Order device connection events from Azure IoT Hub using Azure Cosmos DB

Azure Event Grid helps you build event-based applications and easily integrate IoT events in your business solutions. This article walks you through a setup which can be used to track and store the latest device connection state in Cosmos DB. We will use the sequence number available in the Device Connected and Device Disconnected events and store the latest state in Cosmos DB. We are going to use a stored procedure, which is an application logic that is executed against a collection in Cosmos DB.

The sequence number is a string representation of a hexadecimal number. You can use string compare to identify the larger number. If you are converting the string to hex, then the number will be a 256-bit number. The sequence number is strictly increasing, and the latest event will have a higher number than other events. This is useful if you have frequent device connects and disconnects, and want to ensure only the latest event is used to trigger a downstream action, as Azure Event Grid doesn’t support ordering of events.


  • An active Azure account. If you don't have one, you can create a free account.

  • An active Azure Cosmos DB SQL API account. If you haven't created one yet, see Create a database account for a walkthrough.

  • A collection in your database. See Add a collection for a walkthrough. When you create your collection, use /id for the partition key.

  • An IoT Hub in Azure. If you haven't created one yet, see Get started with IoT Hub for a walkthrough.

Create a stored procedure

First, create a stored procedure and set it up to run a logic that compares sequence numbers of incoming events and records the latest event per device in the database.

  1. In your Cosmos DB SQL API, select Data Explorer > Items > New Stored Procedure.

    Create stored procedure

  2. Enter LatestDeviceConnectionState for the stored procedure ID and paste the following in the Stored Procedure body. Note that this code should replace any existing code in the stored procedure body. This code maintains one row per device ID and records the latest connection state of that device ID by identifying the highest sequence number.

    function UpdateDevice(deviceId, moduleId, hubName, connectionState, connectionStateUpdatedTime, sequenceNumber) {
      var collection = getContext().getCollection();
      var response = {};
      var docLink = getDocumentLink(deviceId, moduleId);
      var isAccepted = collection.readDocument(docLink, function(err, doc) {
        if (err) {
          console.log('Cannot find device ' + docLink + ' - ');
        } else {
          console.log('Document Found - ');
      function replaceDocument(document) {
          'Old Seq :' +
            document.sequenceNumber +
            ' New Seq: ' +
            sequenceNumber +
            ' - '
        if (sequenceNumber > document.sequenceNumber) {
          document.connectionState = connectionState;
          document.connectionStateUpdatedTime = connectionStateUpdatedTime;
          document.sequenceNumber = sequenceNumber;
          console.log('replace doc - ');
          isAccepted = collection.replaceDocument(docLink, document, function(
          ) {
            if (err) {
            } else {
        } else {
            .setBody('Old Event - current: ' + document.sequenceNumber + ' Incoming: ' + sequenceNumber);
      function createDocument() {
        document = {
          id: deviceId + '-' + moduleId,
          deviceId: deviceId,
          moduleId: moduleId,
          hubName: hubName,
          connectionState: connectionState,
          connectionStateUpdatedTime: connectionStateUpdatedTime,
          sequenceNumber: sequenceNumber
        console.log('Add new device - ' + collection.getAltLink());
        isAccepted = collection.createDocument(
          function(err, doc) {
            if (err) {
            } else {
      function getDocumentLink(deviceId, moduleId) {
        return collection.getAltLink() + '/docs/' + deviceId + '-' + moduleId;
  3. Save the stored procedure:

    save stored procedure

Create a logic app

First, create a logic app and add an Event grid trigger that monitors the resource group for your virtual machine.

Create a logic app resource

  1. In the Azure portal, select +Create a resource, select Integration and then Logic App.

    Create logic app

  2. Give your logic app a name that's unique in your subscription, then select the same subscription, resource group, and location as your IoT hub.

    New logic app

  3. Select Create to create the logic app.

    You've now created an Azure resource for your logic app. After Azure deploys your logic app, the Logic Apps Designer shows you templates for common patterns so you can get started faster.


    To find and open your logic app again, select Resource groups and select the resource group you are using for this how-to. Then select your new logic app. This opens the Logic App Designer.

  4. In the Logic App Designer, scroll to the right until you see common triggers. Under Templates, choose Blank Logic App so that you can build your logic app from scratch.

Select a trigger

A trigger is a specific event that starts your logic app. For this tutorial, the trigger that sets off the workflow is receiving a request over HTTP.

  1. In the connectors and triggers search bar, type HTTP and hit Enter.

  2. Select Request - When an HTTP request is received as the trigger.

    Select HTTP request trigger

  3. Select Use sample payload to generate schema.

    Use sample payload to generate a schema

  4. Paste the following sample JSON code into the text box, then select Done:

     "id": "fbfd8ee1-cf78-74c6-dbcf-e1c58638ccbd",
     "subject": "devices/Demo-Device-1",
     "eventType": "Microsoft.Devices.DeviceConnected",
     "eventTime": "2018-07-03T23:20:11.6921933+00:00",
     "data": {
       "deviceConnectionStateEventInfo": {
       "hubName": "MYIOTHUB",
       "deviceId": "48e44e11-1437-4907-83b1-4a8d7e89859e",
       "moduleId": ""
     "dataVersion": "1",
     "metadataVersion": "1"

    Paste sample JSON payload

  5. You may receive a pop-up notification that says, Remember to include a Content-Type header set to application/json in your request. You can safely ignore this suggestion, and move on to the next section.

Create a condition

In your logic app workflow, conditions help run specific actions after passing that specific condition. Once the condition is met, a desired action can be defined. For this tutorial, the condition is to check whether eventType is device connected or device disconnected. The action will be to execute the stored procedure in your database.

  1. Select + New step then Built-in, then find and select Condition. Click in Choose a value and a box will pop up showing the Dynamic content -- the fields that can be selected. Fill in the fields as shown below to only execute this for Device Connected and Device Disconnected events:

    • Choose a value: eventType -- select this from the fields in the dynamic content that appear when you click on this field.

    • Change "is equal to" to ends with.

    • Choose a value: nected.

      Fill Condition

  2. In the if true dialog, click on Add an action.

    Add action if true

  3. Search for Cosmos DB and select Azure Cosmos DB - Execute stored procedure

    Search for CosmosDB

  4. Fill in cosmosdb-connection for the Connection Name and select the entry in the table, then select Create. You see the Execute stored procedure panel. Enter the values for the fields:

    Database ID: ToDoList

    Collection ID: Items

    Sproc ID: LatestDeviceConnectionState

  5. Select Add new parameter. In the dropdown that appears, check the boxes next to Partition key and Parameters for the stored procedure, then click anywhere else on the screen; it adds a field for partition key value and a field for parameters for the stored procedure.

    Screenshot shows an Execute stored procedure item with Add new parameter selected.

  6. Now enter the partition key value and parameters as shown below. Be sure to put in the brackets and double-quotes as shown. You may have to click Add dynamic content to get the valid values you can use here.

    Screenshot shows an Execute stored procedure item with parameters entered.

  7. At the top of the pane where it says For Each, under Select an output from previous steps, make sure it Body is selected.

    populate logic app for-each

  8. Save your logic app.

Copy the HTTP URL

Before you leave the Logic Apps Designer, copy the URL that your logic app is listening to for a trigger. You use this URL to configure Event Grid.

  1. Expand the When a HTTP request is received trigger configuration box by clicking on it.

  2. Copy the value of HTTP POST URL by selecting the copy button next to it.

    Copy the HTTP POST URL

  3. Save this URL so that you can refer to it in the next section.

Configure subscription for IoT Hub events

In this section, you configure your IoT Hub to publish events as they occur.

  1. In the Azure portal, navigate to your IoT hub.

  2. Select Events.

    Open the Event Grid details

  3. Select + Event subscription.

    Create new event subscription

  4. Fill in Event Subscription Details: Provide a descriptive name and select Event Grid Schema.

  5. Fill in the Event Types fields. In the dropdown list, select only Device Connected and Device Disconnected from the menu. Click anywhere else on the screen to close the list and save your selections.

    Set event types to look for

  6. For Endpoint Details, select Endpoint Type as Web Hook and click on select endpoint and paste the URL that you copied from your logic app and confirm selection.

    Select endpoint url

  7. The form should now look similar to the following example:

    Sample event subscription form

    Select Create to save the event subscription.

Observe events

Now that your event subscription is set up, let's test by connecting a device.

Register a device in IoT Hub

  1. From your IoT hub, select IoT Devices.

  2. Select +Add at the top of the pane.

  3. For Device ID, enter Demo-Device-1.

  4. Select Save.

  5. You can add multiple devices with different device IDs.

    Devices added to hub

  6. Click on the device again; now the connection strings and keys will be filled in. Copy the Connection string -- primary key for later use.

    ConnectionString for device

Start Raspberry Pi simulator

Let's use the Raspberry Pi web simulator to simulate device connection.

Start Raspberry Pi simulator

Run a sample application on the Raspberry Pi web simulator

This will trigger a device connected event.

  1. In the coding area, replace the placeholder in Line 15 with your Azure IoT Hub device connection string that you saved at the end of the previous section.

    Paste in device connection string

  2. Run the application by selecting Run.

You see something similar to the following output that shows the sensor data and the messages that are sent to your IoT hub.

Running the application

Click Stop to stop the simulator and trigger a Device Disconnected event.

You have now run a sample application to collect sensor data and send it to your IoT hub.

Observe events in Cosmos DB

You can see results of the executed stored procedure in your Cosmos DB document. Here's what it looks like. Each row contains the latest device connection state per device.

How to outcome

Use the Azure CLI

Instead of using the Azure portal, you can accomplish the IoT Hub steps using the Azure CLI. For details, see the Azure CLI pages for creating an event subscription and creating an IoT device.

Clean up resources

This tutorial used resources that incur charges on your Azure subscription. When you're finished trying out the tutorial and testing your results, disable or delete resources that you don't want to keep.

If you don't want to lose the work on your logic app, disable it instead of deleting it.

  1. Navigate to your logic app.

  2. On the Overview blade, select Delete or Disable.

    Each subscription can have one free IoT hub. If you created a free hub for this tutorial, then you don't need to delete it to prevent charges.

  3. Navigate to your IoT hub.

  4. On the Overview blade, select Delete.

    Even if you keep your IoT hub, you may want to delete the event subscription that you created.

  5. In your IoT hub, select Event Grid.

  6. Select the event subscription that you want to remove.

  7. Select Delete.

To remove an Azure Cosmos DB account from the Azure portal, right-click the account name and click Delete account. See detailed instructions for deleting an Azure Cosmos DB account.

Next steps