Azure Cosmos DB (SQL API)
Detailed information on the Azure Cosmos DB (SQL API) state store component
Component format
To setup Azure Cosmos DB state store create a component of type state.azure.cosmosdb
. See this guide on how to create and apply a state store configuration.
apiVersion: dapr.io/v1alpha1
kind: Component
metadata:
name: <NAME>
spec:
type: state.azure.cosmosdb
version: v1
metadata:
- name: url
value: <REPLACE-WITH-URL>
- name: masterKey
value: <REPLACE-WITH-MASTER-KEY>
- name: database
value: <REPLACE-WITH-DATABASE>
- name: collection
value: <REPLACE-WITH-COLLECTION>
Warning
The above example uses secrets as plain strings. It is recommended to use a secret store for the secrets as described here.
If you wish to use Cosmos DB as an actor store, append the following to the yaml.
- name: actorStateStore
value: "true"
Spec metadata fields
Field | Required | Details | Example |
---|---|---|---|
url | Y | The Cosmos DB url | “https://******.documents.azure.com:443/“ . |
masterKey | Y* | The key to authenticate to the Cosmos DB account. Only required when not using Azure AD authentication. | “key” |
database | Y | The name of the database | “db” |
collection | Y | The name of the collection (container) | “collection” |
actorStateStore | N | Consider this state store for actors. Defaults to “false” | “true” , “false” |
Azure Active Directory (Azure AD) authentication
The Azure Cosmos DB state store component supports authentication using all Azure Active Directory mechanisms. For further information and the relevant component metadata fields to provide depending on the choice of Azure AD authentication mechanism, see the docs for authenticating to Azure.
You can read additional information for setting up Cosmos DB with Azure AD authentication in the section below.
Setup Azure Cosmos DB
Follow the instructions from the Azure documentation on how to create an Azure Cosmos DB account. The database and collection must be created in Cosmos DB before Dapr can use it.
Important: The partition key for the collection must be named /partitionKey
(note: this is case-sensitive).
In order to setup Cosmos DB as a state store, you need the following properties:
- URL: the Cosmos DB url. for example:
https://******.documents.azure.com:443/
- Master Key: The key to authenticate to the Cosmos DB account. Skip this if using Azure AD authentication.
- Database: The name of the database
- Collection: The name of the collection (or container)
TTLs and cleanups
This state store supports Time-To-Live (TTL) for records stored with Dapr. When storing data using Dapr, you can set the ttlInSeconds
metadata property to override the default TTL on the CosmodDB container, indicating when the data should be considered “expired”. Note that this value only takes effect if the container’s DefaultTimeToLive
field has a non-NULL value. See the CosmosDB documentation for more information.
Best Practices for Production Use
Azure Cosmos DB shares a strict metadata request rate limit across all databases in a single Azure Cosmos DB account. New connections to Azure Cosmos DB assume a large percentage of the allowable request rate limit. (See the Cosmos DB documentation)
Therefore several strategies must be applied to avoid simultaneous new connections to Azure Cosmos DB:
- Ensure sidecars of applications only load the Azure Cosmos DB component when they require it to avoid unnecessary database connections. This can be done by scoping your components to specific applications.
- Choose deployment strategies that sequentially deploy or start your applications to minimize bursts in new connections to your Azure Cosmos DB accounts.
- Avoid reusing the same Azure Cosmos DB account for unrelated databases or systems (even outside of Dapr). Distinct Azure Cosmos DB accounts have distinct rate limits.
- Increase the
initTimeout
value to allow the component to retry connecting to Azure Cosmos DB during side car initialization for up to 5 minutes. The default value is5s
and should be increased. When using Kubernetes, increasing this value may also require an update to your Readiness and Liveness probes.
spec:
type: state.azure.cosmosdb
version: v1
initTimeout: 5m
metadata:
Data format
To use the Cosmos DB state store, your data must be sent to Dapr in JSON-serialized format. Having it just JSON serializable will not work.
If you are using the Dapr SDKs (for example the .NET SDK), the SDK automatically serializes your data to JSON.
If you want to invoke Dapr’s HTTP endpoint directly, take a look at the examples (using curl) in the Partition keys section below.
Partition keys
For non-actor state operations, the Azure Cosmos DB state store will use the key
property provided in the requests to the Dapr API to determine the Cosmos DB partition key. This can be overridden by specifying a metadata field in the request with a key of partitionKey
and a value of the desired partition.
The following operation uses nihilus
as the partition key value sent to Cosmos DB:
curl -X POST http://localhost:3500/v1.0/state/<store_name> \
-H "Content-Type: application/json"
-d '[
{
"key": "nihilus",
"value": "darth"
}
]'
For non-actor state operations, if you want to control the Cosmos DB partition, you can specify it in metadata. Reusing the example above, here’s how to put it under the mypartition
partition
curl -X POST http://localhost:3500/v1.0/state/<store_name> \
-H "Content-Type: application/json"
-d '[
{
"key": "nihilus",
"value": "darth",
"metadata": {
"partitionKey": "mypartition"
}
}
]'
For actor state operations, the partition key is generated by Dapr using the appId
, the actor type, and the actor id, such that data for the same actor always ends up under the same partition (you do not need to specify it). This is because actor state operations must use transactions, and in Cosmos DB the items in a transaction must be on the same partition.
Setting up Cosmos DB for authenticating with Azure AD
When using the Dapr Cosmos DB state store and authenticating with Azure AD, you need to perform a few additional steps to set up your environment.
Prerequisites:
- You need a Service Principal created as per the instructions in the authenticating to Azure page. You need the ID of the Service Principal for the commands below (note that this is different from the client ID of your application, or the value you use for
azureClientId
in the metadata). - Azure CLI
- jq
- The scripts below are optimized for a bash or zsh shell
Granting your Azure AD application access to Cosmos DB
You can find more information on the official documentation, including instructions to assign more granular permissions.
In order to grant your application permissions to access data stored in Cosmos DB, you need to assign it a custom role for the Cosmos DB data plane. In this example you’re going to use a built-in role, “Cosmos DB Built-in Data Contributor”, which grants your application full read-write access to the data; you can optionally create custom, fine-tuned roles following the instructions in the official docs.
# Name of the Resource Group that contains your Cosmos DB
RESOURCE_GROUP="..."
# Name of your Cosmos DB account
ACCOUNT_NAME="..."
# ID of your Service Principal object
PRINCIPAL_ID="..."
# ID of the "Cosmos DB Built-in Data Contributor" role
# You can also use the ID of a custom role
ROLE_ID="00000000-0000-0000-0000-000000000002"
az cosmosdb sql role assignment create \
--account-name "$ACCOUNT_NAME" \
--resource-group "$RESOURCE_GROUP" \
--scope "/" \
--principal-id "$PRINCIPAL_ID" \
--role-definition-id "$ROLE_ID"
Related links
- Basic schema for a Dapr component
- Read this guide for instructions on configuring state store components
- State management building block
Last modified June 19, 2023: Merge pull request #3565 from dapr/aacrawfi/skip-secrets-close (b1763bf)