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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 start
A 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 console
A 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 ping
The 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.
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 here for more information.
Welcome to the VerneMQ documentation! This is a reference guide for most of the available features and options of VerneMQ. The might be a good entry point.
For a more general overview on VerneMQ and MQTT, you might want to start with the .
For downloading VerneMQ see .
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:
sudo yum install vernemq-<VERSION>.centos7.x86_64.rpm
or:
sudo rpm -Uvh vernemq-<VERSION>.centos7.x86_64.rpm
Once you've installed VerneMQ, start it on your node:
service vernemq start
You can verify that VerneMQ is successfully installed by running:
rpm -qa | grep vernemq
If VerneMQ has been installed successfully vernemq
is returned.
Now that you've installed VerneMQ, check out How to configure VerneMQ.
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:
sudo dpkg -i vernemq-<VERSION>.bionic.x86_64.deb
You can verify that VerneMQ is successfully installed by running:
dpkg -s vernemq | grep Status
If VerneMQ has been installed successfully Status: install ok installed
is returned.
Once you've installed VerneMQ, start it on your node:
service vernemq start
The whereis vernemq
command will give you a couple of directories:
whereis vernemq
vernemq: /usr/sbin/vernemq /usr/lib/vernemq /etc/vernemq /usr/share/vernemq
Path
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)
Now that you've installed VerneMQ, check out How to configure VerneMQ.
The 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.
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).
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:
The 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.
Attributions:
This section, "VerneMQ Inter-node Communication", is a derivative of Security and Firewalls by Riak, used under Creative Commons Attribution 3.0 Unported License.
How to setup and configure the HTTP listener.
The VerneMQ HTTP listener is used to serve various VerneMQ subsystems such as:
By default it runs on port 8888
. To disable the HTTP listener or change the port, adapt the configuration in vernemq.conf
:
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 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.
vmq-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=1000
vmq-admin listener stop address=192.168.1.50 port=1884
vmq-admin listener restart address=192.168.1.50 port=1884
vmq-admin listener delete address=192.168.1.50 port=1884
erlang.distribution.port_range.minimum = 6000
erlang.distribution.port_range.maximum = 7999
listener.vmq.clustering = 0.0.0.0:44053
leveldb.maximum_memory.percent = 20
listener.http.default = 127.0.0.1:8888
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 = off
Per 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 = on
In 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.passwd
The check interval defaults to 10 seconds and can also be defined in the vernemq.conf
.
vmq_passwd.password_reload_interval = 10
Setting 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 passwordfile
Options
-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 henry
Delete a user from a password file
vmq-passwd -D /etc/vernemq/vmq.passwd henry
Acknowledgements
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 = off
VerneMQ periodically checks the specified ACL file.
vmq_acl.acl_file = /etc/vernemq/vmq.acl
The check interval defaults to 10 seconds and can also be defined in the vernemq.conf
.
vmq_acl.acl_reload_interval = 10
Setting 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 an 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 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:
%c
to match the client id of the client
%u
to 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/data
VerneMQ 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 all
# ACL for user 'john'
user john
topic foo
topic read baz
topic write all
Anonymous users are allowed to
publish & subscribe to topic bar.
publish to topic foo.
subscribe to topic all.
User john is allowed to
publish & subscribe to topic foo.
subscribe to topic baz.
publish to topic all.
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:
listener.ws.default = 127.0.0.1:9001
listener.wss.default = 127.0.0.1:9002
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 Eclipse Paho client as well as MQTT.js
You won't be able to open WebSocket connections on a base URL, always add the /mqtt
path.
Inspecting the retained message store
To list the retained messages simply invoke vmq-admin retain show
:
$ 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 |
+------------------+----------------+
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:
$ vmq-admin retain show --payload --topic=some/topic
+---------+
| payload |
+---------+
|a-message|
+---------+
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:
$ vmq-admin retain show --payload a-message --topic
+-------------+
| topic |
+-------------+
| some/topic |
|another/topic|
+-------------+
See the full set of options and documentation by invoking vmq-admin retain show --help
.
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 = balance
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.
shared_subscription_policy = prefer_local
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
mosquitto_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/#
Publishing Note: When publishing to a shared topic, do not include the prefix $share/group/
as part of the publish topic name
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 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.
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:
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 and the auth_on_subscribe
hook in the behaviour available in the 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 and the on_subscribe_m5
hook in the behaviour available in the 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 and the on_unsubscribe_m5
hook in the behaviour available in the repo.
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.
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.
The behaviour during a netsplit is completely configurable via allow_register_during_netsplit
, allow_publish_during_netsplit
, allow_subscribe_during_netsplit
, and allow_unsubscribe_during_netsplit
. These options supersede the trade_consistency
option. In order to reach the same behaviour as trade_consistency = on
all the mentioned netsplit options have to set to on
.
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 VerneMQ ensures that convergence regarding subscription data and retained messages is eventually reached.
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.
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 .
max_client_id_size = 23
persistent_client_expiration = 1w
max_message_size = 0
rebar3 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 myplugin
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:
vmq-admin trace client client-id=<client-id>
See the available flags by calling vmq-admin trace client --help
.
A typical trace could look like the following:
$ 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 stopped
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.
The systree functionality is enabled by default and reports the broker metrics at a fixed interval defined in the vernemq.conf
. The metrics defined here are transformed to MQTT topics e.g. mqtt_publish_received
is transformed to $SYS/<nodename>/mqtt/publish/received
. <nodename>
is your node's name, as configured in the vernemq.conf
. To find it, you can grep the file for it: grep nodename vernemq.conf
The complete list of metrics can be found here.
systree_interval = 20000
This option defaults to 20000
milliseconds.
If the systree feature is not required it can be disabled in vernemq.conf
systree_enabled = off
The feature and the interval can be changed at runtime using the vmq-admin
script.
Usage: vmq-admin set = ... [[--node | -n] | --all]
Example: vmq-admin set systree_interval=60000 -n [email protected]
Examples:
mosquitto_sub -t '$SYS/<node-name>/#' -u <username> -P <password> -d
Description 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.
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
.
graphite_enabled = on
graphite_host = carbon.hostedgraphite.com
graphite_port = 2003
graphite_interval = 20000
graphite_api_key = YOUR-GRAPHITE-API-KEY
You can further tune the connection to the Graphite server:
# 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 = vernemq
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 = 20
This 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 = 20
Defaults 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 = 1000
Defaults 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 = 1000
Defaults 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.
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 show
Or with:
vmq-admin metrics show -d
Which 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 = 21184
Notice 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_sent
Are 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 = 0
All available labels can be show using vmq-admin metrics show --help
.
Where should VerneMQ emit the default console log messages (which are typically at info
severity):
log.console = off | file | console | both
VerneMQ defaults to log the console messages to a file, which can specified by:
log.console.file = /path/to/log/file
This 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 | error
VerneMQ log error messages by default. One can change the default behaviour by setting:
log.error = on | off
VerneMQ defaults to log the error messages to a file, which can specified by:
log.error.file = /path/to/log/file
This 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 | off
VerneMQ defaults to log the crash messages to a file, which can specified by:
log.crash.file = /path/to/log/file
This 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 = 64KB
VerneMQ 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 = $D0
The default number of rotated log files is 5 and can be set with the option:
log.crash.rotation.keep = 5
VerneMQ supports logging to SysLog, enable it by setting:
log.syslog = on
Logging to SysLog is disabled by default.
VerneMQ 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.
These 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.
Since 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:
Here 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:
An 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:
VerneMQ 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:
If you want to use client certificates to authenticate your clients you have to set the following option:
If you use client certificates and want to use the certificates CN value as a username you can set:
Both 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
.
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 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.
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:
The command above displays all the enabled plugins together with the hooks they implement:
This 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
.
To 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:
And if the plugin is external the path can be specified like this:
Plugin specific settings can be configured via myplugin.somesetting = value
, like:
See the vernemq.conf
file for details.
# 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 = off
listener.ssl.mountpoint = ssl-mountpoint
listener.tcp.listener1.mountpoint = tcp-listener1
listener.tcp.listener2.mountpoint = tcp-listener2
listener.tcp.allowed_protocol_versions = 3,4,5
listener.tcp.default = 127.0.0.1:1883
listener.ws.default = 127.0.0.1:8888
listener.tcp.my_other = 127.0.0.1:18884
listener.tcp.my_other.max_connections = 100
listener.ssl.cafile = /etc/ssl/cacerts.pem
listener.ssl.certfile = /etc/ssl/cert.pem
listener.ssl.keyfile = /etc/ssl/key.pem
listener.ssl.default = 127.0.0.1:8883
listener.ssl.require_certificate = on
listener.ssl.use_identity_as_username = on
vmq-admin plugin show
+-----------+-----------+-----------------+-----------------------------+
| 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_acl
vmq-admin plugin disable --name=vmq_acl
plugins.vmq_passwd = on
plugins.myplugin = on
plugins.myplugin.path = /path/to/plugin
vmq_passwd.password_file = ./etc/vmq.passwd
vmq-admin cluster join discovery-node=<OtherClusterNode>
vmq-admin cluster leave node=<NodeThatShouldGo> (only the first step!)
vmq-admin cluster show
Inspecting and managing MQTT sessions
VerneMQ comes with powerful tools for inspecting the state of MQTT sessions. To list current MQTT sessions simply invoke vmq-admin session show
:
$ vmq-admin session show
+---------+---------+----------+---------+---------+---------+
|client_id|is_online|mountpoint|peer_host|peer_port| user |
+---------+---------+----------+---------+---------+---------+
| client2 | true | |127.0.0.1| 37098 |undefined|
| client1 | true | |127.0.0.1| 37094 |undefined|
+---------+---------+----------+---------+---------+---------+
To see detailed information about the command see vmq-admin session show --help
.
The command is able to show a lot of different information about a client, for example the client id, the peer host and port if the client is online or offline and much more, see vmq-admin session show --help
for details. Further the information can also be used to filter information which is very helpful when wanting to narrow down the information to a single client.
A sample query which lists only the node where the client session exists and if the client is online would look like the following:
$ vmq-admin session show --node --is_online --client_id=client1
+---------+--------------+
|is_online| node |
+---------+--------------+
| true |[email protected]|
+---------+--------------+
Note, by default a maximum of 100 rows are returned from each node in the cluster. This is a mechanism to protect the cluster from overload as there can be millions of MQTT sessions and resulting rows. Use --limit=<RowLimit>
to override the default value.
Listing the clients and the subscriptions one can do the following:
$ vmq-admin session show --topic --client_id
+---------+----------------+
|client_id| topic |
+---------+----------------+
| client2 |some/other/topic|
| client1 |some/other/topic|
| client1 | some/topic |
+---------+----------------+
And to list only the clients subscribed to the topic some/topic
:
$ vmq-admin session show --topic --client_id --topic=some/topic
+---------+----------+
|client_id| topic |
+---------+----------+
| client1 |some/topic|
+---------+----------+
To figure out when the queue for a persisted session (clean_session=false) was created and when the client last connected one can use the --queue_started_at
and --session_started_at
to list the POSIX timestamps (in microseconds):
$ vmq-admin session show --client_id=client1 --queue_started_at --session_started_at
+----------------+------------------+
|queue_started_at|session_started_at|
+----------------+------------------+
| 1549379963575 | 1549379974905 |
+----------------+------------------+
Besides the examples above it is also possible to inspect the number of online or offline messages as well as their payloads and much more. See vmq-admin session show --help
for an exhaustive list of all the available options.
VerneMQ also supports disconnecting clients and reauthorizing client subscriptions. To disconnect a client and cleanup store messages and remove subscriptions one can invoke:
$ vmq-admin session disconnect client-id=client1 --cleanup
See vmq-admin session disconnect --help
for more options and details.
To reauthorize subscriptions for a client issue the following command:
$ vmq-admin session reauthorize username=username client-id=client1
Unchanged
This works by reapplying the logic in any installed auth_on_subscribe
or auth_on_subscribe_m5
plugin hooks to check the validity of the existing topics and removing those that are no longer allowed. In the example above the reauthorization of the client subscriptions resulted in no changes.
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 = on
See 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 = 192.168.1.12:1883
Different 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 = 100
Define 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]
topic
defines 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 usingout
or share messages inboth
directions. 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 remote
SSL 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 = tlsv1.2
You can loadtest VerneMQ with our vmq_mzbench tool. It is based on Machinezone's very powerful MZBench system and lets you narrow down what hardware specs are needed to meet your performance goals. You can state your requirements for latency percentiles (and much more) in a formal way, and let vmq_mzbench automatically fail, if it can't meet the requirements.
If you have an AWS account, vmq_mzbench can automagically provision worker nodes for you. You can also run it locally, of course.
Please follow the MZBench installation guide
Actually, you don't even have to install vmq_mzbench, if you don't want to. Your scenario file will automatically fetch vmq_mzbench for any test you do. vmq_mzbench runs every test independently, so it has a provisioning step for any test, even if you only run it on a local worker.
To install vmq_mzbench on your computer, go through the following steps:
git clone git://github.com/erlio/vmq_mzbench.git
cd vmq_mzbench
./rebar get-deps
./rebar compile
To provision your tests from this local repository, you'll have to tell the scenario scripts to use rsync. Add this to the scenario file:
{make_install, [
{rsync, "/path/to/your/installation/vmq_mzbench/"},
{exclude, "deps"}]},
If you'd just like the script itself fetch vmq_mzbench, then you can direct it to github:
{make_install, [
{git, "git://github.com/erlio/vmq_mzbench.git"}]},
You can familiarize yourself quickly with MZBench's guide on writing loadtest scenarios.
There's not much to learn, just make sure you understand how pools and loops work. Then you can add the vmq_mzbench statement functions to the mix and define actual loadtest scenarios.
Currently vmq_mzbench exposes the following statement functions for use in MQTT scenario files:
random_client_id(State, Meta, I)
: Create a random client Id of length I
fixed_client_id(State, Meta, Name, Id)
: Create a deterministic client Id with schema Name ++ "-" ++ Id
worker_id(State, Meta)
: Get the internal, sequential worker Id
client(State, Meta)
: Get the client Id you set yourself during connection setup with the option {t, client, "client"}
connect(State, Meta, ConnectOpts)
: Connect to the broker with the options given in ConnectOpts
disconnect(State, Meta)
: Disconnect normally
subscribe(State, Meta, Topic, QoS)
: Subscribe to Topic with Quality of Service QoS
unsubscribe(State, Meta, Topic)
: Unubscribe from Topic
publish(State, Meta, Topic, Payload, QoS)
: Publish a message with binary Payload to Topic with QoS
publish(State, Meta, Topic, Payload, QoS, RetainFlag)
: Publish a message with binary Payload to Topic with QoS and RetainFlag
It's easy to add more statement functions to the MQTT worker if needed, get in touch with us.
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 = balance
Specify how queues should process messages, either the fifo
or lifo
way. Default is fifo
.
queue_type = fifo
Specifies 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 = 2
Due 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 = 20
Specifies 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 = 1000
Allows 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 = 15000
On every VerneMQ node you'll find the vmq-admin
command line tool in the release's bin directory. It has different sub-commands that let you check for status, start and stop listeners, re-configure values and a couple of other administrative tasks.
vmq-admin
is a live re-configuration utility. Please note that all dynamically configured values will be reset by vernemq.conf upon broker restart.
Don't use this to wildly re-configure a production system without keeping track what you are doing. vmq-admin
gives you the flexibility to test stuff and react live, but please persistent any static configuration you need in the vernemq.conf file.
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
...
...
This guide describes how to deploy a VerneMQ cluster on Kubernetes
Kubernetes (K8s) is possibly the most mature technology for deploying Docker containers at scale. While running a single Docker container is supposed to be easy, running a Kubernetes cluster definitely isn't. That's why we recommended to work with a certified Kubernetes partner such as Amazon AWS EKS, Google Cloud GKE, Microsoft Azure AKS, or DigitalOcean.
If your applications already live in Docker containers and are deployed on Kubernetes it can be beneficial to also run VerneMQ on Kubernetes. This guide covers how to successfully deploy a VerneMQ cluster on Kubernetes. Multiple options exist to deploy a VerneMQ cluster at this point. This guide describes how to use the official Helm chart as well as the still experimental Kubernetes Operator.
For the sake of clarity, this guide defines the following terms:
Kubernetes Node: A single virtual or physical machine in a Kubernetes cluster.
Kubernetes Cluster: A group of nodes firewalled from the internet, that are the primary compute resources managed by Kubernetes.
Edge router: A router that enforces the firewall policy for your cluster. This could be a gateway managed by a cloud provider or a physical piece of hardware.
Cluster network: A set of links, logical or physical, that facilitate communication within a cluster according to the Kubernetes networking model.
Service: A Kubernetes Service that identifies a set of pods using label selectors. Unless mentioned otherwise, Services are assumed to have virtual IPs only routable within the cluster network
VerneMQ Cluster: A group of VerneMQ containers that are connected via the Erlang Distribution as well as the VerneMQ clustering mechanism.
Helm calls itself the package manager for Kubernetes. In Helm a package is called a chart. VerneMQ comes with such a Helm chart simplifying the initial setup tremendously. If you don't have setup Helm yet, please navigate through their quickstart guide.
Once Helm is properly setup just run the following command in your shell.
helm install vernemq/vernemq
This will deploy a single node VerneMQ cluster. Have a look at the possible configuration here.
A Kubernetes Operator is a method of packaging, deploying and managing a Kubernetes application. The VerneMQ Operator is basically just a Pod with the task to deploy a VerneMQ cluster given a so called Custom Resource Definition (CRD). The VerneMQ CRD aims that all required configuration can be made through the CRD and no further configuration should be required. The following command installs the operator along a two node VerneMQ cluster into the namespace messaging
curl -L https://codeload.github.com/vernemq/vmq-operator/zip/master --output repo.zip; \
unzip -j repo.zip '*/examples/only_vernemq/*' -d only_vernemq; \
kubectl apply -f only_vernemq
This will result in the following Pods:
kubectl get pods --namespace messaging
NAME READY STATUS RESTARTS AGE
vernemq-k8s-0 1/1 Running 0 53m
vernemq-k8s-1 1/1 Running 0 4m14s
vernemq-k8s-deployment-59f5684549-s7jd4 1/1 Running 0 2d17h
vmq-operator-76f5f78f96-2jbwt 1/1 Running 0 4m28s
And the following cluster status:
kubectl exec vernemq-k8s-0 vmq-admin cluster show --namespace messaging
+-----------------------------------------------------------------+-------+
| Node |Running|
+-----------------------------------------------------------------+-------+
|vmq@vernemq-k8s-0.vernemq-k8s-service.messaging.svc.cluster.local| true |
|vmq@vernemq-k8s-1.vernemq-k8s-service.messaging.svc.cluster.local| true |
+-----------------------------------------------------------------+-------+
In a VerneMQ cluster it doesn't matter to which node a MQTT client connects, subscribes or publishes. A VerneMQ cluster looks like one big MQTT broker to the outside. While this is the main idea of VerneMQ it comes with a cost, namely the data replication/synchronization overhead when 'persistent' clients hop from one pod to the other. As a consequence, we recommend to intelligently choose how to load balance your MQTT clients.
Load balancing in Kubernetes is configured via the Service object. Multiple service types exist:
The ClusterIP type is the default and only permits access from within the Kubernetes cluster. Other pods in the Kubernetes cluster can access VerneMQ via ClusterIP:Port
. The underlying balancing strategy is based on the settings of kube-proxy. Also this type requires that one terminates TLS either in VerneMQ directly or via a different Pod e.g. HAproxy.
The NodePort type uses ClusterIP under the hood but allocates a Port on every Kubernetes node and routes incoming traffic from NodeIP:NodePort
to the ClusterIP:Port
. Like with ClusterIP this type requires that one terminates TLS either in VerneMQ directly or via a different Pod e.g. HAproxy.
The Loadbalancer type uses an external load balancer provided by the cloud provider. In fact this Service type only provides the glue code required to interact with the Loadbalancing services from different cloud providers. If you're running a bare-metal Kubernetes cluster you won't be able to use this Service type, unless you deploy a Kubernetes aware network loadbalancer yourself. Check out MetalLB, which provides a network loadbalancer for bare-metal Kubernetes clusters.
Ingress controllers provide another way to do load balancing and TLS termination in a Kubernetes cluster. However the officially supported ingress controllers nginx and GCE focus on balancing HTTP requests instead of plain TCP connections. Therefore their support for TLS termination is also limited to HTTPS.
Multiple third-party ingress controllers exist, however most of them focus on handling HTTP requests. One of the exceptions is Voyager by AppsCode an ingress controller based on HAProxy, which also efficiently terminates TLS.
Use an external loadbalancer provided by the cloud provider that is capable of terminating TLS and apply a load balancing strategy that provides session affinity e.g. via source hashing.
Terminate TLS outside VerneMQ.
Configure the Pod NodeAffinity correctly to ensure that only one VerneMQ pod is scheduled on any Kubernetes cluster node.
It's preferred to have a smaller number of Pods that are very powerful in terms of available CPU and RAM than the opposite.
VerneMQ can consume a large number of open file handles when thousands of clients are connected as every connection requires at least one file handle.
Most operating systems can change the open-files limit using the ulimit -n
command. Example:
ulimit -n 65536
However, this only changes the limit for the current shell session. Changing the limit on a system-wide, permanent basis varies more between systems.
On most Linux distributions, the total limit for open files is controlled by sysctl
.
sysctl fs.file-max
fs.file-max = 50384
As seen above, it is generally set high enough for VerneMQ. If you have other things running on the system, you might want to consult the sysctl manpage manpage for how to change that setting. However, what most needs to be changed is the per-user open files limit. This requires editing /etc/security/limits.conf
, for which you'll need superuser access. If you installed VerneMQ from a binary package, add lines for the vernemq
user like so, substituting your desired hard and soft limits:
vernemq soft nofile 4096
vernemq hard nofile 65536
On Ubuntu, if you’re always relying on the init scripts to start VerneMQ, you can create the file /etc/default/vernemq and specify a manual limit like so:
ulimit -n 65536
This file is automatically sourced from the init script, and the VerneMQ process started by it will properly inherit this setting. As init scripts are always run as the root user, there’s no need to specifically set limits in /etc/security/limits.conf
if you’re solely relying on init scripts.
On CentOS/RedHat systems, make sure to set a proper limit for the user you’re usually logging in with to do any kind of work on the machine, including managing VerneMQ. On CentOS, sudo
properly inherits the values from the executing user.
It can be helpful to enable PAM user limits so that non-root users, such as the vernemq
user, may specify a higher value for maximum open files. For example, follow these steps to enable PAM user limits and set the soft and hard values for all users of the system to allow for up to 65536 open files.
Edit /etc/pam.d/common-session
and append the following line:
session required pam_limits.so
If /etc/pam.d/common-session-noninteractive
exists, append the same line as above.
Save and close the file.
Edit /etc/security/limits.conf
and append the following lines to the file:
* soft nofile 65536
* hard nofile 65536
Save and close the file.
(optional) If you will be accessing the VerneMQ nodes via secure shell (ssh), you should also edit /etc/ssh/sshd_config
and uncomment the following line:
#UseLogin no
and set its value to yes
as shown here:
UseLogin yes
Restart the machine so that the limits to take effect and verify
that the new limits are set with the following command:
ulimit -a
Edit /etc/security/limits.conf
and append the following lines to
the file:
* soft nofile 65536
* hard nofile 65536
Save and close the file.
Restart the machine so that the limits to take effect and verify that the new limits are set with the following command:
ulimit -a
In Solaris 8, there is a default limit of 1024 file descriptors per process. In Solaris 9, the default limit was raised to 65536. To increase the per-process limit on Solaris, add the following line to /etc/system
:
set rlim_fd_max=65536
Reference:
To check the current limits on your Mac OS X system, run:
launchctl limit maxfiles
The last two columns are the soft and hard limits, respectively.
To adjust the maximum open file limits in OS X 10.7 (Lion) or newer, edit /etc/launchd.conf
and increase the limits for both values as appropriate.
For example, to set the soft limit to 16384 files, and the hard limit to 32768 files, perform the following steps:
Verify current limits:
launchctl limit
The response output should look something like this:
cpu unlimited unlimited filesize unlimited unlimited data unlimited unlimited stack 8388608 67104768 core 0 unlimited rss unlimited unlimited memlock unlimited unlimited maxproc 709 1064 maxfiles 10240 10240
Edit (or create) /etc/launchd.conf
and increase the limits. Add lines that look like the following (using values appropriate to your environment):
limit maxfiles 16384 32768
Save the file, and restart the system for the new limits to take effect. After restarting, verify the new limits with the launchctl limit command:
launchctl limit
The response output should look something like this:
cpu unlimited unlimited filesize unlimited unlimited data unlimited unlimited stack 8388608 67104768 core 0 unlimited rss unlimited unlimited memlock unlimited unlimited maxproc 709 1064 maxfiles 16384 32768
Attributions
This work, "Open File Limits", is a derivative of Open File Limits by Riak, used under Creative Commons Attribution 3.0 Unported License. "Open File Limits" is licensed under Creative Commons Attribution 3.0 Unported License by Erlio GmbH.
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_rmem
allows 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.