16.2. Use ROS 2 with Fast-DDS Discovery Server¶
This section explains how to run some ROS 2 examples using the Discovery Servers as discovery communication. In order to get more information about the specific use of this configuration, please check the Discovery Server Documentation or read the common use cases for this configuration.
The following tutorial gathers the steps to check this functionality and learn how to use it with ROS 2.
The Simple Discovery Protocol is the standard protocol defined in the DDS standard. However, it has certain known disadvantages in some scenarios, mainly:
It does not Scale efficiently, as the number of exchanged packets highly increases as new nodes are added.
It requires Multicasting capabilities that may not work reliably in some scenarios, e.g. WiFi.
The Discovery Server provides a Client-Server Architecture that allows the nodes to connect with each other using an intermediate server. Each node will work as a Client, sharing its info with the Discovery Server and receiving the discovery information from it. This means that the network traffic is highly reduced in big systems, and it does not require Multicasting.
These Discovery Servers can be independent, duplicated or connected with each other in order to create redundancy over the network and avoid having a Single-Point-Of-Failure.
16.2.1. Discovery Server v2¶
The new version v2 of Discovery Server, available from Fast DDS v2.0.2, implements a new filter feature that allows to further reduce the number of discovery messages sent. This version uses the topic of the different nodes to decide if two nodes must be connected, or they could be left unmatched. The following schema represents the decrease of the discovery packages:
This architecture reduces the number of packages sent between the server and the different clients dramatically. In the following graph, the reduction in traffic network over the discovery phase for a RMF Clinic demo use case, is shown:
In order to use this functionality, Fast-DDS Discovery Server can be set using
the XML configuration for Participants.
Furthermore, Fast DDS provides an easier way to set a Discovery Server communication using
the fastdds
CLI tool and an environment variable,
which are going to be used along this tutorial.
For a more detailed explanation about the configuration of the Discovery Server,
visit Discovery Server Settings.
16.2.2. Prerequisites¶
This tutorial assumes you have a working Foxy ROS 2 installation.
In case your installation is using a Fast DDS version lower than v2.0.2 you could not use the fastdds
tool.
You could update your repository to use a different Fast DDS version,
or set the discovery server by Fast-DDS XML QoS configuration.
Note
This tutorial can also be run in Galactic exporting the environment variable that selects Fast DDS as the middleware layer:
export RMW_IMPLEMENTATION=rmw_fastrtps_cpp
16.2.3. Run the demo¶
The talker-listener
ROS 2 demo allows to create a talker node that publishes a Hello World message every second,
and a listener node that listens to these messages.
By Sourcing ROS 2
you will get access to the CLI of Fast DDS: fastdds
.
This CLI gives access to the discovery tool,
which allows to launch a server. This server will manage the discovery process for the nodes that connect to it.
Important
Do not forget to source ROS 2 in every new terminal opened.
16.2.3.1. Setup Discovery Server¶
Start by launching a server with id 0, with port 11811 and listening on all available interfaces.
Open a new terminal and run:
fastdds discovery -i 0
16.2.3.2. Launch node listener¶
Execute the listener demo, that will listen in /chatter
topic.
In a new terminal, set the environment variable ROS_DISCOVERY_SERVER
to use Discovery Server.
(Do not forget to source ROS 2 in every new terminal)
export ROS_DISCOVERY_SERVER="127.0.0.1:11811"
Afterwards, launch the listener node. Use the argument --remap __node:=listener_discovery_server
to change the node’s name for future purpose.
ros2 run demo_nodes_cpp listener --ros-args --remap __node:=listener_discovery_server
This process will create a ROS 2 node, that will automatically create a client for the Discovery Server and use the server created previously to run the discovery protocol.
16.2.3.3. Launch node talker¶
Open a new terminal and set the environment variable as before, so the node raises a client for the discovery protocol.
export ROS_DISCOVERY_SERVER="127.0.0.1:11811"
ros2 run demo_nodes_cpp talker --ros-args --remap __node:=talker_discovery_server
Now, we should see the talker publishing Hello World messages, and the listener receiving these messages.
16.2.3.4. Demonstrate Discovery Server execution¶
So far, there is not proof that this example and the standard talker-listener example run differently.
For this purpose, run another node that is not connected to our Discovery Server.
Just run a new listener (listening in /chatter
topic by default) in a new terminal and check that it is
not connected to the talker already running.
ros2 run demo_nodes_cpp listener --ros-args --remap __node:=simple_listener
In this case, we should not see the listener receiving the messages.
To finally verify that everything is running correctly, a new talker can be created using the simple discovery protocol.
ros2 run demo_nodes_cpp talker --ros-args --remap __node:=simple_talker
Now we should see the listener simple_listener receiving the messages from simple_talker but not the other messages from talker_discovery_server.
16.2.4. Advance user cases¶
The following paragraphs are going to show different features of the Discovery Server that allows to hold a robust structure over the node’s network.
16.2.4.1. Server Redundancy¶
By using the Fast DDS tool, several servers can be created, and the nodes can be connected to as many servers as desired. This allows to have a safe redundancy network that will work even if some servers or nodes shut down unexpectedly. Next schema shows a simple architecture that will work with server redundancy:
In different terminals, run the next code to establish a communication over redundant servers.
fastdds discovery -i 0 -l 127.0.0.1 -p 11811
fastdds discovery -i 1 -l 127.0.0.1 -p 11888
-i N
means server with id N. When referencing the servers with ROS_DISCOVERY_SERVER
,
server 0
must be in first place and server 1
in second place.
export ROS_DISCOVERY_SERVER="127.0.0.1:11811;127.0.0.1:11888"
ros2 run demo_nodes_cpp talker --ros-args --remap __node:=talker
export ROS_DISCOVERY_SERVER="127.0.0.1:11811;127.0.0.1:11888"
ros2 run demo_nodes_cpp listener --ros-args --remap __node:=listener
Now, if one of these servers fails, there would still be discovery communication between nodes.
16.2.4.2. Backup Server¶
Fast DDS Discovery Server allows to easily build a server with a backup functionality. This allows the server to retake the last state it saved in case of a shutdown.
In different terminals, run the next code to establish a communication over a backup server.
fastdds discovery -i 0 -l 127.0.0.1 -p 11811 -b
export ROS_DISCOVERY_SERVER="127.0.0.1:11811"
ros2 run demo_nodes_cpp talker --ros-args --remap __node:=talker
export ROS_DISCOVERY_SERVER="127.0.0.1:11811"
ros2 run demo_nodes_cpp listener --ros-args --remap __node:=listener
Several backup files are created in the path the server has run.
Two SQLite
files and two json
files that contains the information required to
raise a new server in case of failure, avoiding the whole discovery process to happen again and
without losing information.
16.2.4.3. Discovery partitions¶
The Discovery Server communication could be used with different servers to split in virtual partitions the discovery info. This means that two endpoints only would know each other if there is a server or a server network between them. We are going to execute an example with two different independent servers. The following image shows a schema of the architecture desired:
With this schema Listener 1 will be connected to Talker 1 and Talker 2, as they share Server 1. Listener 2 will connect with Talker 1 as they share Server 2. But Listener 2 will not hear the messages from Talker 2 because they do not share any server or servers’ network that connect them.
Run the first server listening in localhost in default port 11811.
fastdds discovery -i 0 -l 127.0.0.1 -p 11811
In another terminal run the second server listening in localhost in port another port, in this case 11888.
fastdds discovery -i 1 -l 127.0.0.1 -p 11888
Now, run each node in a different terminal. Use the environment variable ROS_DISCOVERY_SERVER
to decide which
server they are connected to. Be aware that the ids must match (Environment variables).
export ROS_DISCOVERY_SERVER="127.0.0.1:11811;127.0.0.1:11888"
ros2 run demo_nodes_cpp talker --ros-args --remap __node:=talker_1
export ROS_DISCOVERY_SERVER="127.0.0.1:11811;127.0.0.1:11888"
ros2 run demo_nodes_cpp listener --ros-args --remap __node:=listener_1
export ROS_DISCOVERY_SERVER="127.0.0.1:11811"
ros2 run demo_nodes_cpp talker --ros-args --remap __node:=talker_2
export ROS_DISCOVERY_SERVER=";127.0.0.1:11888"
ros2 run demo_nodes_cpp listener --ros-args --remap __node:=listener_2
We should see how Listener 1 is receiving double messages, while Listener 2 is in a different partition from Talker 2 and so it does not listen to it.
Note
Once two endpoints know each other, they do not need the server network between them to listen to each other messages.
16.2.5. ROS 2 Introspection¶
ROS 2 Command Line Interface (CLI) implements several introspection features to analyze the behaviour of a ROS 2 execution. These features (i.e. rosbag, topic list, etc.) are very helpful to understand a ROS 2 working network.
Most of these features use the DDS capability to share any topic information with every exiting participant. However, the new Discovery Server v2 implements a traffic network reduction that limits the discovery data between nodes that do not share a topic. This means that not every node will receive every topic data unless it has a reader in that topic. As most of ROS 2 CLI Introspection is executed by adding a node into the network (some of them use ROS 2 Daemon, and some create their own nodes), using Discovery Server v2 we will find that most of these functionalities are limited and do not have all the information.
The Discovery Server v2 functionality allows every node running as a SUPER_CLIENT
, a kind of Client that
connects to a SERVER
, from which it receives all the available discovery information (instead of just what it needs).
In this sense, ROS 2 introspection tools can be configured as Super Client, thus being able to discover every entity
that is using the Discovery Server protocol within the network.
16.2.5.2. No Daemon commands¶
Some ROS 2 CLI tools can be executed without the ROS 2 Daemon. In order for these tools to connect with a Discovery Server and receive all the topics information they need to be instantiated as a Super Client that connects to the Server.
Following the previous configuration, build a simple system with a talker and a listener. First, run a Server:
fastdds discovery -i 0 -l 127.0.0.1 -p 11811
Then, run the talker and listener is separate terminals:
export ROS_DISCOVERY_SERVER="127.0.0.1:11811"
ros2 run demo_nodes_cpp listener --ros-args --remap __node:=listener
export ROS_DISCOVERY_SERVER="127.0.0.1:11811"
ros2 run demo_nodes_cpp talker --ros-args --remap __node:=talker
Continue using the ROS 2 CLI with --no-daemon
option with the new configuration.
New nodes will connect with the existing Server and will know every topic.
Exporting ROS_DISCOVERY_SERVER
is not needed as the remote server has been configured in the xml file.
export FASTRTPS_DEFAULT_PROFILES_FILE=super_client_configuration_file.xml
ros2 topic list --no-daemon
ros2 node info /talker --no-daemon --spin-time 2
16.2.6. Compare Discovery Server with Simple Discovery¶
In order to compare the ROS 2 execution using Simple Discovery or Discovery Server, two scripts that
execute a talker and many listeners and analyze the network traffic during this time are provided.
For this experiment, tshark
is required to be installed on your system.
The configuration file is mandatory in order to avoid using intra-process mode.
Note
These scripts require a Discovery Server closure feature that is only available from Fast DDS v2.1.0 and forward. In order to use this functionality, compile ROS 2 with Fast DDS v2.1.0 or higher.
These scripts’ functionalities are references for advance purpose and their study is left to the user.
Run the bash script with the setup path to source ROS 2 as argument.
This will generate the traffic trace for simple discovery.
Executing the same script with second argument SERVER
, it will generates the trace for service discovery.
Note
Depending on your configuration of tcpdump
, this script may require sudo
privileges to read traffic across
your network device.
After both executions are done, run the python script to generates a graph similar to the one below:
$ export FASTRTPS_DEFAULT_PROFILES_FILE="no_intraprocess_configuration.xml"
$ sudo bash generate_discovery_packages.bash ~/ros2_foxy/install/local_setup.bash
$ sudo bash generate_discovery_packages.bash ~/ros2_foxy/install/local_setup.bash SERVER
$ python3 discovery_packets.py
This graph is the result of a is a specific example, the user can execute the scripts and watch their own results. It can easily be seen how the network traffic is reduced when using Discovery Service.
The reduction in traffic is a result of avoiding every node announcing itself and waiting a response from every other node in the net. This creates a huge amount of traffic in large architectures. This reduction from this method increases with the number of Nodes, making this architecture more scalable than the simple one.
Since Fast DDS v2.0.2 the new Discovery Server v2 is available, substituting the old Discovery Server. In this new version, those nodes that do not share topics will not know each other, saving the whole discovery data required to connect them and their endpoints. Notice that this is not this example case, but even though the massive reduction could be appreciate due to the hidden architecture topics of ROS 2 nodes.