data sources displayed different depending on "inline" definition #2991
Description
Expected Behavior
Many of the docs define data sources "inline" from the feature view. For example https://docs.feast.dev/getting-started/concepts/feature-view
driver_stats_fv = FeatureView(
#...
source=BigQuerySource(
table="feast-oss.demo_data.driver_activity"
)
)
I would expect the above example to work the same with the BigQuerySource defined as is, or if it did foo = BigQuerySource() and foo was passed in.
Current Behavior
node = feast.Entity(name='node', join_keys=['node'])
node_temp_file_fv = feast.FeatureView(
name='node_temperature_fv',
entities=[node],
schema=[
feast.Field(name='node', dtype=feast.types.String),
feast.Field(name='temp_f', dtype=feast.types.Int64),
],
online=False,
source=feast.FileSource(
name='temperature_source',
path='./data/temperature_source.parquet',
timestamp_field='timestamp',
)
)
$ feast apply
Created entity node
Created feature view node_temperature_fv
Created sqlite table demo_node_temperature_fv
$ feast data-sources list
NAME CLASS
Change the above definition:
node_temperature_file_source = feast.FileSource(
name='temperature_source',
path='./data/temperature_source.parquet',
timestamp_field='timestamp',
)
node_temp_file_fv = feast.FeatureView(
name='node_temperature_fv',
entities=[node],
schema=[
feast.Field(name='node', dtype=feast.types.String),
feast.Field(name='temp_f', dtype=feast.types.Int64),
],
online=False,
source=node_temperature_file_source
)
$ feast apply
No changes to registry
No changes to infrastructure
But despite "no changes" being made, the source is now listed:
$ feast data-sources list
NAME CLASS
temperature_source <class 'feast.infra.offline_stores.file_source.FileSource'>
Specifications
- Version: Feast SDK Version: "feast 0.22.2"
- Platform: x86_64 on Python 3.9.12
- Subsystem: Linux 5.4.188