Akri
v0.13
v0.13
  • Home
  • Using Akri
    • Getting Started
    • Kubernetes Cluster Setup
    • Customizing an Akri Installation
    • Requesting Akri Resources
    • Monitoring with Prometheus
  • Discovery Handlers
    • ONVIF for IP Cameras
    • OPC UA
    • udev
  • Demos
    • Discovering and Using USB Cameras
    • Discovering and Using USB Cameras on Raspberry Pi 4
    • Discovering and Using OPC UA Thermometers
    • Discovering and Using Authentication-Enabled Onvif Cameras
    • Introduction and Demo Videos
  • Architecture
    • Overview
    • Resource Sharing
    • Controller
    • Agent
    • Configuration-Level Resources
  • Developing for Akri
    • Developer Guide
    • Building Containers
    • Custom Discovery Handlers
    • Custom Brokers
    • Mock Discovery Handler for Testing
    • Walkthrough of Implementing a Custom Discovery Handler and Broker
    • End to End Test Workflow
  • Community
    • Roadmap
    • Contributing
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On this page
  • Background
  • Deploying the udev Discovery Handler
  • udev Configuration Settings
  • Discovery Handler Discovery Details Settings
  • Broker Pod Settings
  • Broker Job Settings
  • Disabling Automatic Service Creation
  • Capacity Setting
  • Choosing a udev rule
  • Testing a udev rule
  • Installing Akri with a udev Configuration and Discovery Handler
  • Modifying the udev rule
  • Specifying a broker pod image
  • Setting the broker Pod security context
  • Modifying a Configuration
  • Grouping related device nodes
  • Implementation details

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  1. Discovery Handlers

udev

PreviousOPC UANextDiscovering and Using USB Cameras

Last updated 5 months ago

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Background

Udev is the device manager for Linux. It manages device nodes in the /dev directory, such as microphones, security chips, usb cameras, and so on. Udev can be used to find devices that are attached to or embedded in Linux nodes.

All of Akri's components can be deployed by specifying values in its Helm chart during an installation. This document will cover the values that should be set to (1) deploy the udev Discovery Handlers and (2) apply a Configuration that tells Akri to discover devices using that Discovery Handler.

Deploying the udev Discovery Handler

In order for the Agent to discover udev devices, a udev Discovery Handler must exist. Akri supports an Agent image that includes all supported Discovery Handlers. This Agent will be used if agent.full=true is set. By default, a slim Agent without any embedded Discovery Handlers is deployed and the required Discovery Handlers can be deployed as DaemonSets. This documentation will use that strategy, deploying udev Discovery Handlers by specifying udev.discovery.enabled=true when installing Akri.

udev Configuration Settings

Instead of having to assemble your own udev Configuration yaml, we have provided a . Helm allows us to parametrize the commonly modified fields in our configuration files, and we have provided many for udev (to see them, run helm inspect values akri-helm-charts/akri). To apply the udev Configuration to your cluster, simply set udev.configuration.enabled=true when installing Akri. Be sure to also specify one or more udev rules for the Configuration, as explained .

Discovery Handler Discovery Details Settings

Discovery Handlers are passed discovery details that are set in a Configuration to determine what to discover, filter out of discovery, and so on. The udev Discovery Handler requires that one discovery detail to be provided: .

Helm Key
Value
Default
Description

udev.configuration.discoveryDetails.udevRules

array of udev rules

empty

udev.configuration.discoveryDetails.groupRecursive

boolean

false

If set to true, group devices with a matching parent

The udev Discovery Handler parses the udev rules listed in a Configuration, searches for them using udev, and returns a list of discovered device nodes (ie: /dev/video0). It parses the udev rules via a grammar Akri has created. It expects the udev rules to be formatted according to the .

Udev rule format

While udev rules are normally used to both find devices and perform actions on devices, the Akri udev discovery handler is only interested in finding devices. Consequently, the discovery handler will throw an error if any of the rules contain an action operation ("=" , "+=" , "-=" , ":=") or action fields such as IMPORT in the udev rules. You should only use match operations ("==", "!=") and the following udev fields: ATTRIBUTE, ATTRIBUTE, DEVPATH, DRIVER, DRIVERS, KERNEL, KERNELS, ENV, SUBSYSTEM, SUBSYSTEMS, TAG, and TAGS. To see some examples, reference our example and that we run some tests against.

Broker Pod Settings

Note only a brokerJob OR brokerPod should be specified.

Helm Key
Value
Default
Description

udev.configuration.brokerPod.image.repository

image string

""

image of broker Pod that should be deployed to discovered devices

udev.configuration.brokerPod.image.tag

tag string

"latest"

image tag of broker Pod that should be deployed to discovered devices

udev.configuration.brokerPod.resources.memoryRequest

string

"10Mi"

the minimum amount of RAM that must be available to this Pod for it to be scheduled by the Kubernetes Scheduler. Default based on the Akri udev sample broker. Adjust to the size of your broker.

udev.configuration.brokerPod.resources.cpuRequest

string

"10m"

the minimum amount of CPU that must be available to this Pod for it to be scheduled by the Kubernetes Scheduler. Default based on the Akri udev sample broker. Adjust to the size of your broker.

udev.configuration.brokerPod.resources.memoryLimit

string

"30Mi"

the maximum amount of RAM this Pod can consume. Default based on the Akri udev sample broker. Adjust to the size of your broker.

udev.configuration.brokerPod.resources.cpuLimit

string

"29m"

the maximum amount of CPU this Pod can consume. Default based on the Akri udev sample broker. Adjust to the size of your broker.

Broker Job Settings

Note only a brokerJob OR brokerPod should be specified.

Helm Key
Value
Default
Description

udev.configuration.brokerJob.image.repository

image string

""

image of broker Job that should be deployed to discovered devices

udev.configuration.brokerJob.image.tag

tag string

"latest"

image tag of broker Job that should be deployed to discovered devices

udev.configuration.brokerJob.resources.memoryRequest

string

"10Mi"

the minimum amount of RAM that must be available to this Pod for it to be scheduled by the Kubernetes Scheduler. Default based on the Akri udev sample broker. Adjust to the size of your broker.

udev.configuration.brokerJob.resources.cpuRequest

string

"10m"

the minimum amount of CPU that must be available to this Pod for it to be scheduled by the Kubernetes Scheduler. Default based on the Akri udev sample broker. Adjust to the size of your broker.

udev.configuration.brokerJob.resources.memoryLimit

string

"30Mi"

the maximum amount of RAM this Pod can consume. Default based on the Akri udev sample broker. Adjust to the size of your broker.

udev.configuration.brokerJob.resources.cpuLimit

string

"29m"

the maximum amount of CPU this Pod can consume. Default based on the Akri udev sample broker. Adjust to the size of your broker.

udev.configuration.brokerJob.command

string array

Empty

command to be executed in the Pod

udev.configuration.brokerJob.restartPolicy

string array

OnFailure

RestartPolicy for the Job. Can either be OnFailure or Never for Jobs.

udev.configuration.brokerJob.backoffLimit

number

2

udev.configuration.brokerJob.parallelism

number

1

udev.configuration.brokerJob.completions

number

1

Disabling Automatic Service Creation

By default, if a broker Pod is specified, the generic udev Configuration will create services for all the brokers of a specific Akri Instance and all the brokers of an Akri Configuration. The creation of these services can be disabled.

Helm Key
Value
Default
Description

udev.configuration.createInstanceServices

true, false

true

a service should be automatically created for each broker Pod

udev.configuration.createConfigurationService

true, false

true

a single service should be created for all brokers of a Configuration

Capacity Setting

By default, if a broker Pod is specified, a single broker Pod is deployed to each device. To modify the Configuration so that a device is accessed by more or fewer nodes via broker Pods, update the udev.configuration.capacity setting to reflect the correct number. For example, if your high availability needs are met by having 1 redundant pod, you can update the Configuration like this by setting udev.configuration.capacity=2.

Helm Key
Value
Default
Description

udev.configuration.capacity

number

1

maximum number of brokers that can be deployed to utilize a device (up to 1 per Node)

Choosing a udev rule

To see what devices will be discovered on a specific node by a udev rule, you can use udevadm. For example, to find all devices in the sound subsystem, you could run:

udevadm trigger --verbose --dry-run --type=devices --subsystem-match=sound

To see all the properties of a specific device discovered, you can use udevadm info:

udevadm info --attribute-walk --path=$(udevadm info --query=path /sys/devices/pci0000:00/0000:00:1f.3/sound/card0)

Now, you can see a bunch of attributes you could use to narrow your udev rule. Maybe you decide you want to find all sound devices made by the vendor Great Vendor. You set the following udev rule under the udev Discovery Handler in your Configuration:

discoveryHandler:
  name: udev
  discoveryDetails: |+
    udevRules:
    -  'SUBSYSTEM=="sound", ATTR{vendor}=="Great Vendor"'

Testing a udev rule

To test which devices Akri will discover with a udev rule, you can run the rule locally adding a tag action to it. Then you can search for all devices with that tag, which will be the ones discovered by Akri.

  1. Create a new rules file called 90-akri.rules in the /etc/udev/rules.d directory, and add your udev rule(s) to it. For this example, we will be testing the rule SUBSYSTEM=="sound", KERNEL=="card[0-9]*". Add TAG+="akri_tag" to the end of each rule. Note how 90 is the prefix to the file name. This makes sure these rules are run after the others in the default 70-snap.core.rules, preventing them from being overwritten. Feel free to explore 70-snap.core.rules to see numerous examples of udev rules.

      sudo echo 'SUBSYSTEM=="sound", KERNEL=="card[0-9]*", TAG+="akri_tag"' | sudo tee -a /etc/udev/rules.d/90-akri.rules
  1. Reload the udev rules and trigger them.

     sudo udevadm control --reload
     sudo udevadm trigger
  2. List the devices that have been tagged, which Akri will discover. Akri will only discover devices with device nodes (devices within the /dev directory). These device node paths will be mounted into broker Pods so the brokers can utilize the devices.

     udevadm trigger --verbose --dry-run --type=devices --tag-match=akri_tag | xargs -l bash -c 'if [ -e $0/dev ]; then echo $0/dev; fi'
  3. Explore the attributes of each device in order to decide how to refine your udev rule.

     udevadm trigger --verbose --dry-run --type=devices --tag-match=akri_tag | xargs -l bash -c 'if [ -e $0/dev ]; then echo $0; fi' | xargs -l bash -c 'udevadm info --path=$0 --attribute-walk' | less
  4. Modify the rule as needed, being sure to reload and trigger the rules each time.

  5. Remove the tag from the devices -- note how += turns to -= -- and reload and trigger the udev rules. Alternatively, if you are trying to discover devices with fields that Akri does not yet support, such as ATTRS, you could leave the tag and add it to the rule in your Configuration with TAG=="akri_tag".

       sudo echo 'SUBSYSTEM=="sound", KERNEL=="card[0-9]*", TAG-="akri_tag"' | sudo tee -a /etc/udev/rules.d/90-akri.rules
       sudo udevadm control --reload
       sudo udevadm trigger
  6. Confirm that the tag has been removed and no devices are listed.

     udevadm trigger --verbose --dry-run --type=devices --tag-match=akri_tag
  7. Create an Akri Configuration with your udev rule!

Installing Akri with a udev Configuration and Discovery Handler

Leveraging the above settings, Akri can be installed with the udev Discovery Handler and a udev Configuration with our udev rule specified.

helm repo add akri-helm-charts https://project-akri.github.io/akri/
helm install akri akri-helm-charts/akri \
    --set udev.discovery.enabled=true \
    --set udev.configuration.enabled=true \
    --set udev.configuration.discoveryDetails.udevRules[0]='SUBSYSTEM=="sound"\, ATTR{vendor}=="Great Vendor"'

The following installation examples have been given to show how to the udev Configuration can be tailored to you cluster:

  • Modifying the udev rule

  • Specifying a broker pod image

Modifying the udev rule

The udev Discovery Handler will find all devices that are described by ANY of the udev rules. For example, to discover devices made by either Great Vendor or Awesome Vendor, you could add a second udev rule.

helm repo add akri-helm-charts https://project-akri.github.io/akri/
helm install akri akri-helm-charts/akri \
    --set udev.discovery.enabled=true \
    --set udev.configuration.enabled=true \
    --set udev.configuration.discoveryDetails.udevRules[0]='SUBSYSTEM=="sound"\, ATTR{vendor}=="Great Vendor"' \
    --set udev.configuration.discoveryDetails.udevRules[1]='SUBSYSTEM=="sound"\, ATTR{vendor}=="Awesome Vendor"'

Specifying a broker pod image

Instead of manually deploying Pods to resources advertized by Akri, you can add a broker image to the udev Configuration. Then, a broker will automatically be deployed to each discovered device. The controller will inject the information the broker needs to find its device as environment variables. Namely, it injects an environment variable named UDEV_DEVPATH_{INSTANCE_HASH} which contains the device's sysfs path (i.e. /devices/pci0000:00/0000:00:1f.3/sound/card0/input4). Additionally, if the devnode path is found, it also injects an environment variable named UDEV_DEVNODE_{INSTANCE_HASH} which contains the devnode path for that device (i.e. /dev/snd/pcmC0D0c). The broker can grab these environment variables and proceed to interact with the device. To add a broker to the udev configuration, set the udev.configuration.brokerPod.image.repository value to point to your image. As an example, the installation below will deploy an empty nginx pod for each instance. Instead, you can point to your image, say ghcr.io/<USERNAME>/sound-broker.

helm repo add akri-helm-charts https://project-akri.github.io/akri/
helm install akri akri-helm-charts/akri \
    --set udev.discovery.enabled=true \
    --set udev.configuration.enabled=true \
    --set udev.configuration.discoveryDetails.udevRules[0]='SUBSYSTEM=="sound"\, ATTR{vendor}=="Great Vendor"' \
    --set udev.configuration.brokerPod.image.repository=nginx

Note: set udev.configuration.brokerPod.image.tag to specify an image tag (defaults to latest).

Setting the broker Pod security context

helm repo add akri-helm-charts https://project-akri.github.io/akri/
helm install akri akri-helm-charts/akri \
    --set udev.discovery.enabled=true \
    --set udev.configuration.enabled=true \
    --set udev.configuration.discoveryDetails.udevRules[0]='SUBSYSTEM=="sound"\, ATTR{vendor}=="Great Vendor"' \
    --set udev.configuration.brokerPod.image.repository=nginx \
    --set udev.configuration.brokerPod.securityContext.runAsUser=1000 \
    --set udev.configuration.brokerPod.securityContext.runAsGroup=1000

Modifying a Configuration

Grouping related device nodes

Akri currently provides a way to group device nodes under the topmost matching node, this allows to handle a complex device with multiple device nodes as one Instance.

For example with the following udev device tree and the rule ENV{ID_SERIAL}=="Great Vendor Complex Camera":

root
├── P: /devices/root/device1
│   A: vendor=Great Vendor
│   E: ID_SERIAL=Great Vendor Complex Camera
│   ├── P: /devices/root/device1/video4linux/video0
│   │   A: vendor=Great Vendor
│   │   E: ID_SERIAL=Great Vendor Complex Camera
│   │   E: DEVNAME=/dev/video0
│   ├── P: /devices/root/device1/video4linux/video1
│   │   A: vendor=Great Vendor
│   │   E: ID_SERIAL=Great Vendor Complex Camera
│   │   E: DEVNAME=/dev/video1
│   └── P: /devices/root/device1/sound/card0/pcmC0D0c
│       A: vendor=Great Vendor
│       E: ID_SERIAL=Great Vendor Complex Camera
│       E: DEVNAME=/dev/snd/pcmC0D0c
└── P: /devices/root/device2
    A: vendor=Another Vendor

This would result in a single instance grouping video0, video1 and pcmC0D0c.

All the device nodes will get mounted into the broker pod and will be listed in the environment variables with UDEV_DEVNODE prefix

This behavior can be enabled by setting the udev.configuration.discoveryDetails.groupRecursive to true.

Implementation details

The udev implementation can be understood by looking at several things:

udev rule

If you would like non-terminating workloads ("broker" Pods) to be deployed automatically to discovered cameras, a broker image should be specified (under brokerPod) in the Configuration. Alternatively, if it meets your scenario, you could use the Akri frame server broker ("ghcr.io/project-akri/akri/udev-video-broker"). If you would rather manually deploy pods to utilize the cameras advertized by Akri, don't specify a broker pod and see our documentation on .

If you would like terminating to be deployed automatically to discovered devices, a broker image should be specified (under brokerJob) in the Configuration. A Kubernetes Job deploys a set number of terminating Pods.

defines the Kubernetes Job

defines the Kubernetes Job

defines the Kubernetes Job

For more advanced Configuration changes that are not aided by our Helm chart, we suggest creating a Configuration file using Helm and then manually modifying it. To do this, see our documentation on

Akri will now discover these devices and advertize them to the cluster as resources. Each discovered device is represented as an Akri Instance. To list them, run kubectl get akrii. Note akrii is a short name for Akri Instance. All the instances will be named in the format <configuration-name>-<hash>. You could change the name of the Configuration and resultant Instances to be sound-device by adding --set udev.configuration.name=sound-devices to your installation command. Now, you can schedule pods that request these Instances as resources, as explained in the .

Akri will automatically create a broker for each discovered device. It will also create a service for each broker and one for all brokers of the Configuration that applications can point to. See the to learn how to and in the Configuration.

By default in the generic udev Configuration, the udev broker is run in privileged security context. This container can be customized via Helm. For example, to instead run all processes in the Pod with user ID 1000 and group 1000, do the following:

Akri has provided further documentation on , More information about how to modify an installed Configuration, add additional Configurations to a cluster, or delete a Configuration can be found in the .

defines the required properties

defines udev discovery

defines the udev broker

defines the grammar for parsing udev rules and enumerate which fields are supported (such as ATTR and TAG), which are yet to be supported (ATTRS and TAGS), and which fields will never be supported, mainly due to be assignment rather than matching fields (such as ACTION and GOTO).

requesting resources advertized by Akri
Jobs
requesting akri resources document
security context
UdevDiscoveryDetails
UdevDiscoveryHandler
samples/brokers/udev-video-broker
udev_rule_grammar.pest
Helm template
udev rules
grammar
Linux Man pages
supported rules
unsupported rules
below
backoff failure policy
parallelism
completions
supported by the udev Discovery Handler
Customizing Akri Installation
Customizing an Akri Installation document
Customizing an Akri Installation
modify the broker pod spec
service specs
modifying the broker PodSpec
instanceServiceSpec, or configurationServiceSpec