From 1e7877f4f129dae304dc750291c0df8ef0d56dee Mon Sep 17 00:00:00 2001 From: Rooholla-KhorramBakht Date: Tue, 16 Apr 2024 15:00:32 -0400 Subject: [PATCH 1/8] readme updated --- README.md | 96 +++++++++++++++++++++++++++++---------------------- docs/setup.md | 47 +++++++++++++++++++++++++ 2 files changed, 102 insertions(+), 41 deletions(-) create mode 100644 docs/setup.md diff --git a/README.md b/README.md index ec54651..680dfab 100644 --- a/README.md +++ b/README.md @@ -1,50 +1,64 @@ # Go2Py -Python interface, example controllers, and calibration tools for the Unitree Go2 robot. +## What is it? +This is a Pythonic interface and driver for low-level and high-level control of Unitree Go2 quadruped robots. The motivation of this project is to ease the burden of initial interface development, safety systems of Go2 quadruped by providing a modular pipeline for real-time communication with the robot in both simulated and real world with a unified interface. -## System Setup +This project is comprised of the following components: +- **C++ Bridge:** A dockerized ROS2 bridge built upon the [unitree_ros2](https://github.com/unitreerobotics/unitree_ros2) that implements an remote controlled emergency stop and publishes the robot states as standard ROS2 topics usable by upstream systems such as NAV2. +- **Robot Interface:** A simple Python class that represents the robot and communicates with the C++ bridge through either DDS (ROS independent) or ROS2 interfaces. +- **Robot Management FSM:** A finite state machine for controlling the behavior of the robot up to the point of handover to the user low-level controller (sitting down, standing up) with safety monitors (motor temperatures, emergency stops). +- **Robot Model:** A simple to use [Pinocchio](https://github.com/stack-of-tasks/pinocchio) wrapper for computing the kinematics and dynamics parameters of the robot. +- **Simulation Interface:** Simulation environments based on Mujoco and Nvidia Orbit (To be added) with a Python interface identical to the read robot. -The GO2 EDU comes with an onbard Jetson Orin NX, a Hessai LX-16 LiDAR sensor, and an intel Realsense D435i camera. This setup procedure targets the onboard Jetson Orin with IP `192.168.123.18` and presents the installation proceudures of nodes for reading the sensors and robot states and publisheing them as ROS2 topics plus some basic configurations for setting up the autostart services and sharing internet. The architecture of the GO2 system is illustrated in the following image: -TODO: add image +## How does it look like? +Communication with the robot will be as simple as importing a Python class: +```python +from Go2Py.robot.interface.dds import GO2Real +from Go2Py.robot.model import Go2Model +robot = GO2Real(mode='lowlevel') +model = Go2Model() +robot.standDownReset() +while running: + joint_state = robot.getJointStates() + imu = robot.getIMU() + remote = robot.getRemoteState() + model.update(state['q'], state['dq'],T,vel) # T and vel from the EKF + info = model.getInfo() + + #User control computations ... -### Internet Sharing - -In order to access internet on the Jetson computer, we hook the robot to a host development computer with internet access and configure it to share its connection with the robot. To cofigure the host computer, the follwoing steps should be taken: -#### Host Computer -The following steps configures the host computer to share its intentrent with the robot. -##### Enable IP forwarding: - -```bash -sudo sysctl -w net.ipv4.ip_forward=1 + robot.setCommands(q_des, dq_des, kp, kd, tau_ff) ``` -##### Configure the iptables: +An identical workflow is can be followed for simulation: +```python +from Go2Py.sim.mujoco import Go2Sim +from Go2Py.robot.model import Go2Model +robot = Go2Sim() +model = Go2Model() +robot.standDownReset() +while running: + joint_state = robot.getJointStates() + imu = robot.getIMU() + remote = robot.getRemoteState() + model.update(state['q'], state['dq'],T,vel) # T and vel from the EKF + info = model.getInfo() -```bash -sudo iptables -t nat -A POSTROUTING -o wlan0 -j MASQUERADE -sudo iptables -A FORWARD -i wlan0 -o eth0 -m state --state RELATED,ESTABLISHED -j ACCEPT -sudo iptables -A FORWARD -i eth0 -o wlan0 -j ACCEPT + #User control computations ... + + robot.setCommands(q_des, dq_des, kp, kd, tau_ff) + robot.step() ``` -Note that `wlan0` should be replaced with the actual name of the network interface over which the internet is provided to the host computer, and eth0 should be replaced with the name of the Ethernet interface connected to the robot and having a local IP address in robot's network range. +## Installation +Follow through the steps in here to [setup](docs/setup.md) the robot and Go2Py. -##### Storing the Settings -Make the iptables rules persistent by installing the `iptables-persistent`: - -```bash -sudo apt-get install iptables-persistent -sudo iptables-save > /etc/iptables/rules.v4 -sudo ip6tables-save > /etc/iptables/rules.v6 -``` -#### Robot -Now tell the computer on the robot to use the internet shared by the host computer. SSH into the robot's computer with IP address `192.168.123.18`, username `unitree` and password `123`. Note that the host computer's IP reange should have already been set to static mode with an IP in `192.168.123.*` range. - -```bash -sudo ip route add default via -``` - -Finally, configure the DNS server by adding the following to the `/etc/resolv.conf` file: -```bash -nameserver 8.8.8.8 -``` -**Note:** Similarly to the host computer, you can make save this configuration using the `iptables-persistent` tool. - -If everything has been successful, you should be able to access the internet on the robot. Run `ping www.google.com` to verify this. +## Further Examples +A set of sorted examples are provided in the [examples](examples) directory to get you up and running quickly: +- High-level body velocity interface (ROS2) +- High-level body velocity interface (DDS) +- Low-level joint interface (ROS2) +- Low-level joint interface (DDS) +- Low-level simulation interface +- Contact Force Estimation +- Foot Contact Estimation +- Extended Kalman Filter Legged Inertial State Estimator +- Walk These Ways RL Controller \ No newline at end of file diff --git a/docs/setup.md b/docs/setup.md new file mode 100644 index 0000000..942f5c3 --- /dev/null +++ b/docs/setup.md @@ -0,0 +1,47 @@ +# System Setup + +The GO2 EDU comes with an onbard Jetson Orin NX, a Hessai LX-16 LiDAR sensor, and an intel Realsense D435i camera. This setup procedure targets the onboard Jetson Orin with IP `192.168.123.18` and presents the installation proceudures of nodes for reading the sensors and robot states and publisheing them as ROS2 topics plus some basic configurations for setting up the autostart services and sharing internet. The architecture of the GO2 system is illustrated in the following image: +TODO: add image + +### Internet Sharing + +In order to access internet on the Jetson computer, we hook the robot to a host development computer with internet access and configure it to share its connection with the robot. To cofigure the host computer, the follwoing steps should be taken: +#### Host Computer +The following steps configures the host computer to share its intentrent with the robot. +##### Enable IP forwarding: + +```bash +sudo sysctl -w net.ipv4.ip_forward=1 +``` +##### Configure the iptables: + +```bash +sudo iptables -t nat -A POSTROUTING -o wlan0 -j MASQUERADE +sudo iptables -A FORWARD -i wlan0 -o eth0 -m state --state RELATED,ESTABLISHED -j ACCEPT +sudo iptables -A FORWARD -i eth0 -o wlan0 -j ACCEPT +``` +Note that `wlan0` should be replaced with the actual name of the network interface over which the internet is provided to the host computer, and eth0 should be replaced with the name of the Ethernet interface connected to the robot and having a local IP address in robot's network range. + +##### Storing the Settings +Make the iptables rules persistent by installing the `iptables-persistent`: + +```bash +sudo apt-get install iptables-persistent +sudo iptables-save > /etc/iptables/rules.v4 +sudo ip6tables-save > /etc/iptables/rules.v6 +``` +#### Robot +Now tell the computer on the robot to use the internet shared by the host computer. SSH into the robot's computer with IP address `192.168.123.18`, username `unitree` and password `123`. Note that the host computer's IP reange should have already been set to static mode with an IP in `192.168.123.*` range. + +```bash +sudo ip route add default via +``` + +Finally, configure the DNS server by adding the following to the `/etc/resolv.conf` file: +```bash +nameserver 8.8.8.8 +``` +**Note:** Similarly to the host computer, you can make save this configuration using the `iptables-persistent` tool. + +If everything has been successful, you should be able to access the internet on the robot. Run `ping www.google.com` to verify this. + From c0643fd5db96deaf3080c4c9de34b0879fac03c3 Mon Sep 17 00:00:00 2001 From: Rooholla-KhorramBakht Date: Tue, 16 Apr 2024 16:08:52 -0400 Subject: [PATCH 2/8] openfig added --- README.md | 14 ++++--- docs/assets/openfig.drawio | 61 +++++++++++++++++++++++++++++ docs/assets/openfig.png | Bin 0 -> 1392809 bytes examples/walk_these_ways_sim.ipynb | 40 +------------------ 4 files changed, 72 insertions(+), 43 deletions(-) create mode 100644 docs/assets/openfig.drawio create mode 100644 docs/assets/openfig.png diff --git a/README.md b/README.md index 680dfab..b8ba0c1 100644 --- a/README.md +++ b/README.md @@ -1,15 +1,19 @@ # Go2Py -## What is it? -This is a Pythonic interface and driver for low-level and high-level control of Unitree Go2 quadruped robots. The motivation of this project is to ease the burden of initial interface development, safety systems of Go2 quadruped by providing a modular pipeline for real-time communication with the robot in both simulated and real world with a unified interface. + +Go2Py is a Pythonic interface and driver for low-level and high-level control of Unitree Go2 quadruped robots. The motivation of this project is to ease the burden of initial interface development, safety systems of Go2 quadruped by providing a modular pipeline for real-time communication with the robot in both simulated and real world with a unified interface. + +

+ image +

This project is comprised of the following components: -- **C++ Bridge:** A dockerized ROS2 bridge built upon the [unitree_ros2](https://github.com/unitreerobotics/unitree_ros2) that implements an remote controlled emergency stop and publishes the robot states as standard ROS2 topics usable by upstream systems such as NAV2. +- **C++ Bridge:** A dockerized ROS2 bridge built upon the [unitree_ros2](https://github.com/unitreerobotics/unitree_ros2) that implements a remote controlled emergency stop and publishes the robot states as standard ROS2 topics usable by upstream systems such as NAV2. - **Robot Interface:** A simple Python class that represents the robot and communicates with the C++ bridge through either DDS (ROS independent) or ROS2 interfaces. - **Robot Management FSM:** A finite state machine for controlling the behavior of the robot up to the point of handover to the user low-level controller (sitting down, standing up) with safety monitors (motor temperatures, emergency stops). - **Robot Model:** A simple to use [Pinocchio](https://github.com/stack-of-tasks/pinocchio) wrapper for computing the kinematics and dynamics parameters of the robot. -- **Simulation Interface:** Simulation environments based on Mujoco and Nvidia Orbit (To be added) with a Python interface identical to the read robot. +- **Simulation Interface:** Simulation environments based on Mujoco and Nvidia Orbit (To be added) with a Python interface identical to the real robot. -## How does it look like? +## How Does Using it Look Like? Communication with the robot will be as simple as importing a Python class: ```python from Go2Py.robot.interface.dds import GO2Real diff --git a/docs/assets/openfig.drawio b/docs/assets/openfig.drawio new file mode 100644 index 0000000..c6e8355 --- /dev/null +++ b/docs/assets/openfig.drawio @@ -0,0 +1,61 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/docs/assets/openfig.png b/docs/assets/openfig.png new file mode 100644 index 0000000000000000000000000000000000000000..8ff2c25f3a32cfaf9d140445a87fcaf2efb4d303 GIT binary patch literal 1392809 zcmbrm*UqcZ_Aj;-MNxF5^8&fwQgX4k=ta3QV47(LOuIRvn{LxVd4as?xylCb&W z!zsAl4OvxGdG_lb48e#$A;h0h%EgdB;x~kXFO2*%ieb^O`{Oe2e>bQPXVtdxA2E^q zGXhQhuK|kw5$E9Ol`Q?d{5saEe%ayN&QSl2B7U74S7;VR*gqrx8(fj{v>Bik3_%h2 zpm0j8#=IEdF%d=4tMO~7`5c$OhDk9Pc3(`!Q&zyA@rK?BzZ=YJCre)Mto`$-FE z@+TPe)lK!AkhWjVvx~)VUi6DUeSPw7S=SwZ-`Zc=>~?94KW}}=@)nxN_Fug-?5`%X zW=3!{(>hq5$)1mM4^!JkfzA+xh 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image @@ -65,4 +65,4 @@ A set of sorted examples are provided in the [examples](examples) directory to g - Contact Force Estimation - Foot Contact Estimation - Extended Kalman Filter Legged Inertial State Estimator -- Walk These Ways RL Controller \ No newline at end of file +- Walk These Ways RL Controller From 2e43f2e4f6bf27ec2a218f73f8dc29cf88b13c95 Mon Sep 17 00:00:00 2001 From: Rooholla-KhorramBakht Date: Tue, 16 Apr 2024 16:40:27 -0400 Subject: [PATCH 4/8] devcontainer config files added --- .devcontainer/Dockerfile | 31 +++++++++++++++++++++++++++++++ .devcontainer/devcontainer.json | 13 +++++++++++++ .devcontainer/docker-compose.yaml | 17 +++++++++++++++++ 3 files changed, 61 insertions(+) create mode 100644 .devcontainer/Dockerfile create mode 100644 .devcontainer/devcontainer.json create mode 100644 .devcontainer/docker-compose.yaml diff --git a/.devcontainer/Dockerfile b/.devcontainer/Dockerfile new file mode 100644 index 0000000..491b061 --- /dev/null +++ b/.devcontainer/Dockerfile @@ -0,0 +1,31 @@ +FROM ros:foxy +ENV DEBIAN_FRONTEND=noninteractive +SHELL ["/bin/bash", "-c"] +RUN apt-get update && apt-get install -y -qq --no-install-recommends \ + libglvnd-dev \ + libgl1-mesa-dev \ + libegl1-mesa-dev \ + libgles2-mesa-dev \ + libxext6 \ + libx11-6 \ + freeglut3-dev \ + git \ + python3-pip \ + ros-foxy-rmw-cyclonedds-cpp ros-foxy-rosidl-generator-dds-idl \ + libyaml-cpp-dev \ + ros-foxy-xacro \ + libboost-all-dev\ + build-essential \ + cmake \ + && rm -rf /var/lib/apt/lists/* + + +RUN pip3 install mujoco pin matplotlib + +RUN cd / && git clone https://github.com/unitreerobotics/unitree_ros2 && cd /unitree_ros2/cyclonedds_ws/src && \ +git clone https://github.com/ros2/rmw_cyclonedds -b foxy && git clone https://github.com/eclipse-cyclonedds/cyclonedds -b releases/0.10.x &&\ +cd .. && colcon build --packages-select cyclonedds && source /opt/ros/foxy/setup.bash && colcon build + +# Env vars for the nvidia-container-runtime. +ENV NVIDIA_VISIBLE_DEVICES all +ENV NVIDIA_DRIVER_CAPABILITIES graphics,utility,compute \ No newline at end of file diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json new file mode 100644 index 0000000..14e7378 --- /dev/null +++ b/.devcontainer/devcontainer.json @@ -0,0 +1,13 @@ +// https://containers.dev/implementors/json_reference/ +{ + "name": "go2py", + "dockerComposeFile": "docker-compose.yaml", + "workspaceFolder": "/home/Go2Py", + "service": "go2py-dev", + "remoteUser": "root", + "customizations": { + "vscode": { + "extensions": ["dbaeumer.vscode-eslint"] + } + } +} \ No newline at end of file diff --git a/.devcontainer/docker-compose.yaml b/.devcontainer/docker-compose.yaml new file mode 100644 index 0000000..54d71e4 --- /dev/null +++ b/.devcontainer/docker-compose.yaml @@ -0,0 +1,17 @@ +version: "3.9" +services: + go2py-dev: + build: . + container_name: go2py-dev + network_mode: host + privileged: true + command: bash + volumes: + - /tmp/.X11-unix:/tmp/.X11-unix + - ..:/home/Go2Py + environment: + - DISPLAY=${DISPLAY} + - QT_X11_NO_MITSHM=1 + runtime: nvidia + stdin_open: true + tty: true \ No newline at end of file From c104f834c4ec05a8056270080954da44bee39021 Mon Sep 17 00:00:00 2001 From: Rooholla-KhorramBakht Date: Tue, 16 Apr 2024 22:44:05 -0400 Subject: [PATCH 5/8] state estimation dataset collected --- .devcontainer/Dockerfile | 10 ++-- examples/data/april16-seq1.pkl | Bin 0 -> 7921494 bytes examples/data/april16-seq2.pkl | Bin 0 -> 7920886 bytes examples/highlevel_ros2_interface.ipynb | 60 ++++++++++++++++-------- 4 files changed, 46 insertions(+), 24 deletions(-) create mode 100644 examples/data/april16-seq1.pkl create mode 100644 examples/data/april16-seq2.pkl diff --git a/.devcontainer/Dockerfile b/.devcontainer/Dockerfile index 491b061..64887d8 100644 --- a/.devcontainer/Dockerfile +++ b/.devcontainer/Dockerfile @@ -1,4 +1,4 @@ -FROM ros:foxy +FROM ros:humble ENV DEBIAN_FRONTEND=noninteractive SHELL ["/bin/bash", "-c"] RUN apt-get update && apt-get install -y -qq --no-install-recommends \ @@ -11,9 +11,9 @@ RUN apt-get update && apt-get install -y -qq --no-install-recommends \ freeglut3-dev \ git \ python3-pip \ - ros-foxy-rmw-cyclonedds-cpp ros-foxy-rosidl-generator-dds-idl \ + ros-humble-rmw-cyclonedds-cpp ros-humble-rosidl-generator-dds-idl \ libyaml-cpp-dev \ - ros-foxy-xacro \ + ros-humble-xacro \ libboost-all-dev\ build-essential \ cmake \ @@ -23,8 +23,8 @@ RUN apt-get update && apt-get install -y -qq --no-install-recommends \ RUN pip3 install mujoco pin matplotlib RUN cd / && git clone https://github.com/unitreerobotics/unitree_ros2 && cd /unitree_ros2/cyclonedds_ws/src && \ -git clone https://github.com/ros2/rmw_cyclonedds -b foxy && git clone https://github.com/eclipse-cyclonedds/cyclonedds -b releases/0.10.x &&\ -cd .. && colcon build --packages-select cyclonedds && source /opt/ros/foxy/setup.bash && colcon build +git clone https://github.com/ros2/rmw_cyclonedds -b humble && git clone https://github.com/eclipse-cyclonedds/cyclonedds -b releases/0.10.x &&\ +cd .. && colcon build --packages-select cyclonedds && source /opt/ros/humble/setup.bash && colcon build # Env vars for the nvidia-container-runtime. 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--git a/examples/walk_these_ways_sim.ipynb b/examples/walk_these_ways_sim.ipynb index 471fbc6..7a77f33 100644 --- a/examples/walk_these_ways_sim.ipynb +++ b/examples/walk_these_ways_sim.ipynb @@ -188,20 +188,6 @@ "text": [ "p_gains: [20. 20. 20. 20. 20. 20. 20. 20. 20. 20. 20. 20.]\n" ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "frq: 0.10237921921805228 Hz\n", - "frq: 46.14348108298404 Hz\n", - "frq: 44.397794032030994 Hz\n", - "frq: 45.603148715941465 Hz\n", - "frq: 45.86595514341641 Hz\n", - "frq: 44.16591026356524 Hz\n", - "frq: 45.82636627843454 Hz\n", - "frq: 45.51950772169346 Hz\n" - ] } ], "source": [ @@ -213,31 +199,9 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 6, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "frq: 45.741406386320016 Hz\n", - "frq: 44.6901430961184 Hz\n", - "frq: 44.451434445775085 Hz\n", - "frq: 45.19042385846963 Hz\n", - "frq: 45.1087737411542 Hz\n", - "frq: 46.690013692073066 Hz\n", - "frq: 45.09228519824546 Hz\n", - "frq: 45.70053825535531 Hz\n", - "frq: 46.01388873651992 Hz\n", - "frq: 44.94924554183813 Hz\n", - "frq: 45.49383372200228 Hz\n", - "frq: 44.522684330085134 Hz\n", - "frq: 44.42130458266699 Hz\n", - "frq: 43.71525649844704 Hz\n", - "frq: 44.37383889464886 Hz\n" - ] - } - ], + "outputs": [], "source": [ "controller.command_profile.pitch_cmd=0.0\n", "controller.command_profile.body_height_cmd=0.0\n", From b0db01d83d3fa80bd1646d376c8b75810f7de197 Mon Sep 17 00:00:00 2001 From: Rooholla-KhorramBakht <38699860+Rooholla-KhorramBakht@users.noreply.github.com> Date: Tue, 16 Apr 2024 16:11:51 -0400 Subject: [PATCH 3/8] Update README.md --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index b8ba0c1..0d990ca 100644 --- a/README.md +++ b/README.md @@ -1,6 +1,6 @@ # Go2Py -Go2Py is a Pythonic interface and driver for low-level and high-level control of Unitree Go2 quadruped robots. The motivation of this project is to ease the burden of initial interface development, safety systems of Go2 quadruped by providing a modular pipeline for real-time communication with the robot in both simulated and real world with a unified interface. +Go2Py is a Pythonic interface and driver for low-level and high-level control of Unitree Go2 quadruped robots. The motivation of this project is to remove the burden of developing interface, safety systems, and basic components required for starting locomotion reserach using the Go2 quadruped robot. It provides a modular pipeline for real-time communication with the robot in both simulated and real world environment with a unified interface.