Add to_bq() to BigQueryRetrievalJob

[mavysavydav]

Is your feature request related to a problem? Please describe.
Data too big for dataframes.

Describe the solution you'd like
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Have feature data joining directly put the training dataset in a BQ table. User may be able to choose table name, whether to replace, expiration, etc.

Describe alternatives you've considered
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N/A

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[codyjlin]

I am currently working on this 🤚

Edit: I will let @vtao2 continue working on this in #1634 (see below comments)

[woop]

I believe @vtao2 is also working on this over here https://github.com/feast-dev/feast/pull/1634/files

[woop]

User may be able to choose table name, whether to replace, expiration, etc

What we were thinking is that the user would define some kind of offline store location like

offline_store:
  type: BigQuery
  dataset: my_feast_dataset

and that to_bq() would create a table within that dataset, but without providing the option to set the name, expiration, etc.

Do you have a use case for more granular control?

[mavysavydav]

Got it, thanks for the heads up. I've polled some ppl on which controls they need. For now, please proceed and i'll update u guys once I have the info