Feast create empty online table when FeatureView attribute online=False #4616
Description
Expected Behavior
Feast shouldn't create any DynamoDB table when I defined FeatureView with online=False.
Current Behavior
Feast creates empty DynamoDB table when I defined FeatureView with online=False.
Steps to reproduce
Define a feature store like this
project: example_feature_sotre
provider: aws
offline_store:
type: spark
spark_conf: {}
online_store:
type: dynamodb
region: us-east-1
entity_key_serialization_version: 2Feature view def
feature_view = FeatureView(
name="abc_details_monthly",
entities=[user_id],
online=False,
source=SparkSource(
table="shcema.abc_details_monthly",
name="abc_details_monthly",
timestamp_field="event_date",,
ttl=datetime.timedelta(days=27),
# Schema definition
schema=[
Field(
name="feature_1_1d",
dtype=types.Int32,
description=""
)
]
)Specifications
- Version: 0.40.1
- Platform: Linux
- Subsystem:
Possible Solution
Should distinguish list tables to keep of online store and offline store in this file.