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Google Cloud Platform

Description

    Offline Store: Uses the BigQuery offline store by default. Also supports File as the offline store.
    Online Store: Uses the Datastore online store by default. Also supports Sqlite as an online store.

Example

feature_store.yaml
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project: my_feature_repo
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registry: gs://my-bucket/data/registry.db
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provider: gcp
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Permissions

Command
Component
Permissions
Recommended Role
Apply
BigQuery (source)
bigquery.jobs.create
bigquery.readsessions.create
bigquery.readsessions.getData
roles/bigquery.user
Apply
Datastore (destination)
datastore.entities.allocateIds
datastore.entities.create
datastore.entities.delete
datastore.entities.get
datastore.entities.list
datastore.entities.update
roles/datastore.owner
Materialize
BigQuery (source)
bigquery.jobs.create
roles/bigquery.user
Materialize
Datastore (destination)
datastore.entities.allocateIds
datastore.entities.create
datastore.entities.delete
datastore.entities.get
datastore.entities.list
datastore.entities.update
datastore.databases.get
roles/datastore.owner
Get Online Features
Datastore
datastore.entities.get
roles/datastore.user
Get Historical Features
BigQuery (source)
bigquery.datasets.get
bigquery.tables.get
bigquery.tables.create
bigquery.tables.updateData
bigquery.tables.update
bigquery.tables.delete
bigquery.tables.getData
roles/bigquery.dataEditor
Last modified 11d ago
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