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{"@context":"https://schema.org","@type":"DiscussionForumPosting","headline":"Add possibility to choose database name when using DatastoreOnlineStore","articleBody":"**Is your feature request related to a problem? Please describe.**\r\nWhen introducing `Firestore in Datastore mode` in place of `Datastore`, Google added a possibility to create multiple databases other than `(default)` (in Datastore there was only one database called `(default)`). Class [DatastoreOnlineStore](https://github.com/feast-dev/feast/blob/ad45bb4ac2dd83b530adda6196f85d46decaf98e/sdk/python/feast/infra/online_stores/datastore.py#L351) still doesn't support using a database with another name.\r\n\r\n**Describe the solution you'd like**\r\nI would like to have possibility to choose database name when using DatastoreOnlineStore\r\n\r\n**Describe alternatives you've considered**\r\nThe alternative is using the `(default)` database. However, it has some disadvantages e.g. it doesn't allow fine-grained permissions for each user.\r\n\r\n**Additional context**\r\n[Google Datastore client](https://cloud.google.com/python/docs/reference/datastore/latest/client) supports passing `database` when initializing the client. \r\n","author":{"url":"https://github.com/Pawel-Drabczyk","@type":"Person","name":"Pawel-Drabczyk"},"datePublished":"2024-04-18T15:40:53.000Z","interactionStatistic":{"@type":"InteractionCounter","interactionType":"https://schema.org/CommentAction","userInteractionCount":3},"url":"https://github.com/4113/feast/issues/4113"}