Muokkaa

Jaa

Create multiple Azure Functions triggers for Azure Cosmos DB

  • Artikkeli

APPLIES TO: NoSQL

This article describes how you can configure multiple Azure Functions triggers for Azure Cosmos DB to work in parallel and independently react to changes.

Serverless event-based Functions working with the Azure Functions trigger for Azure Cosmos DB and sharing a leases container

Event-based architecture requirements

When building serverless architectures with Azure Functions, it's recommended to create small function sets that work together instead of large long running functions.

As you build event-based serverless flows using the Azure Functions trigger for Azure Cosmos DB, you'll run into the scenario where you want to do multiple things whenever there is a new event in a particular Azure Cosmos DB container. If actions you want to trigger, are independent from one another, the ideal solution would be to create one Azure Functions triggers for Azure Cosmos DB per action you want to do, all listening for changes on the same Azure Cosmos DB container.

Optimizing containers for multiple Triggers

Given the requirements of the Azure Functions trigger for Azure Cosmos DB, we need a second container to store state, also called, the leases container. Does this mean that you need a separate leases container for each Azure Function?

Here, you have two options:

  • Create one leases container per Function: This approach can translate into additional costs, unless you're using a shared throughput database. Remember, that the minimum throughput at the container level is 400 Request Units, and in the case of the leases container, it is only being used to checkpoint the progress and maintain state.
  • Have one lease container and share it for all your Functions: This second option makes better use of the provisioned Request Units on the container, as it enables multiple Azure Functions to share and use the same provisioned throughput.

The goal of this article is to guide you to accomplish the second option.

Configuring a shared leases container

To configure the shared leases container, the only extra configuration you need to make on your triggers is to add the LeaseContainerPrefix attribute if you are using C# or leaseContainerPrefix attribute if you are using JavaScript. The value of the attribute should be a logical descriptor of what that particular trigger.

For example, if you have three Triggers: one that sends emails, one that does an aggregation to create a materialized view, and one that sends the changes to another storage, for later analysis, you could assign the LeaseContainerPrefix of "emails" to the first one, "materialized" to the second one, and "analytics" to the third one.

The important part is that all three Triggers can use the same leases container configuration (account, database, and container name).

A very simple code samples using the LeaseContainerPrefix attribute in C#, would look like this:

using Microsoft.Azure.WebJobs;
using Microsoft.Azure.WebJobs.Host;
using System.Collections.Generic;
using Microsoft.Extensions.Logging;

[FunctionName("SendEmails")]
public static void SendEmails([CosmosDBTrigger(
    databaseName: "ToDoItems",
    containerName: "Items",
    Connection = "CosmosDBConnection",
    LeaseContainerName = "leases",
    LeaseContainerPrefix = "emails")]IReadOnlyList<MyItem> items,
    ILogger log)
{
    ...
}

[FunctionName("MaterializedViews")]
public static void MaterializedViews([CosmosDBTrigger(
    databaseName: "ToDoItems",
    containerName: "Items",
    Connection = "CosmosDBConnection",
    LeaseContainerName = "leases",
    LeaseContainerPrefix = "materialized")]IReadOnlyList<MyItem> items,
    ILogger log)
{
    ...
}

And for JavaScript, you can apply the configuration on the function.json file, with the leaseContainerPrefix attribute:

{
    "type": "cosmosDBTrigger",
    "name": "documents",
    "direction": "in",
    "leaseContainerName": "leases",
    "connection": "CosmosDBConnection",
    "databaseName": "ToDoItems",
    "containerName": "Items",
    "leaseContainerPrefix": "emails"
},
{
    "type": "cosmosDBTrigger",
    "name": "documents",
    "direction": "in",
    "leaseContainerName": "leases",
    "connection": "CosmosDBConnection",
    "databaseName": "ToDoItems",
    "containerName": "Items",
    "leaseContainerPrefix": "materialized"
}

Note

Always monitor on the Request Units provisioned on your shared leases container. Each Trigger that shares it, will increase the throughput average consumption, so you might need to increase the provisioned throughput as you increase the number of Azure Functions that are using it.

Next steps