feathr-ai/feathr
[BUG] non-feature columns get converted into string columns when get result dataframe
Aperta
#942 aperta il 5 gen 2023
buggood first issue
Metriche repository
- Star
- (1929 stelle)
- Metriche merge PR
- (Nessuna PR mergiata in 30 g)
Descrizione
Willingness to contribute
No. I cannot contribute a bug fix at this time.
Feathr version
0.9.0
System information
- OS Platform and Distribution (e.g., Linux Ubuntu 20.0): Linux Ubuntu 20.0)
- Python version: 3.8
- Spark version, if reporting runtime issue: 3.3.1
Describe the problem
non-feature columns of the original source data get converted into string column, e.g. 0 (int) -> "0", True (bool) -> "True" string values when getting the feature result.
Tracking information
No response
Code to reproduce bug
No response
What component(s) does this bug affect?
-
Python Client: This is the client users use to interact with most of our API. Mostly written in Python. -
Computation Engine: The computation engine that execute the actual feature join and generation work. Mostly in Scala and Spark. -
Feature Registry API: The frontend API layer supports SQL, Purview(Atlas) as storage. The API layer is in Python(FAST API) -
Feature Registry Web UI: The Web UI for feature registry. Written in React