IoT – Blog – René Hézser

Azure IoT Edge not starting

Sometimes a permission denied is a permission denied 🙁

[INFO] - Starting Azure IoT Edge Security Daemon [INFO] - Version - 1.0.10~rc1 [INFO] - Using config file: /etc/iotedge/config.yaml [INFO] - Configuring /var/lib/iotedge as the home directory. [INFO] - Configuring certificates… [INFO] - Transparent gateway certificates not found, operating in quick start mode… [INFO] - Finished configuring provisioning environment variables and certificates. [INFO] - Initializing hsm… [INFO] - Finished initializing hsm. [INFO] - Provisioning edge device… [INFO] - Starting provisioning edge device via manual mode using a device connection string… [INFO] - Manually provisioning device "iotedgedevice" in hub "iothub.azure-devices.net" [INFO] - Finished provisioning edge device. [INFO] - Initializing the module runtime… [INFO] - Initializing module runtime… [INFO] - Using runtime network id azure-iot-edge [WARN] - Could not initialize module runtime [WARN] - caused by: Container runtime error [WARN] - caused by: error trying to connect: Permission denied (os error 13) [ERR!] - The daemon could not start up successfully: Could not initialize module runtime [ERR!] - caused by: Could not initialize module runtime [ERR!] - caused by: Container runtime error [ERR!] - caused by: error trying to connect: Permission denied (os error 13)

This is the output I got viajournalctl -u iotedge -f on a testinstallation.

For troubleshooting purpose I looked at the https://docs.microsoft.com/en-us/azure/iot-edge/troubleshoot guide. But nothing solved my problem. Then I disabled http and mqtt support as of https://docs.microsoft.com/en-us/azure/iot-edge/production-checklist. Still not starting.

Finally I got it up and running by creating a docker group, adding iotedge to it and changed the group ownership of the /var/run/docker.sock file sudo chown root:docker /var/run/docker.sock

This post is meant to be found via search engines if you (or me again) has the same startup problems.

My context: Ubuntu 20.04 with snap installed docker

Properties for IoT Messages in Azure Stream Analytics

Azure, IoT, Stream Analytics by René Hézser

In this post I want to show how to use properties that are added to messages that IoT devices are sending to Azure IoT Hub in Stream Analytics. And while talking about properties, let’s even use message enrichment 🙂

Sample Message

The green properties will be added by the Message enrichment feature of IoT Hub, as the data is not most likely not known on the IoT device or does not need to be transferred with each message.

{
  "body": {
    "messageId": 2300,
    "temperature": 28,
    "humidity": 66
  },
  "enqueuedTime": "2020-05-08T09:55:24.886Z",
  "properties": {
    "temperatureAlert": "false",
    <span class="has-inline-color has-vivid-green-cyan-color">"CustomerName": "Microsoft Deutschland GmbH",
    "CustomerId": "4711"</span>
  }
}

{

"body": {

"messageId": 2300,

"temperature": 28,

"humidity": 66

"enqueuedTime": "2020-05-08T09:55:24.886Z",

"properties": {

"temperatureAlert": "false",

<span class="has-inline-color has-vivid-green-cyan-color">"CustomerName": "Microsoft Deutschland GmbH",

"CustomerId": "4711"</span>

}

Sample IoT Device

This message is sent by a sample C# client. I used this one: https://github.com/Azure-Samples/azure-iot-samples-csharp/tree/master/iot-hub/Samples/device/MessageSample

The code that sends the message with the alert property has been adjusted to this:

string dataBuffer = $"{{\"messageId\":{count},\"temperature\":{_temperature},\"humidity\":{_humidity}}}";
using (var eventMessage = new Message(Encoding.UTF8.GetBytes(dataBuffer)))
{
    eventMessage.Properties.Add("temperatureAlert", (_temperature > TemperatureThreshold) ? "true" : "false");

string dataBuffer = $"{{\"messageId\":{count},\"temperature\":{_temperature},\"humidity\":{_humidity}}}";

using (var eventMessage = new Message(Encoding.UTF8.GetBytes(dataBuffer)))

{

eventMessage.Properties.Add("temperatureAlert", (_temperature > TemperatureThreshold) ? "true" : "false");

Configure IoT Hub

Device Twin

In most cases the IoT (Edge) device does not know which customer it is associated, as it does not need to know. For further processing of the data – or for device management – this information is relevant. Therefore we add this information to the device twin in Azure IoT Hub.

 "version": 3,
  "tags": {
    "customer": {
      "id": "4711",
      "name": "Microsoft Deutschland GmbH"
    }
  },
  "properties": {

"version": 3,

"tags": {

"customer": {

"id": "4711",

"name": "Microsoft Deutschland GmbH"

}

"properties": {

The property names do not need to match the desired properties that will be added via message enrichment. You can choose a structure that fits best.

Message Enrichment

We want to add the customer number and id from the device twins to the message before it is being passed along to an endpoint.

As you can see the name of the property that is added does not need to match the name of the twin properties. Make sure you add the message enrichment to the right endpoint(s). You can decide to add different properties to messages that are routed to different endpoints.

Azure Stream Analytics

In the Stream Analytics job we use a SQL like query to filter the incoming message stream and route the messages to endpoints. The query will work fine as long as you use only the columns that are in the body of the messages (like “temperature” or “humidity” in this examle).

To be able to use the values in the properties, we need to use the GetMetadataPropertyValue function. Please take not of the sentence on the docs page: This function cannot be tested on the Azure portal using sample data

Query

SELECT
    GetMetadataPropertyValue(&#91;IoTHub-Messaging], '&#91;User].&#91;temperatureAlert]') AS temperaturealert,
    GetMetadataPropertyValue(&#91;IoTHub-Messaging], '&#91;User].&#91;CustomerName]') AS customername,
    GetMetadataPropertyValue(&#91;IoTHub-Messaging], '&#91;User].&#91;CustomerId]') AS customerid,
    *

SELECT

GetMetadataPropertyValue([IoTHub-Messaging], '[User].[temperatureAlert]') AS temperaturealert,

GetMetadataPropertyValue([IoTHub-Messaging], '[User].[CustomerName]') AS customername,

GetMetadataPropertyValue([IoTHub-Messaging], '[User].[CustomerId]') AS customerid,

The first three columns are our property and message enrichment columns while the other columns are all added as well.

Output

Let’s assume we want to add all message to a storage account where the customer id is part of the path.

This will work, as we added the customerid column in the query and it can be used for the path. Remember this is a demo and we only use the customerid as part of the path.

In the architecture diagram at the beginning of the post an Alert route is drawn. You can achieve this by adding a second query to the job which routes certain messages to that output.

IoT-Edge-HddMonitoring

Azure, IoT, IoT Edge by René Hézser

With Azure IoT Edge you can deploy modules (also known as Docker Containers) to a server. I’ve created a sample solution on GitHub that deploys a module which monitors the temperature of the harddisk that the server is running on.

https://github.com/ReneHezser/IoT-Edge-HddMonitoring

The repository can be a starting point for further customization.

VisionAI DevKit won’t deploy a module

Docker, IoT Edge, VisionAI DevKit by René Hézser

Today my VisionAI DevKit was not deploying a module. In the logs (sudo journalctl -u iotedge -f) I could see the deployment was received:

Successfully pulled image machinelearndfd8df7d.azurecr.io/mobilenetimagenet:3 Creating module VisionSampleImagenet… Could not create module VisionSampleImagenet caused by: No such image: machinelearndfd8df7d.azurecr.io/mobilenetimagenet:3

Strange. During troubleshooting I started docker images and saw a lot of older images and versions. After deleting a log of them with docker image rm xyz the deployment succeeded and the module started. 🙂

Learning: Clean up the mess…

Session auf der Iot-Konferenz

IoT, Konferenz by René Hézser

Mit dem Thema “IoT – Raus aus der Update-Hölle” bin ich als Sprecher auf der https://www.iot-konferenz.de im Oktober in München unterwegs.

Ich freu mich drauf 🙂

Category: IoT