes. However, the MQTT specification gives certain guarantees that are hard to fulfill in a distributed environment, especially when network partitions occur. We'll discuss the way VerneMQ deals with network partitions in its
Set the Cookie! All cluster nodes need to be configured to use the same Cookie value. It can be set in the vernemq.conf with the distributed_cookie setting. Set the Cookie to a private value for security reasons!
Before you go ahead and experience the full power of clustering VerneMQ, be aware of its stateful character. An MQTT broker is a stateful application and a VerneMQ cluster is a stateful cluster.
What does this mean in detail? It means that clustered VerneMQ nodes will share information about connected clients and sessions but also meta-information about the cluster itself.
For instance, if you stop a cluster node, the VerneMQ cluster will not just forget about it. It will know that there's a node missing and it will keep looking for it. It will know there's a netsplit situation and it will heal the partition when the node comes back up. But if the missing nodes never comes back there's an eternal netsplit. (still resolvable by making the missing nodes explicitly leave).
This doesn't mean that a VerneMQ cluster cannot dynamically grow and shrink. But it means you have to tell the cluster what you intend to do, by using join and leave commands.
If you want a cluster node to leave the cluster, well... use the vmq-admin cluster leave command. If you want a node to join a cluster, well... use the vmq-admin cluster join command.
Makes sense? Go ahead and create your first VerneMQ cluster!
A cluster leave will actually do a lot more work, and gives you some options to choose. The node leaving the cluster will go to great length trying to migrate its existing queues to other nodes. As queues (online or offline) are live processes in a VerneMQ node, it will only exit after it has migrated them.
Let's look at the steps in detail:
vmq-admin cluster leave node=<NodeThatShouldGo>
This first step will only stop the MQTT Listeners of the node to ensure that no new connections are accepted. It will not interrupt the existing connections, and behind the scenes the node will not leave the cluster yet. Existing clients are still able to publish and receive messages at this point.
The idea is to give a grace period with the hope that existing clients might re-connect (to another node). If you have decided that this period is over (after 5 minutes or 1 day is up to you), you proceed with step 2: disconnecting the rest of the clients.
vmq-admin cluster leave node=<NodeThatShouldGo> -k
The -k flag will delete the MQTT Listeners of the leaving node, taking down all live connections. If this is what you want from the beginning, you can do this right away as a first step.
Now, queue migration is triggered by clients re-connecting to other nodes. They will claim their queue and it will get migrated. Still, there might be some offline queues remaining on the leaving node, because they were pre-existing or because some clients do not re-connect and do not reclaim their queues.
VerneMQ will throw an exception if there are remaining offline queues after a configurable timeout. The default is 60 seconds, but you can set it as an option to the cluster leave command. As soon as the exception shows in console or console.log, you can actually retry the cluster leave command (including setting a migration timeout (-t), and an interval in seconds (-i) indicating how often information on the migration progress should be printed to the console.log):
vmq-admin cluster leave node=<NodeThatShouldGo> -k -i 5 -t 120
After this timeout VerneMQ will forcefully migrate the remaining offline queues to other cluster nodes in a round robin manner. After doing that, it will stop the leaving VerneMQ node.
So, case A was the happy case. You left the cluster with your node in a controlled manner, and everything worked, including a complete queue (and message) transfer to other nodes.
Let's look at the second possibility where the node is already down. Your cluster is still counting on it though and possibly blocking new subscription for that reason, so you want to make the node leave.
To do this, use the same command(s) as in the first case. There is one important consequence to note: by making a stopped node leave, you basically throw away persistant queue content, as VerneMQ won't be able to migrate or deliver it.
Let's repeat that to make sure:
Case B: Currently the persisted QoS 1 & QoS 2 messages aren't replicated to the other nodes by the default message store backend. Currently you will lose the offline messages stored on the leaving node.
VerneMQ is implemented in Erlang OTP and therefore runs on top of the Erlang VM. For this reason plugins have to be developed in a programming language that runs on the Erlang VM. The most popular choice is obviously the Erlang programming language itself, but Elixir or Lisp flavoured Erlang LFE could be used too.
Be aware that in VerneMQ a plugin does NOT run in a sandboxed environment and misbehaviour could seriously harm the system (e.g. performance degradation, reduced availability as well as consistency, and message loss). Get in touch with us in case you require a review of your plugin.
This guide explains the different flows that expose different hooks to be used for custom plugins. It also describes the code structure a plugin must comply to in order to be successfully loaded and started by the VerneMQ plugin mechanism.
All the hooks that are currently exposed fall into one of three categories.
Hooks that allow you to change the protocol flow. An example could be to authenticate a client using the auth_on_register hook.
Hooks that inform you about a certain action, that could be used for example to implement a custom logging or audit plugin.
Hooks that are called given a certain condition
Notice that some hooks come in two variants, for example the auth_on_register and then auth_on_register_m5 hooks. The _m5 postfix refers to the fact that this hook is only invoked in an MQTT 5.0 session context whereas the other is invoked in a MQTT 3.1/3.1.1 session context.
Before going into the details, let's give a quick intro to the VerneMQ plugin system.
The VerneMQ plugin system allows you to load, unload, start and stop plugins during runtime, and you can even upgrade a plugin during runtime. To make this work it is required that the plugin is an OTP application and strictly follows the rules of implementing the Erlang OTP application behaviour. It is recommended to use the rebar3 toolchain to compile the plugin. VerneMQ comes with built-in support for the directory structure used by rebar3.
Every plugin has to describe the hooks it is implementing as part of its application environment file. The vmq_acl plugin for instance comes with the application environment file below:
Lines 6 to 10 instruct the plugin system to ensure that those dependent applications are loaded and started. If you're using third party dependencies make sure that they are available in compiled form and part of the plugin load path. Lines 16 to 20 allow the plugin system to compile the plugin rules. Yes, you've heard correctly. The rules are compiled into Erlang VM code to make sure the lookup and execution of plugin code is as fast as possible. Some hooks exist which are used internally such as the change_config/1, we'll describe those at some other point.
The environment value for vmq_plugin_hooks is a list of hooks. A hook is specified by {Module, Function, Arity, Options}.
To streamline the plugin development we provide a different Erlang behaviour for every hook a plugin implements. Those behaviours are part of the vernemq_dev library application, which you should add as a dependency to your plugin. vernemq_dev also comes with a header file that contains all the type definitions used by the hooks.
It is possible to have multiple plugins serving the same hook. Depending on the hook the plugin chain is used differently. The most elaborate chains can be found for the hooks that deal with authentication and authorization flows. We also call them conditional chains as a plugin can give control away to the next plugin in the chain. The image show a sample plugin chain for the auth_on_register hook.
Most hooks don't require conditions and are mainly used as event handlers. In this case all plugins in a chain are called. An example for such a hook would be the on_register hook.
A rather specific case is the need to call only one plugin instead of iterating through the whole chain. VerneMQ uses such hooks for it's pluggable message storage system.
Unless you're implementing your custom message storage backend, you probably won't need this style of hook.
The plugin mechanism uses the application environment file to infer the applications that it has to load and start prior to starting the plugin itself. It internally uses the application:ensure_all_started/1 function call to start the plugin. If your setup is more complex you could override this behaviour by implementing a custom start/0 function inside a module that's named after your plugin.
The plugin mechanism uses application:stop/1 to stop and unload the plugin. This won't stop the dependent application started at startup. If you rely on third party applications that aren't started as part of the VerneMQ release, e.g. a database driver, you can implement a custom stop/0 function inside a module that's named after your plugin and properly stop the driver there.
The vmq_types.hrl exposes all the type specs used by the hooks. The following types are used by the plugin system:
vmq-admin cluster join discovery-node=<OtherClusterNode>vmq-admin cluster leave node=<NodeThatShouldGo> (only the first step!)vmq-admin cluster show
Bridges are a non-standard way, although kind of a de-facto standard among MQTT broker implementations, to connect two different MQTT brokers to eachother. This allows for example that a topic tree of a remote broker becomes part of the topic tree on the local broker. VerneMQ supports plain TCP connections as well as SSL connections.
in VerneMQ the bridge is distributed with VerneMQ as a plugin and is not enabled by default. After configuring the bridge as described below, make sure to enable the plugin by setting:
plugins.vmq_bridge = onSee Managing plugins for more information on working with plugins.
When the plugin is enabled a simple status interface is available:
$ vmq-admin bridge show
+-----------------+-----------+----------+-------------------+
| endpoint |buffer size|buffer max|buffer dropped msgs|
+-----------------+-----------+----------+-------------------+
|192.168.1.10:1883| 0 | 0 | 0 |
+-----------------+-----------+----------+-------------------+Setup a bridge to a remote broker:
vmq_bridge.tcp.br0 = 192.168.1.12:1883Different connection parameters can be set:
# use a clean session (defaults to 'off')
vmq_bridge.tcp.br0.cleansession = off | on
# set the client id (defaults to 'auto', which generates one)
vmq_bridge.tcp.br0.client_id = auto | my_bridge_client_id
# set keepalive interval (defaults to 60 seconds)
vmq_bridge.tcp.br0.keepalive_interval = 60
# set the username and password for the bridge connection
vmq_bridge.tcp.br0.username = my_bridge_user
vmq_bridge.tcp.br0.password = my_bridge_pwd
# set the restart timeout (defaults to 10 seconds)
vmq_bridge.tcp.br0.restart_timeout = 10
# VerneMQ indicates other brokers that the connection
# is established by a bridge instead of a normal client.
# This can be turned off if needed:
vmq_bridge.tcp.br0.try_private = off
# Set the maximum number of outgoing messages the bridge will buffer
# while not connected to the remote broker. Messages published while
# the buffer is full are dropped. A value of 0 means buffering is
# disabled.
vmq_bridge.tcp.br0.max_outgoing_buffered_messages = 100Define the topics the bridge should incorporate in its local topic tree (by subscribing to the remote), or the topics it should export to the remote broker (by publishing to the remote). We share a similar configuration syntax to that used by the Mosquitto broker:
topic [[[ out | in | both ] qos-level] local-prefix remote-prefix]
topicdefines a topic pattern that is shared between the two brokers. Any topics matching the pattern (which may include wildcards) are shared. The second parameter defines the direction that the messages will be shared in, so it is possible to import messages from a remote broker usingin, export messages to a remote broker usingoutor share messages inbothdirections. If this parameter is not defined, VerneMQ defaults toout. The QoS level defines the publish/subscribe QoS level used for this topic and defaults to0. (Source: mosquitto.conf)
The local-prefix and remote-prefix can be used to prefix incoming or outgoing publish messages.
Currently the # wildcard is treated as a comment from the configuration parser, please use * instead.
A simple example:
# share messages in both directions and use QoS 1
vmq_bridge.tcp.br0.topic.1 = /demo/+ both 1
# import the $SYS tree of the remote broker and
# prefix it with the string 'remote'
vmq_bridge.tcp.br0.topic.2 = $SYS/* in remoteSSL bridges support the same configuration parameters as TCP bridges, but need further instructions for handling the SSL specifics:
# define the CA certificate file or the path to the
# installed CA certificates
vmq_bridge.ssl.br0.cafile = cafile.crt
#or
vmq_bridge.ssl.br0.capath = /path/to/cacerts
# if the remote broker requires client certificate authentication
vmq_bridge.ssl.br0.certfile = /path/to/certfile.pem
# and the keyfile
vmq_bridge.ssl.br0.keyfile = /path/to/keyfile
# disable the verification of the remote certificate (defaults to 'off')
vmq_bridge.ssl.br0.insecure = off
# set the used tls version (defaults to 'tlsv1.2')
vmq_bridge.ssl.br0.tls_version = tlsv1.2Welcome to the VerneMQ documentation! This is a reference guide for most of the available features and options of VerneMQ. The Getting Started guide might be a good entry point.
For a more general overview on VerneMQ and MQTT, you might want to start with the introduction.
For downloading VerneMQ see Downloads.
{application, vmq_acl,
[
{description, "Simple File based ACL for VerneMQ"},
{vsn, git},
{registered, []},
{applications, [
kernel,
stdlib,
clique
]},
{mod, { vmq_acl_app, []}},
{env, [
{file, "priv/test.acl"},
{interval, 10},
{vmq_config_enabled, true},
{vmq_plugin_hooks, [
{vmq_acl, change_config, 1, [internal]},
{vmq_acl, auth_on_publish, 6, []},
{vmq_acl, auth_on_subscribe, 3, []}
]}
]}
]}.-type peer() :: {inet:ip_address(), inet:port_number()}.
-type username() :: binary() | undefined.
-type password() :: binary() | undefined.
-type client_id() :: binary().
-type mountpoint() :: string().
-type subscriber_id() :: {mountpoint(), client_id()}.
-type reg_view() :: atom().
-type topic() :: [binary()].
-type qos() :: 0 | 1 | 2.
-type routing_key() :: [binary()].
-type payload() :: binary().
-type flag() :: boolean().This describes a quick way to create a VerneMQ cluster on developer's machines
Sometimes you want to have a quick way to test a cluster on your development machine as a VerneMQ developer.
You need to take care of a couple things if you want to run multiple VerneMQ instances on the same machine. There is a make option that let's you build multiple releases, as a commodity, taking care of all the configuration.
First, build a normal release (this is just needed the first time) with:
➜ default git:(master) ✗ make rel
The following command will then prepare 3 correctly configured vernemq.conf files, with different ports for the MQTT listeners etc. It will also build 3 full VerneMQ releases.
➜ default git:(master) ✗ make dev1 dev2 dev3
Check if you have the 3 new releases in the _build directory of your VerneMQ code repo.
You can then start the respective broker instances in 3 terminal windows, by using the respective commands and directory paths. Example:
➜ (_build/dev2/rel/vernemq/bin) ✗ vernemq console
The MQTT listeners will of course be configured differently for each node (the default 1883 port is not used, so that you can still run a default MQTT broker besides your dev nodes). A couple of other ports are also adapted (HTTP status page, cluster communication). The MQTT ports are automically configured in increasing steps of 50: (if in doubt, consult the respective vernemq.conf files)
Note that the dev nodes are not automatically clustered. You still need to manually cluster them with commands like the following:
➜ (_build/dev2/rel/vernemq/bin) ✗ vmq-admin cluster join [email protected]
Node
MQTT listener port
10053
10103
10153
...
...
VerneMQ comes with a simple file-based password authentication mechanism which is enabled by default. If you don't need this it can be disabled by setting:
plugins.vmq_passwd = offPer default VerneMQ doesn't accept any client that hasn't been configured using vmq-passwd. If you want to change this and accept any client connection you can set:
allow_anonymous = onIn a production setup we recommend to use the provided password based authentication mechanism or implement your own authentication plugins.
VerneMQ periodically checks the specified password file.
vmq_passwd.password_file = /etc/vernemq/vmq.passwdThe check interval defaults to 10 seconds and can also be defined in the vernemq.conf.
vmq_passwd.password_reload_interval = 10Setting the password_reload_interval = 0 disables automatic reloading.
vmq-passwd is a tool for managing password files for the VerneMQ broker. Usernames must not contain ":", passwords are stored in similar format to crypt(3).
How to use vmq-passwd
vmq-passwd [-c | -D] passwordfile username
vmq-passwd -U passwordfileOptions
-c
Creates a new password file. If the file already exists, it will be overwritten.
-D
Deletes the specified user from the password file.
-U
This option can be used to upgrade/convert a password file with plain text passwords into one using hashed passwords. It will modify the specified file. It does not detect whether passwords are already hashed, so using it on a password file that already contains hashed passwords will generate new hashes based on the old hashes and render the password file unusable. Note, with this option neither usernames or passwords may contain
":".
passwordfile
The password file to modify.
username
The username to add/update/delete.
Examples
Add a user to a new password file: (you can choose an arbitrary name for the password file, it only has to match the configuration in the VerneMQ configuration file).
vmq-passwd -c /etc/vernemq/vmq.passwd henryDelete a user from a password file
vmq-passwd -D /etc/vernemq/vmq.passwd henryAcknowledgements
The original version of vmq-passwd was developed by Roger Light ([email protected]).
vmq-passwd includes :
software developed by the [OpenSSL
Project](http://www.openssl.org/) for use in the OpenSSL Toolkit.
cryptographic software written by Eric Young
software written by Tim Hudson ([email protected])
VerneMQ comes with a simple ACL based authorization mechanism which is enabled by default. If you don't need this it can be disabled by setting:
plugins.vmq_acl = offVerneMQ periodically checks the specified ACL file.
vmq_acl.acl_file = /etc/vernemq/vmq.aclThe check interval defaults to 10 seconds and can also be defined in the vernemq.conf.
vmq_acl.acl_reload_interval = 10Setting the acl_reload_interval = 0 disables automatic reloading.
Topic access is added with lines of the format:
topic [read|write] <topic>The access type is controlled using read or write. If not provided then read and write access is granted for the topic. The topic can use the MQTT subscription wildcards + or #.
The first set of topics are applied to all anonymous clients (assuming allow_anonymous = on). User specific ACLs are added after a user line as follows (this is the username not the client id):
user <username>It is also possible to define ACLs based on pattern substitution within the topic. The form is the same as for the topic keyword, but using pattern as the keyword.
pattern [read|write] <topic>The patterns available for substitution are:
%cto match the client id of the client
%uto match the username of the client
The substitution pattern must be the only text for that level of hierarchy. Pattern ACLs apply to all users even if the user keyword has previously been given.
Example:
pattern write sensor/%u/dataVerneMQ currently doesn't cancel active subscriptions in case the ACL file revokes access for a topic.
# ACL for anonymous clients
topic bar
topic write foo
topic read open_to_all
# ACL for user 'john'
user john
topic foo
topic read baz
topic write open_to_allAnonymous users are allowed to
publish & subscribe to topic bar.
publish to topic foo.
subscribe to topic open_to_all.
User john is allowed to
publish & subscribe to topic foo.
subscribe to topic baz.
publish to topic open_to_all.
Everything you need to know to work with the VerneMQ HTTP administration interface
The VerneMQ HTTP API is enabled by default and installs an HTTP handler on http://localhost:8888/api/v1. To read more about configuring the HTTP listener, see HTTP Listener Configuration. You can configure a HTTP listener, or a HTTPS listener to serve the HTTP API v1.
The VerneMQ HTTP API uses basic authentication where an API key is passed as the username and the password is left empty. So the first step to us the HTTP API is to create an API key:
$ vmq-admin api-key create
JxctXkZ1OTVnlwvguSCE9KtujacMkOLFThe key is persisted and available on all cluster nodes.
To list existing keys do:
$ vmq-admin api-key show
+--------------------------------+
| Key |
+--------------------------------+
|JxctXkZ1OTVnlwvguSCE9KtujacMkOLF|
+--------------------------------+To add an API key of your own choosing, do:
vmq-admin api-key add key=mykeyTo delete an API key do:
vmq-admin api-key delete key=JxctXkZ1OTVnlwvguSCE9KtujacMkOLFThe VerneMQ HTTP API is a wrapper over the vmq-admin CLI tool, and anything that can be done using vmq-admin can be done using the HTTP API. Note that the HTTP API is therefore subject to any changes made to the vmq-admin tools and their flags & options structure. All requests are performed doing a HTTP GET and if no errors occurred an HTTP 200 OK code is returned with a possible non-empty JSON payload.
The API is using basic auth where the API key is passed as the username. An example using curl would look like this:
curl "http://JxctXkZ1OTVnlwvguSCE9KtujacMkOLF@localhost:8888/api/v1/session/show"The mapping between vmq-admin and the HTTP API is straightforward, and if one is already familiar with how the vmq-admin tool works, working with the API should be easy. The mapping works such that the command part of a vmq-admin invocation is turned into a path, and the options and flags are turned into the query string.
A mandatory parameter like the client-id in the vmq-admin session disconnect client-id=myclient command should be translated as: ?client-id=myclient.
An optional flag like --cleanup in the vmq-admin session disconnect client-id=myclient --cleanup command should be translated as: &--cleanup
Let's look at the cluster join command as an example, which looks like this:
vmq-admin cluster join [email protected]This turns into a GET request:
GET /api/v1/cluster/[email protected]To test, run it with curl:
curl "http://JxctXkZ1OTVnlwvguSCE9KtujacMkOLF@localhost:8888/api/v1/cluster/[email protected]"And the returned response would look like:
{
"text": "Done",
"type": "text"
}Below are some other examples.
Request:
GET /api/v1/cluster/showCurl:
curl "http://JxctXkZ1OTVnlwvguSCE9KtujacMkOLF@localhost:8888/api/v1/cluster/show"Response:
{
"type" : "table",
"table" : [
{
"Running" : true,
"Node" : "[email protected]"
}
]
}Request:
GET /api/v1/session/showCurl:
curl "http://JxctXkZ1OTVnlwvguSCE9KtujacMkOLF@localhost:8888/api/v1/session/show"Response:
{
"type" : "table",
"table" : [
{
"user" : "client1",
"peer_port" : 50402,
"is_online" : true,
"mountpoint" : "",
"client_id" : "mosq/qJpvoqe1PA4lBN1e4E",
"peer_host" : "127.0.0.1"
},
{
"user" : "client2",
"is_online" : true,
"peer_port" : 50406,
"peer_host" : "127.0.0.1",
"client_id" : "mosq/tikkXdlM28PaznBv2T",
"mountpoint" : ""
}
]
}
Request:
GET /api/v1/listener/showCurl:
curl "http://JxctXkZ1OTVnlwvguSCE9KtujacMkOLF@localhost:8888/api/v1/listener/show"Response:
{
"type" : "table",
"table" : [
{
"max_conns" : 10000,
"port" : "8888",
"mountpoint" : "",
"ip" : "127.0.0.1",
"type" : "http",
"status" : "running"
},
{
"status" : "running",
"max_conns" : 10000,
"port" : "44053",
"mountpoint" : "",
"ip" : "0.0.0.0",
"type" : "vmq"
},
{
"max_conns" : 10000,
"port" : "1883",
"mountpoint" : "",
"ip" : "127.0.0.1",
"type" : "mqtt",
"status" : "running"
}
]
}Request:
GET /api/v1/plugin/showCurl:
curl "http://JxctXkZ1OTVnlwvguSCE9KtujacMkOLF@localhost:8888/api/v1/plugin/show"Response:
{
"type" : "table",
"table" : [
{
"Hook(s)" : "auth_on_register\n",
"Plugin" : "vmq_passwd",
"M:F/A" : "vmq_passwd:auth_on_register/5\n",
"Type" : "application"
},
{
"Type" : "application",
"M:F/A" : "vmq_acl:auth_on_publish/6\nvmq_acl:auth_on_subscribe/3\n",
"Plugin" : "vmq_acl",
"Hook(s)" : "auth_on_publish\nauth_on_subscribe\n"
}
]
}Request:
GET /api/v1/set?allow_publish_during_netsplit=onCurl:
curl "http://JxctXkZ1OTVnlwvguSCE9KtujacMkOLF@localhost:8888/api/v1/set?allow_publish_during_netsplit=on"Response:
[]Request:
GET /api/v1/session/disconnect?client-id=myclient&--cleanupCurl:
curl "http://JxctXkZ1OTVnlwvguSCE9KtujacMkOLF@localhost:8888/api/v1/session/disconnect?client-id=myclient&--cleanup"Response:
[]A quick and simple guide to get started with VerneMQ
VerneMQ is a high-performance, distributed MQTT message broker. It scales horizontally and vertically on commodity hardware to support a high number of concurrent publishers and consumers while maintaining low latency and fault tolerance. To use it, all you need to do is install the VerneMQ package.
Choose your OS and follow the instructions:
It is also possible to run VerneMQ using our Docker image:
To start a VerneMQ broker, use the vernemq start command in your Shell:
vernemq startA successful start will return no output. If there is a problem starting the broker, an error message is printed to STDERR.
To run VerneMQ with an attached interactive Erlang console:
vernemq consoleA VerneMQ broker is typically started in console mode for debugging or troubleshooting purposes. Note that if you start VerneMQ in this manner, it is running as a foreground process that will exit when the console is closed.
You can close the console by issuing this command at the Erlang prompt:
q().Once your broker has started, you can initially check that it is running with the vernemq ping command:
vernemq pingThe command will respond with pong if the broker is running or Node <NodeName> not responding to pings in case it’s not.
As you may have noticed, VerneMQ will warn you at startup when your system’s open files limit (ulimit -n) is too low. You’re advised to increase the OS default open files limit when running VerneMQ. Read more about why and how in the Open Files Limit documentation.
In the following we describe how a typical VerneMQ deployment can look and some of the concerns one have to take into account when designing such a system.
A typical VerneMQ deployment could from a high level look like the following:
In this scenario MQTT clients connect from the internet and are authenticated and authorized against the Authentication Management Service and publish and receive messages, either with each other or with the Backend-Services which might be responsible for sending control messages to the clients or storing and forwarding messages to other systems or databases for later processing.
To build and deploy a system such as the above a lot of decisions has to be made. These can concern how to do authentication and authorization, where to do TLS termination, how the load balancer should be configured (if one is needed at all), what the MQTT architecture and topic trees should look and how and to what level the system can/should scale. To simplify the following discussion we'll set a few requirements:
Clients connecting from the internet are using TLS client certificates
The messaging pattern is largely fan-in: The clients continuously publish a lot of messages to a set of topics which have to be handled by the Backend-Services.
The client sessions are persistent, which means the broker will store QoS 1 & 2 messages routed to the clients while the clients are offline.
In the following we'll cover some of these options and concerns.
Often a load balancer is deployed between MQTT clients and the VerneMQ cluster. One of the main purposes of the load balancer is to ensure that client connections are distributed between the VerneMQ nodes so each node has the same amount of connections. Usually a load balancer provides different load balancing strategies for deciding how to select the node where it should route an incoming connection. Examples of these are random, source hashing (based on source IP) or even protocol-aware balancing based on for example the MQTT client-id. The last two are examples of sticky balancing or session affine strategies where a client will always be routed to the same cluster node as long as the source IP or client-id remains the same.
When using a load balancer the client is no longer directly connected to the VerneMQ nodes and therefore the peer port and IP-address VerneMQ sees is therefore not that of the client, but of the load balancer. The peer information is often important for logging reasons or if a plugin checks it up against a white/black list.
To solve this problem VerneMQ supports the v1 and v2 which is designed to transport connection information across proxies. See how to enable the proxy protocol for an MQTT listener. In case TLS is terminated at the load balancer and client certificates are used PROXY Protocol (v2) will also take care of forwarding TLS client certificate details.
Often if client certificates are used to verify and authenticate the clients. VerneMQ makes it possible to make the client certificate common name (CN) available for the authentication plugin system by overriding the MQTT username with the CN, before authentication is performed. If TLS is terminated at the load balancer then the PROXY Protocol would be used This works for both if TLS is terminated in a load balancer or if TLS is terminated directly in VerneMQ. In case TLS is terminated at the load balancer then the listener can be configured as follows to achieve this effect:
If TLS is terminated directly in VerneMQ the PROXY protocol isn't needed as the TLS client certificate is directly available in VerneMQ and the CN can be used to instead of the username by setting:
See the details in the section.
The actual authentication can then be handled by an authentication and authorization plugin like which supports , , , and as backends for storing credentials and ACL rules.
Another important aspect of running a VerneMQ is having proper monitoring and alerting in place. All the usual things should be monitored at the OS level such as memory and cpu usage and alerts should be put in place to actions can be taken if a disk is filling up or a VerneMQ node is starting to use too much CPU. VerneMQ exports a large number of metrics and depending on the use case these can be used as important indicators that the system is running
When designing a system like the one described here, there are a number of things to consider in order to get the best performance out of the available resources.
As mentioned earlier clients in this scenario are using persistent sessions. In VerneMQ a persistent session exists only on the VerneMQ node where the client connected. This implies that if the client using a persistent session later reconnects to another node, then the session, including any offline messages, will be moved to the new node. This has a certain overhead and can be avoided if the load balancer in front of VerneMQ is using a session affine load balancing strategy such as IP source hashing to assign the client connecting to a node. Of course this strategy isn't perfect if clients often change their IP addresses, but for most cases it is a huge improvement over a random load balancing strategy.
In many systems the MQTT clients provide a lot of data by periodically broadcasting data to the MQTT cluster. The amount of published messages can very easily become hard to manage for a single MQTT client. Further using normal MQTT subscriptions all subscribers would receive the same messages, so adding more subscribers to a topic doesn't help handling the amount of messages. To solve this VerneMQ implements a concept called which makes it possible to distribute MQTT messages published to a topic over several MQTT clients. In this specific scenario this would mean the Backend-Services would consist of a set of clients subscribing to cluster nodes using shared subscriptions.
To avoid expensive intra-node communication, VerneMQ shared subscriptions support a policy called local_only which means that messages being will be delivered to shared subscribers on the local node only and not forwarded to shared subscribers on other nodes in the cluster. With this policy messages for the backend-services can be delivered in the fastest and most expedient manner with the lowest overhead. See the documentation for more information.
Controlling TCP buffer sizes is important in ensuring optimal memory usage. The rule is that the more bandwith or the lower latency required, the larger the TCP buffer sizes should be. Many IoT communicate with a very low bandwith and as such the server side TCP buffer sizes for these does not need to be very large. On the other hand, in this scenario the consumers handling the fan-ins in the Bacend-Services will have many (thousands or tens of thousands of messages per second) and they can benefit from larger TCP buffer sizes. Read more about tuning TCP buffer sizes .
An important guideline in protecting a VerneMQ cluster from overload is to allow only what is necessary. This means having and enforcing sensible authentication and authorization rules as well as configuring conservatively so resources cannot be exhausted due to human error or MQTT clients that have turned mailicious. For example in VerneMQ it is possible to specify how many offline messages a persistent session can maximally hold via the max_offline_messages setting - and it should then be set to the lowest acceptable value which works for all clients and/or use a plugin which is able to override such settings on a per-client basis. The load balancer can also play an important role in protecting the system in that it can control the connect rates as well as imposing bandwith restrictions on clients.
Somehow a system like this has to be deployed. How to do this will not be covered here, bit it is certainly possible to deploy VerneMQ using tools like, or or use container solutions such as Kubernetes. For more information on how to deploy VerneMQ on Kubernetes check out our guide: .
You need to know about and configure a couple of Operating System and Erlang VM configs to operate VerneMQ efficiently. First, make sure you have set appropriate OS file limits according to our guide here. Second, when you run into performance problems, don't forget to check the settings in the vernemq.conf file. (Can't open more than 10k connections? Well, is the listener configured to open more than 10k?)
This is the number one topic to look at, if you need to keep an eye on RAM usage.
Context: All network I/O in Erlang uses an internal driver. This driver will allocate and handle an internal application side buffer for every TCP connection. The default size of these buffers will determine your overall RAM use in VerneMQ. The sndbuf and recbuf of the TCP socket will not count towards VerneMQ RAM, but will be used by the Linux Kernel.
VerneMQ calculates the buffer size from the OS level TCP send and receive buffers:
val(buffer) >= max(val(sndbuf),val(recbuf))
Those values correspond to net.ipv4.tcp_wmem and net.ipv4.tcp_rmem in your OS's sysctl configuration. One way to minimize RAM usage is therefore to configure those settings (Debian example):
sudo sysctl -w net.ipv4.tcp_rmem="4096 16384 32768"
sudo sysctl -w net.ipv4.tcp_wmem="4096 16384 32768"
# Nope, these values are not recommendations!
# You really need to decide yourself.This would result in a 32KB application buffer for every connection.
If your VerneMQ use case requires the use of different TCP buffer optimisations (per groups of clients for instance) you will have to make sure the that the Linux OS buffer configuration, namely net.ipv4.tcp_wmem and net.ipv4.tcp_rmemallows for this kind of flexibility, allowing for small TCP buffers and big TCP buffers at the same time.
Example 1 (from Linux OS config):
net.ipv4.tcp_rmem="4096 16384 32768"
net.ipv4.tcp_wmem="4096 16384 65536"Example 1 above would allow VerneMQ to allocate minimal TCP read and write buffers of 4KB in the Linux Kernel, a max read buffer of 32KB in the kernel, and a max write buffer of 65KB in the kernel. VerneMQ itself would set its own internal per connection buffer to 65KB in addition.