To setup Redis state store create a component of type state.redis
. 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.redis
version: v1
metadata:
- name: redisHost
value: <HOST>
- name: redisPassword # Optional.
value: <PASSWORD>
- name: useEntraID
value: <bool> # Optional. Allowed: true, false.
- name: enableTLS
value: <bool> # Optional. Allowed: true, false.
- name: clientCert
value: # Optional
- name: clientKey
value: # Optional
- name: maxRetries
value: # Optional
- name: maxRetryBackoff
value: # Optional
- name: failover
value: <bool> # Optional. Allowed: true, false.
- name: sentinelMasterName
value: <string> # Optional
- name: sentinelUsername
value: # Optional
- name: sentinelPassword
value: # Optional
- name: redeliverInterval
value: # Optional
- name: processingTimeout
value: # Optional
- name: redisType
value: # Optional
- name: redisDB
value: # Optional
- name: redisMaxRetries
value: # Optional
- name: redisMinRetryInterval
value: # Optional
- name: redisMaxRetryInterval
value: # Optional
- name: dialTimeout
value: # Optional
- name: readTimeout
value: # Optional
- name: writeTimeout
value: # Optional
- name: poolSize
value: # Optional
- name: poolTimeout
value: # Optional
- name: maxConnAge
value: # Optional
- name: minIdleConns
value: # Optional
- name: idleCheckFrequency
value: # Optional
- name: idleTimeout
value: # Optional
- name: ttlInSeconds
value: <int> # Optional
- name: queryIndexes
value: <string> # Optional
# Uncomment this if you wish to use Redis as a state store for actors (optional)
#- name: actorStateStore
# value: "true"
If you wish to use Redis as an actor store, append the following to the yaml.
- name: actorStateStore
value: "true"
Field | Required | Details | Example |
---|---|---|---|
redisHost | Y | Connection-string for the redis host | localhost:6379 , redis-master.default.svc.cluster.local:6379 |
redisPassword | N | Password for Redis host. No Default. Can be secretKeyRef to use a secret reference | "" , "KeFg23!" |
redisUsername | N | Username for Redis host. Defaults to empty. Make sure your redis server version is 6 or above, and have created acl rule correctly. | "" , "default" |
useEntraID | N | Implements EntraID support for Azure Cache for Redis. Before enabling this:
| "true" , "false" |
enableTLS | N | If the Redis instance supports TLS with public certificates, can be configured to be enabled or disabled. Defaults to "false" | "true" , "false" |
clientCert | N | The content of the client certificate, used for Redis instances that require client-side certificates. Must be used with clientKey and enableTLS must be set to true. It is recommended to use a secret store as described here | "----BEGIN CERTIFICATE-----\nMIIC..." |
clientKey | N | The content of the client private key, used in conjunction with clientCert for authentication. It is recommended to use a secret store as described here | "----BEGIN PRIVATE KEY-----\nMIIE..." |
maxRetries | N | Maximum number of retries before giving up. Defaults to 3 | 5 , 10 |
maxRetryBackoff | N | Maximum backoff between each retry. Defaults to 2 seconds; "-1" disables backoff. | 3000000000 |
failover | N | Property to enable failover configuration. Needs sentinelMasterName to be set. The redisHost should be the sentinel host address. See Redis Sentinel Documentation. Defaults to "false" | "true" , "false" |
sentinelMasterName | N | The sentinel master name. See Redis Sentinel Documentation | "" , "mymaster" |
sentinelUsername | N | Username for Redis Sentinel. Applicable only when “failover” is true, and Redis Sentinel has authentication enabled | "username" |
sentinelPassword | N | Password for Redis Sentinel. Applicable only when “failover” is true, and Redis Sentinel has authentication enabled | "password" |
redeliverInterval | N | The interval between checking for pending messages to redelivery. Defaults to "60s" . "0" disables redelivery. | "30s" |
processingTimeout | N | The amount time a message must be pending before attempting to redeliver it. Defaults to "15s" . "0" disables redelivery. | "30s" |
redisType | N | The type of redis. There are two valid values, one is "node" for single node mode, the other is "cluster" for redis cluster mode. Defaults to "node" . | "cluster" |
redisDB | N | Database selected after connecting to redis. If "redisType" is "cluster" this option is ignored. Defaults to "0" . | "0" |
redisMaxRetries | N | Alias for maxRetries . If both values are set maxRetries is ignored. | "5" |
redisMinRetryInterval | N | Minimum backoff for redis commands between each retry. Default is "8ms" ; "-1" disables backoff. | "8ms" |
redisMaxRetryInterval | N | Alias for maxRetryBackoff . If both values are set maxRetryBackoff is ignored. | "5s" |
dialTimeout | N | Dial timeout for establishing new connections. Defaults to "5s" . | "5s" |
readTimeout | N | Timeout for socket reads. If reached, redis commands will fail with a timeout instead of blocking. Defaults to "3s" , "-1" for no timeout. | "3s" |
writeTimeout | N | Timeout for socket writes. If reached, redis commands will fail with a timeout instead of blocking. Defaults is readTimeout. | "3s" |
poolSize | N | Maximum number of socket connections. Default is 10 connections per every CPU as reported by runtime.NumCPU. | "20" |
poolTimeout | N | Amount of time client waits for a connection if all connections are busy before returning an error. Default is readTimeout + 1 second. | "5s" |
maxConnAge | N | Connection age at which the client retires (closes) the connection. Default is to not close aged connections. | "30m" |
minIdleConns | N | Minimum number of idle connections to keep open in order to avoid the performance degradation associated with creating new connections. Defaults to "0" . | "2" |
idleCheckFrequency | N | Frequency of idle checks made by idle connections reaper. Default is "1m" . "-1" disables idle connections reaper. | "-1" |
idleTimeout | N | Amount of time after which the client closes idle connections. Should be less than server’s timeout. Default is "5m" . "-1" disables idle timeout check. | "10m" |
ttlInSeconds | N | Allows specifying a default Time-to-live (TTL) in seconds that will be applied to every state store request unless TTL is explicitly defined via the request metadata. | 600 |
queryIndexes | N | Indexing schemas for querying JSON objects | see Querying JSON objects |
actorStateStore | N | Consider this state store for actors. Defaults to "false" | "true" , "false" |
Dapr can use any Redis instance: containerized, running on your local dev machine, or a managed cloud service.
A Redis instance is automatically created as a Docker container when you run dapr init
You can use Helm to quickly create a Redis instance in our Kubernetes cluster. This approach requires Installing Helm.
Install Redis into your cluster. Note that we’re explicitly setting an image tag to get a version greater than 5, which is what Dapr’ pub/sub functionality requires. If you’re intending on using Redis as just a state store (and not for pub/sub), you do not have to set the image version.
helm repo add bitnami https://charts.bitnami.com/bitnami
helm install redis bitnami/redis
Run kubectl get pods
to see the Redis containers now running in your cluster.
Add redis-master:6379
as the redisHost
in your redis.yaml file. For example:
metadata:
- name: redisHost
value: redis-master:6379
Next, get the Redis password, which is slightly different depending on the OS we’re using:
Windows: Run kubectl get secret --namespace default redis -o jsonpath="{.data.redis-password}" > encoded.b64
, which creates a file with your encoded password. Next, run certutil -decode encoded.b64 password.txt
, which will put your redis password in a text file called password.txt
. Copy the password and delete the two files.
Linux/MacOS: Run kubectl get secret --namespace default redis -o jsonpath="{.data.redis-password}" | base64 --decode
and copy the outputted password.
Add this password as the redisPassword
value in your redis.yaml file. For example:
metadata:
- name: redisPassword
value: lhDOkwTlp0
Create an Azure Cache for Redis instance using the official Microsoft documentation.
Once your instance is created, grab the Host name (FQDN) and your access key from the Azure portal.
Add your key and your host name to a redis.yaml
file that Dapr can apply to your cluster.
redis.yaml
.redis.yaml
file as specified in the Component format section.Set the redisHost
key to [HOST NAME FROM PREVIOUS STEP]:6379
and the redisPassword
key to the key you saved earlier.
Note: In a production-grade application, follow secret management instructions to securely manage your secrets.
Enable EntraID support:
useEntraID
to "true"
to implement EntraID support for Azure Cache for Redis.Set enableTLS
to "true"
to support TLS.
Note:
useEntraID
assumes that either your UserPrincipal (via AzureCLICredential) or the SystemAssigned managed identity have the RedisDataOwner role permission. If a user-assigned identity is used, you need to specify theazureClientID
property.
In addition to supporting storing and querying state data as key/value pairs, the Redis state store optionally supports querying of JSON objects to meet more complex querying or filtering requirements. To enable this feature, the following steps are required:
queryIndexes
entry in the metadata of the component config. The value of the queryIndexes
is a JSON array of the following format:[
{
"name": "<indexing name>",
"indexes": [
{
"key": "<JSONPath-like syntax for selected element inside documents>",
"type": "<value type (supported types: TEXT, NUMERIC)>",
},
...
]
},
...
]
metadata.contentType=application/json
URL query parameter to HTTP API request"contentType": "application/json"
pair to the metadata of gRPC API requestmetadata.contentType=application/json&metadata.queryIndexName=<indexing name>
URL query parameters to HTTP API request"contentType" : "application/json"
and "queryIndexName" : "<indexing name>"
pairs to the metadata of gRPC API requestConsider an example where you store documents like that:
{
"key": "1",
"value": {
"person": {
"org": "Dev Ops",
"id": 1036
},
"city": "Seattle",
"state": "WA"
}
}
The component config file containing corresponding indexing schema looks like that:
apiVersion: dapr.io/v1alpha1
kind: Component
metadata:
name: statestore
spec:
type: state.redis
version: v1
initTimeout: 1m
metadata:
- name: redisHost
value: "localhost:6379"
- name: redisPassword
value: ""
- name: queryIndexes
value: |
[
{
"name": "orgIndx",
"indexes": [
{
"key": "person.org",
"type": "TEXT"
},
{
"key": "person.id",
"type": "NUMERIC"
},
{
"key": "state",
"type": "TEXT"
},
{
"key": "city",
"type": "TEXT"
}
]
}
]
Consecutively, you can now store, retrieve, and query these documents.
Consider the example from “How-To: Query state” guide. Let’s run it with Redis.
If you are using a self-hosted deployment of Dapr, a Redis instance without the JSON module is automatically created as a Docker container when you run dapr init
.
Alternatively, you can create an instance of Redis by running the following command:
docker run -p 6379:6379 --name redis --rm redis
The Redis container that gets created on dapr init or via the above command, cannot be used with state store query API alone. You can run redislabs/rejson docker image on a different port(than the already installed Redis is using) to work with they query API.
Note:
redislabs/rejson
has support only for amd64 architecture.
Use following command to create an instance of redis compatible with query API.
docker run -p 9445:9445 --name rejson --rm redislabs/rejson:2.0.6
Follow instructions for Redis deployment in Kubernetes with one extra detail.
When installing Redis Helm package, provide a configuration file that specifies container image and enables required modules:
helm install redis bitnami/redis --set image.tag=6.2 -f values.yaml
where values.yaml
looks like:
image:
repository: redislabs/rejson
tag: 2.0.6
master:
extraFlags:
- --loadmodule
- /usr/lib/redis/modules/rejson.so
- --loadmodule
- /usr/lib/redis/modules/redisearch.so
Azure Redis managed service does not support the RedisJson module and cannot be used with query.
Follow instructions for Redis deployment in AWS.
For query support you need to enable RediSearch and RedisJson.
Memory Store does not support modules and cannot be used with query.
Next is to start a Dapr application. Refer to this component configuration file, which contains query indexing schemas. Make sure to modify the redisHost
to reflect the local forwarding port which redislabs/rejson
uses.
dapr run --app-id demo --dapr-http-port 3500 --resources-path query-api-examples/components/redis
Now populate the state store with the employee dataset, so you can then query it later.
curl -X POST -H "Content-Type: application/json" -d @query-api-examples/dataset.json \
http://localhost:3500/v1.0/state/querystatestore?metadata.contentType=application/json
To make sure the data has been properly stored, you can retrieve a specific object
curl http://localhost:3500/v1.0/state/querystatestore/1?metadata.contentType=application/json
The result will be:
{
"city": "Seattle",
"state": "WA",
"person": {
"org": "Dev Ops",
"id": 1036
}
}
Now, let’s find all employees in the state of California and sort them by their employee ID in descending order.
This is the query:
{
"filter": {
"EQ": { "state": "CA" }
},
"sort": [
{
"key": "person.id",
"order": "DESC"
}
]
}
Execute the query with the following command:
curl -s -X POST -H "Content-Type: application/json" -d @query-api-examples/query1.json \
'http://localhost:3500/v1.0-alpha1/state/querystatestore/query?metadata.contentType=application/json&metadata.queryIndexName=orgIndx'
The result will be:
{
"results": [
{
"key": "3",
"data": {
"person": {
"org": "Finance",
"id": 1071
},
"city": "Sacramento",
"state": "CA"
},
"etag": "1"
},
{
"key": "7",
"data": {
"person": {
"org": "Dev Ops",
"id": 1015
},
"city": "San Francisco",
"state": "CA"
},
"etag": "1"
},
{
"key": "5",
"data": {
"person": {
"org": "Hardware",
"id": 1007
},
"city": "Los Angeles",
"state": "CA"
},
"etag": "1"
},
{
"key": "9",
"data": {
"person": {
"org": "Finance",
"id": 1002
},
"city": "San Diego",
"state": "CA"
},
"etag": "1"
}
]
}
The query syntax and documentation is available here