ros-io

A hardware abstraction layer for modules and chips that are connected to I2C, UART and GPIO interfaces. This reduces friction by eliminating the need to write low-level code, firmware or ROS nodes and replaces it with a config file similar to the way docker-compose works.

In a world where ICs, modules and electronics are going trough long waiting times this helps makers prototype much faster, and allows robotics fleet owners the flexiblity to replace the hardware quickly and deploy fleets with mixed hardware configurations.

Here's how this all works:

You define your hardware in a configuration file and upload to a git repository
ros-io downloads your config file, parses its contents and installs the proper packages and 3rd party dependencies
Package code gets imported into the ros-io code, and worker threads are deployed:
- Workers wrap the part object, create ROS messages and map the read/update functions to rospy Subscriber and Publisher objects

How to use ros-io

1. Add to ros-io docker-compose.yaml

ros-io:
  privileged: true 
  image: cristidragomir97/ros-io
  environment:
    - ROS_HOSTNAME=ros-io 
    - ROS_MASTER_URI=http://ros-core:11311
    - CONFIG_REPO=https://github.com/cristidragomir97/ep1-rc-car
  volumes:
    - ros-bin:/opt/ros/noetic
  devices:
    - "/dev:/dev"

Of course, your configuration might vary, but here are a few pointers:

privileged: true is required for access to hardware
ROS_HOSTNAME has to match the service name more info on ROS, docker and networking here
CONFIG_REPO is where ros-io can find your configuration file. It expects to find a file called config.json at the root of your repository.
ros-io doesn't contain any ROS binaries, these are loaded from the ros-core service using a volume share:

volumes:
  - ros-bin:/opt/ros/noetic

2. config file

The config.json file is conceptually very similar to docker-compose.yaml. It defines what parts you are using, how to access them, and how to expose them to ROS. The config file has the following structure:

{
	"name": "",
	"desc": "",
	"downloads": {}, 
	"parts": {}, 
}

2.1 Downloads

By default ros-io doesn't contain any packages, however you can specify multiple sources for those in the Downloads section of the config file.

"downloads":{
		"repos":[
			["https://github.com/cristidragomir97/motorhead", "./library/motorhead"],
			["https://github.com/cristidragomir97/robot-block-lib", "./library/core-lib"]
		],
},

2.2 Parts

ros-io supports two types of parts:

Simple parts expose one ROS topic / part
Multi-channel parts like ADCs or PWM drivers, these expose a separate ROS topic for each one of the channels.

The following fields are mandatory for any type of part:

package is the name of the package.
folder this is where on the filesystem your package is residing. That should usually be the path you have defined in the downloads section plus the package name.
address tells ros-io how to physically talk to your device.
Everything in args will be unpacked and directly passed to the constructor of your part as arguments. This is how you can configure the package itself.

2.2.1 Simple Part Example

A good example of a simple part is the motorhead motor-driver. What defines a simple parts, is that they can only expose a single topic and have a single role

"motor_driver": {
	"role": "subscriber",
	"topic": "/cmd_vel",
	"folder": "/motorhead",
	"package": "motorhead",
	"address": "0x76",
	"args":{
		"radius": 0.0325,
		"flip": "true",
		"pins": {
			"right_a": 5,
			"right_b": 4,
			"right_pwm": 3,
			"left_a": 8,
			"left_b": 7,
			"left_pwm": 6,
			"right_enc_a": 10,
			"right_enc_b": 11,
			"left_enc_a": 12,
			"left_enc_b": 13
		}
	}
},

2.2.2 Multi-Channel Part Example

The configuration structure for multi-channel adds another two mandatory fields, called channel_no and channels:

channel_no tells ros-io how many of the devices channels will be used and
channels is where you define the role and topic for each one of the channels. That's because each channel gets it's own instance of Subscriber or Publisher.

Oh, and depending on your part, ros-io supports mixed role parts. One channel could be an input while the other is output.

The ADS1115 ADC is a great example of a multi-channel part.

"ADC": {
	"folder": "core-lib/ADS1115",
	"package": "ADS1115",
	"address": "0x48",
	"channel_no": 4,
		"channels":{
			"front_floor_right": {
				"pin": 0,
				"role": "publisher",
				"topic": "/floor/front_right",
				"args":{}
			},
			"front_left_floor": {
				"pin": 1,
				"role": "publisher",
				"topic": "/floor/front_left",
				"args":{}
			},
			"right_floor": {
				"pin": 2,
				"role": "publisher",
				"topic": "/floor/right",
				"args":{}
			},
			"left_floor": {
				"pin": 3,
				"role": "publisher",
				"topic": "/floor/left",
				"args":{}
			}
		},
		"args":{}
	}

3. Parts, packages and the library

To understand the role of each of these, we first need to define a few terms:

Package - the code and the configuration file
Library - the library doesn't really exist anywhere, it's just the collection of packages that gets downloaded for your solution
Part - a part is an instance of a package. ros-io supports two types of parts:

3.1 Core Packages

Here are a few of the packages I have written for parts I had lying around.

Name	Type.	Desc.
ADS1015	Interface	4-channel 12-bit I2C ADC
VL53L1_Array	Range Sensor	Configurable array of ToF Sensors
ICM20948	Motion Sensor	9-Axis MEMS IMU
LSM9DS1	Motion Sensor	6-Axis MEMS IMU
SparkfunTwist	Sensor	Sparkfun Dual Encoder Reader
INA219	Power Sensor	Voltage/Current/Power Sensor
4245-PSOC	Motor Driver	Serial/I2C Motor Driver found in Sparkfun Auto pHat

3.2 How to add packages for new parts

Creating a ros-io package for your part is pretty straightforward. Most breakout boards and modules from vendors like Seeed, Adafruit or Sparkfun come with libraries and examples for Python and Arduino.

Vendors take care of the low level communication between the part and your SBC, ros-io takes care of the ROS communication, a package is the glue between those.

Let's start with a concrete example, the ADS1x15 series of Analog-Digital-Converters.

3.2.1 Get information on the part

First step is to investigate and analyse the part you are going to write a package for. A great starting point is the repository of a vendors' library for that part. Adafruit_CircuitPython_ADS1x15 in our case. Investigating their example code we can find out the steps needed to comunicate with our module.

Imports:

import time, board, busio
import adafruit_ads1x15.ads1015 as ADS
from adafruit_ads1x15.analog_in import AnalogIn

Initialization

# Create the I2C bus
i2c = busio.I2C(board.SCL, board.SDA)
# Create the ADC object using the I2C bus
ads = ADS.ADS1015(i2c)

Create channel object:
```
chan = AnalogIn(ads, ADS.P0)
```
Get values from channel: chan.value, chan.voltage

3.2.2 Pick ROS Message type

In the case of our ADC, values are integers between (0-4096), so our decision here is pretty simple. Check out std_msgs for a list of base message types. For more specific hardware, you might need something more complex, such as sensor_msgs.msg.Imu for, or geometry_msgs.msg.Twist for motor controllers. These are usually found in common_msgs.

You will have to take care of encoding/decoding these messages inside your package code. For more information on how to do that check out this tutorial.

from std_msgs.msg import Int32

... 

def create_msg(value):
	msg = Int32()
	msg.data = value
	return  msg

3.2.3 Write configuration file

Package folder must contain a JSON configuration file that defines it's properties, dependencies, ROS message types and callback functions. All fields in this example are mandatory.

{
   	"name":  "ADS1115",
   	"info":  "4-channel 12-bit I2C ADC",
   	"dependencies":  [{
   		"type":  "pip3",
   		"package":"adafruit-circuitpython-ads1x15"
   	}],
   	"callback":  ["read0","read1","read2","read3"],
   	"ros_message":  ["std_msgs.msg",  "Int32"]
}

3.2.4 Write package code

Your package code can be any valid python code, however, some conventions must be respected:

On runtime, ros-io injects rospy into your scope, you can use everything you want from there to aid in writing your package.
For the dynamic imports to work the package ADS1015, config file ADS1015.json , python file ADS1015.py and constructor ADS1015(args) must all share the same name.
The interface between ros-io and your package are the object constructor and callback methods. These callback functions can be called however you want as long as you specify that in package.json. However, for simplicity i suggest using update for subscribers, and read for publishers.
devices with multiple channels must expose read and update callbacks for each channel. eg: ["read0","read1","read2","read3"]
Let us know about the packages you write, we'd be more than happy to add them on the list of supported parts.

zoobot/ros-io