Limitation
Motivation
Features names and entity names cannot overlap in feature table definitions
Features and entities become columns in historical stores which may cause conflicts
The following field names are reserved in feature tables
event_timestamp
datetime
created_timestamp
ingestion_id
job_id
These keywords are used for column names when persisting metadata in historical stores
Limitation
Motivation
Once data has been ingested into Feast, there is currently no way to delete the data without manually going to the database and deleting it. However, during retrieval only the latest rows will be returned for a specific key (event_timestamp, entity) based on its created_timestamp.
This functionality simply doesn't exist yet as a Feast API
Limitation
Motivation
Feast does not support offline storage in Feast 0.8
As part of our re-architecture of Feast, we moved from GCP to cloud-agnostic deployments. Developing offline storage support that is available in all cloud environments is a pending action.