Is your feature request related to a problem? Please describe.
I have a PushSource which I used at offline time to push features that I created during training (for example, embedding of entity after model training),
The problem is that PushSource requires me to provide a batch_source but I dont have this kind of features before training (Because this features are generated only after training) so I must do this overhead/workaround:
- Create a dummy parquet file to store at least one value (else if I remember right I got an error)
- Create a FileSource to point the parquet file.
- Point the
batch_source to the FileSource
All of this need to done for each feature view of a push source that I want,
Describe the solution you'd like
Expected behavour will be to leave the batch_source empty and only create FV and PushSource
Additional context
You can see example of the workaround here
Is your feature request related to a problem? Please describe.
I have a
PushSourcewhich I used at offline time to push features that I created during training (for example, embedding of entity after model training),The problem is that
PushSourcerequires me to provide abatch_sourcebut I dont have this kind of features before training (Because this features are generated only after training) so I must do this overhead/workaround:batch_sourceto theFileSourceAll of this need to done for each feature view of a push source that I want,
Describe the solution you'd like
Expected behavour will be to leave the
batch_sourceempty and only createFVandPushSourceAdditional context
You can see example of the workaround here