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project: my_feature_repo
registry: data/registry.db
provider: local
offline_store:
type: fileproject: my_feature_repo
registry: gs://my-bucket/data/registry.db
provider: gcp
offline_store:
type: bigquery
dataset: feast_bq_datasetproject: my_project
registry: data/registry.db
provider: local
offline_store:
type: postgres
host: DB_HOST
port: DB_PORT
database: DB_NAME
db_schema: DB_SCHEMA
user: DB_USERNAME
password: DB_PASSWORD
sslmode: verify-ca
sslkey_path: /path/to/client-key.pem
sslcert_path: /path/to/client-cert.pem
sslrootcert_path: /path/to/server-ca.pem
online_store:
path: data/online_store.dbregistry:
registry_store_type: AzureRegistryStore
path: ${REGISTRY_PATH} # Environment Variable
project: production
provider: azure
online_store:
type: redis
connection_string: ${REDIS_CONN} # Environment Variable
offline_store:
type: mssql
connection_string: ${SQL_CONN} # Environment Variableproject: my_feature_repo
registry: data/registry.db
provider: local
offline_store:
type: snowflake.offline
account: snowflake_deployment.us-east-1
user: user_login
password: user_password
role: SYSADMIN
warehouse: COMPUTE_WH
database: FEAST
schema: PUBLICproject: my_project
registry: data/registry.db
provider: local
offline_store:
type: spark
spark_conf:
spark.master: "local[*]"
spark.ui.enabled: "false"
spark.eventLog.enabled: "false"
spark.sql.catalogImplementation: "hive"
spark.sql.parser.quotedRegexColumnNames: "true"
spark.sql.session.timeZone: "UTC"
online_store:
path: data/online_store.dbproject: feature_repo
registry: data/registry.db
provider: local
offline_store:
type: feast_trino.trino.TrinoOfflineStore
host: localhost
port: 8080
catalog: memory
connector:
type: memory
user: trino
source: feast-trino-offline-store
http-scheme: https
ssl-verify: false
x-trino-extra-credential-header: foo=bar, baz=qux
# enables authentication in Trino connections, pick the one you need
# if you don't need authentication, you can safely remove the whole auth block
auth:
# Basic Auth
type: basic
config:
username: foo
password: $FOO
# Certificate
type: certificate
config:
cert-file: /path/to/cert/file
key-file: /path/to/key/file
# JWT
type: jwt
config:
token: $JWT_TOKEN
# OAuth2 (no config required)
type: oauth2
# Kerberos
type: kerberos
config:
config-file: /path/to/kerberos/config/file
service-name: foo
mutual-authentication: true
force-preemptive: true
hostname-override: custom-hostname
sanitize-mutual-error-response: true
principal: principal-name
delegate: true
ca_bundle: /path/to/ca/bundle/file
online_store:
path: data/online_store.dbproject: my_feature_repo
registry: data/registry.db
provider: aws
offline_store:
type: redshift
region: us-west-2
cluster_id: feast-cluster
database: feast-database
user: redshift-user
s3_staging_location: s3://feast-bucket/redshift
iam_role: arn:aws:iam::123456789012:role/redshift_s3_access_role{
"Statement": [
{
"Action": [
"s3:ListBucket",
"s3:PutObject",
"s3:GetObject",
"s3:DeleteObject"
],
"Effect": "Allow",
"Resource": [
"arn:aws:s3:::<bucket_name>/*",
"arn:aws:s3:::<bucket_name>"
]
},
{
"Action": [
"redshift-data:DescribeTable",
"redshift:GetClusterCredentials",
"redshift-data:ExecuteStatement"
],
"Effect": "Allow",
"Resource": [
"arn:aws:redshift:<region>:<account_id>:dbuser:<redshift_cluster_id>/<redshift_username>",
"arn:aws:redshift:<region>:<account_id>:dbname:<redshift_cluster_id>/<redshift_database_name>",
"arn:aws:redshift:<region>:<account_id>:cluster:<redshift_cluster_id>"
]
},
{
"Action": [
"redshift-data:DescribeStatement"
],
"Effect": "Allow",
"Resource": "*"
}
],
"Version": "2012-10-17"
}{
"Statement": [
{
"Action": "s3:*",
"Effect": "Allow",
"Resource": [
"arn:aws:s3:::feast-integration-tests",
"arn:aws:s3:::feast-integration-tests/*"
]
}
],
"Version": "2012-10-17"
}{
"Version": "2012-10-17",
"Statement": [
{
"Effect": "Allow",
"Principal": {
"Service": "redshift.amazonaws.com"
},
"Action": "sts:AssumeRole"
}
]
}project: my_feature_repo
registry: data/registry.db
provider: aws
offline_store:
type: redshift
region: us-west-2
workgroup: feast-workgroup
database: feast-database
s3_staging_location: s3://feast-bucket/redshift
iam_role: arn:aws:iam::123456789012:role/redshift_s3_access_role