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O3DE Apple Kraken Demo Project

Video demo

O3DE_Robotics_Agriculture_Demo.mp4

This project demonstrates an example application of O3DE working with ROS 2. The integration is realized through ROS 2 Gem.

How does it look like

The project includes

  • Apple Orchard, a simulation scene with many rows of apple trees.
  • Apple Kraken, a robot tasked with apple picking. It is ready to use and also included as an URDF.
    • Multiple Apple Krakens are supported
    • .. and you can spawn them using ROS 2 messages!
  • Custom components for picking apples, which benefit from direct integration with ROS 2.
    • Yes, you can write ROS 2 code in O3DE!
  • Autonomous operation which is based on ROS 2 navigation stack and ground truth.
    • Ground truth can be replaced with detectors based on sensor data. Give it a try!
  • Apples
    • Thousands of apples!

Simulation scenes (levels)

Main Level

The main scene of the demo is set in an apple orchard surrounded by countryside. The orchard is managed by the Apple Kraken.

The main level is rather performance-intensive.

The Apple Kraken is a four-wheeled robot assigned the task of navigating around the orchard, collecting apples and storing them in its basket.

Playground Level

The playground scene is much lighter and can be used to quickly prototype with Kraken. There are only a couple of apple trees and the robot itself.

Requirements

Platforms

The project runs on Ubuntu 22.04 with ROS 2 Humble or ROS 2 Iron. If you wish to run this demo in Docker environment, please use the instructions in the Docker folder.

💡 Note: This demo is not supported on Windows!

O3DE

Refer to the O3DE System Requirements documentation to make sure that the system/hardware requirements are met.

The following commands should prepare O3DE (assuming ${WORKDIR} is your working directory):

cd ${WORKDIR}
git clone --branch main --single-branch https://github.com/o3de/o3de.git
cd o3de
git lfs install
git lfs pull
python/get_python.sh
scripts/o3de.sh register --this-engine

In case of any problems, please refer to the instructions to set up O3DE from GitHub.

ROS 2 Gem

This project uses the ROS 2 Gem, which is included in the O3DE extras bundle. Please install ROS 2 first.

The following commands should prepare o3de-extras into your ${WORKDIR}:

cd ${WORKDIR}
git clone --branch main --single-branch https://github.com/o3de/o3de-extras
cd o3de-extras
git lfs install
git lfs pull

And register required Gem:

cd ${WORKDIR}
./o3de/scripts/o3de.sh register --gem-path o3de-extras/Gems/ROS2

Please make sure to use the same version of o3de and o3de-extras. This demo was successfully tested with the 2310.1 release.

More information about installing ROS 2 Gem can be found in the installation guide in ROS 2 Project Configuration. Note that the Gem instructions include the installation of ROS 2 with some additional packages.

To learn more about how the Gem works check out the Robotics in O3DE. The Gem is open to your contributions!

Additional ROS 2 packages

The additional packages need to be installed. Use the following command:

sudo apt install ros-${ROS_DISTRO}-vision-msgs ros-${ROS_DISTRO}-nav-msgs ros-${ROS_DISTRO}-rmw-cyclonedds-cpp ros-${ROS_DISTRO}-cyclonedds

💡 Note: This is a dependency besides all the packages already required by the ROS 2 Gem.

Required environment settings

Some commands and environmental variables are necessary for ROS 2 systems, including this demo, to function properly. It is best to add these commands and settings to either ~/.bashrc or equivalent file.

ROS 2 distribution should always be sourced when building and running the demo and its command line interfaces. For a typical ROS 2 Iron installation, this would mean running the following for each console:

source /opt/ros/iron/setup.bash

💡 Note: ROS 2 Humble is also supported. In that case, the provided command would be source /opt/ros/humble/setup.bash

Currently, we are observing issues when running navigation with FastDDS (the default middleware for ROS 2 Humble and ROS 2 Iron). While the exact cause is yet to be investigated, there are no such issues when running with CycloneDDS. Thus, please set the following:

export RMW_IMPLEMENTATION=rmw_cyclonedds_cpp

Building this project

Build steps

  1. Clone this project:
cd ${WORKDIR}
git clone https://github.com/o3de/ROSConDemo.git
  1. Register this project in the O3DE engine. In O3DE directory:
cd ${WORKDIR}/o3de
scripts/o3de.sh register -pp ${WORKDIR}/ROSConDemo/Project
  1. Ensure your ROS 2 is sourced:
echo $ROS_DISTRO
> iron

💡 Note: In the case ROS 2 Humble is sourced, the output is humble.

  1. Configure build:
cd ${WORKDIR}/ROSConDemo/Project
cmake -B build/linux -G"Ninja Multi-Config" -DLY_DISABLE_TEST_MODULES=ON -DLY_STRIP_DEBUG_SYMBOLS=ON
  1. Execute build (this will take a while the first time):
cd ${WORKDIR}/ROSConDemo/Project
cmake --build build/linux --config profile --target ROSConDemo Editor AssetProcessor ROSConDemo.Assets

Building the Navigation package

To build the ROS 2 navigation stack configured for this Project, please follow this detailed document. Do not run it yet if you wish to follow the demo scenario.

Launching the Editor

Launch the O3DE Editor:

cd ${WORKDIR}/ROSConDemo/Project
build/linux/bin/profile/Editor

Running the demo scenario

You can try out the demo scenario as presented during ROSCon 2022. Take the following steps:

  1. Launch the Editor and select the Main level. Allow it to load.
  2. Start the simulation with Ctrl-G or by pressing the Play button in the Editor.
  3. When it loads, spawn your first Apple Kraken using the following command: ros2 service call /spawn_entity gazebo_msgs/srv/SpawnEntity '{name: 'apple_kraken_rusty', xml: 'line1'}'.
    1. You can learn more about spawning in this section
  4. Once the simulation is running, start the navigation stack. If you followed all the instructions for setting it up, do the following:
    1. launch the stack for the first robot with ros2 launch o3de_kraken_nav navigation_multi.launch.py namespace:=apple_kraken_rusty_1 rviz:=True.
    2. You should see a new Rviz2 window.
    3. Note that the number index _1 has been added to the namespace when it was automatically generated by the Spawner.
  5. Using RViz2, set the navigation goal using a widget in the toolbar (2D Goal Pose). You need to click and drag to indicate the direction the robot will be facing. Make sure to set the goal next to an apple tree, to have the tree on the right side. Not too close, not too far. You can set subsequent goals for the robot to move around.
    1. As configured in our package, RViz2 has additional 2D Goal Pose buttons which are hard-set to work with specific robot namespaces.
    2. Use the button first to the left.
  6. Once the robot arrives and stops next to the tree, you can trigger apple gathering.
  7. Either wait for the robot to complete its job (gather all reachable apples) or cancel the gathering through the /apple_kraken_rusty_1/cancel_apple_gathering service.
  8. Select another navigation goal for the robot.
  9. Spawn three other Krakens:
    1. ros2 service call /spawn_entity gazebo_msgs/srv/SpawnEntity '{name: 'apple_kraken_shiny', xml: 'line2'}' && ros2 service call /spawn_entity gazebo_msgs/srv/SpawnEntity '{name: 'apple_kraken_rusty', xml: 'line3'}' && ros2 service call /spawn_entity gazebo_msgs/srv/SpawnEntity '{name: 'apple_kraken_shiny', xml: 'line4'}'
    2. You can also navigate with them using the remaining 2D Goal Pose buttons and trigger gathering events. Follow the instructions in this section to launch the navigation stack for each Kraken.

💡 Note: If you would like to start the scenario over, remember to close all navigation stacks. You can do this by pressing Ctrl-C in each console you started the ros2 launch o3de_kraken_nav (..) command.

Controlling the Apple Kraken

Navigation

Please refer to Kraken navigation for instructions.

Triggering Apple Gathering

Check available services in a terminal using this command:

  • ros2 service list

If your simulation is running, you should be able to see the apple gathering service(s) listed there.

  • It should be named /apple_kraken_rusty_1/trigger_apple_gathering. It might have another namespace.

If Apple Kraken is in position, next to a tree, you can trigger apple gathering with this command:

  • ros2 service call /apple_kraken_rusty_1/trigger_apple_gathering std_srvs/srv/Trigger

You can also cancel a gathering operation in progress by calling another service:

  • ros2 service call /apple_kraken_rusty_1/cancel_apple_gathering std_srvs/srv/Trigger

Spawning Krakens

Please read the following section on Robot Spawner.

To spawn a new Apple Kraken, you can use named points (provided by a Spawner Component) or custom poses.

Available spawn aliases

You can use the spawn service with the following robot names:

  • apple_kraken_rusty
  • apple_kraken_shiny
  • apple_kraken (defaults to shiny). These two robots are functionally the same.

Available named spawn poses

There are several named poses (line1 through line4) conveniently placed at entrances to apple orchard rows.

Example calls:

Named point:

ros2 service call /spawn_entity gazebo_msgs/srv/SpawnEntity '{name: 'apple_kraken', xml: 'line1'}'

Free pose:

ros2 service call /spawn_entity gazebo_msgs/srv/SpawnEntity '{name: 'apple_kraken', initial_pose: {position:{ x: 4, y: 4, z: 0.2}, orientation: {x: 0.0, y: 0.0, z: 0.0, w: 1.0}}}'

Troubleshooting

Check-list

  • Is O3DE running ok with an empty or default project?
  • Is ROS 2 installation ok? (check with ros2 topic pub etc.)
  • Is ROS 2 workspace sourced? (check ROS_DISTRO, AMENT_PREFIX_PATH)
    • Note this needs to be true before cmake is run. Re-run configuration and build when in doubt.
  • Do you have compatible settings for crucial ENV variables when running the navigation / orchestration stack in the console and when running the simulator?
    • check RMW_IMPLEMENTATION, ROS_DOMAIN_ID etc.
  • Check the console for errors as well as logs. From the Project folder, check user/log/Editor.log.
  • Are simulation topics up when you play the simulation?
    • ros2 node list should include /o3de_ros2_node
    • ros2 topic list should include /clock, /tf and /tf_static regardless of robot presence.
    • topic list should also include /pc, /ackermann_vel and /ground_truth_3D_detection if there is a robot in the scene and the simulation is running.
      • note that these topics will be namespaced.
    • ros2 service list should also show several simulation and robot services such as spawning and apple gathering.

License

For terms please see the LICENSE*.TXT files at the root of this repository.