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Feast is a popular open-source feature store for production ML. You can use several online stores when using Feast, including ScyllaDB. ScyllaDB, a low-latency and high-performance database, serves perfectly as an online store. In this section, you’ll see how you can integrate your ScyllaDB Cloud database into Feast as an online store.
If you want to learn more about Feast, head to the Feast documentation.
To set up ScyllaDB as a Feast online store you need to edit the configuration file of Feast and add your ScyllaDB credentials. ScyllaDB is Cassandra-compatible hence you can use the built-in Cassandra connector of Feast.
# feature_store.yaml
project: scylla_feature_repo
registry: data/registry.db
provider: local
online_store:
type: cassandra
hosts:
- node-0.aws_us_east_1.xxxxxxxx.clusters.scylla.cloud
- node-1.aws_us_east_1.xxxxxxxx.clusters.scylla.cloud
- node-2.aws_us_east_1.xxxxxxxx.clusters.scylla.cloud
keyspace: feast
username: scylla
password: password
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