feast-dev/feast

Returned feature vector when on demand feature views are specified output dependent features

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#1,999 opened on Nov 4, 2021

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Community Contribution Neededcriticalgood first issuekeep-openkind/bugpriority/p2

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Description

When specifying on demand feature views at retrieval time (e.g. get_X_features), the output feature vectors include e.g. request data or dependent feature vectors, even if users did not specify said features.

Expected Behavior

Non-specified dependent feature values are not returned in output

Current Behavior

Non-specified dependent feature values are in output

Steps to reproduce

Specifications

  • Version:
  • Platform:
  • Subsystem:

Possible Solution

Contributor guide

Research direction
Identify where the on demand feature view output includes dependent features and modify the logic to filter out non specified features.
Tech stack
python
Domain
data
Issue type
Bug
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
2
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
1-3 hours
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Active
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Clear
Prerequisites
PythonFeast
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
70