Skip to content

FeatureStore instantiation fails after update to 0.41.3 #4715

@nanohanno

Description

@nanohanno

Expected Behavior

We have started using feast (v0.40.0) to create a feature registry on S3. In a script to fetch data from the offline store the feature store is instantiated with configuration from the default config file. Afterwards, data can be fetched in the script. The registry is supposed to be changed only by dedicated users.

Current Behavior

The script fails with AccessDenied error because it tries to change the registry on S3 but there are no sufficient access credentials configured.

Essentially, feast fails at

which was added in #4475 .

I do not understand the complete logic but why do we make a commit to the registry when we only want to use the existing registry? Should we have a flag here to disable it in cases where we only want to read the registry, like fetching data or feast plan?

Steps to reproduce

Call fs = FeatureStore() with existing feature store config and S3 registry without configuring PutObject policies for current user.

Specifications

  • Version: v0.41.3
  • Platform: MacOs
  • Subsystem:

Possible Solution

Metadata

Metadata

Assignees

No one assigned

    Type

    No type

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions