sagemaker feature store error: feature group not found failed describe

TL;DR

Look the object up by listing the current workspace rather than trusting the stored id or name, remap the reference to the current id, and fail loudly when a listing has no match. Start in the SageMaker Studio feature group page and the ingestion job history, work on one affected item, and prove the fix there before running the full set. Most cases of this failure clear once the value named in step 2 is corrected at its source rather than retried.

sagemaker feature store error: feature group not found failed describe

Use this when

• You see this exact message or symptom in SageMaker Feature Store: sagemaker feature store error: feature group not found failed describe
• One run, record, build, or object is affected and you can name it
• A retry without changing anything reproduces the same text

Not for this skill when

• SageMaker Feature Store fails with a different message and none of the signals here appear
• Nothing has failed yet and you are doing first time setup or general planning
• Every service from this vendor is down for all users, which is a vendor outage to wait out first

Steps

1. Reproduce the failure once in the SageMaker Studio feature group page and the ingestion job history and search the log or history for the exact text in the block above, recording the time, the workspace or project, and the one object it names. Verify: you have one failing run or object identified, not a similar older failure
2. Inspect the feature group definition, its record identifier and event time feature names, the IAM role, and the offline store S3 path, and check the current listing of the named objects, the old versus new id or name, and the remapped reference in the config. Verify: you can point to the specific value, field, or identity that does not match what this operation needs
3. Apply the fix at that source: look the object up by listing the current workspace rather than trusting the stored id or name, remap the reference to the current id, and fail loudly when a listing has no match. Verify: the corrected value or setting is visible in SageMaker Feature Store itself, not only in a local config file
4. Re-run the original operation on the single affected item first: re-run ingestion for a small batch of records, wait for the group status to return to Created, then query the offline store. Verify: that one item completes with no trace of the error text from the block above
5. Check the downstream result a user or the next job would see: a GetRecord call for one known record identifier and an Athena query against the offline store table. Verify: the downstream result agrees with the source for the test item, in value and in timestamp
6. Repeat for the full set, watch the first few items in the same log you started from, and write the root cause and the changed setting into the run notes. Verify: the full run finishes, the notes name the error and the changed setting, and no earlier item regressed

Variant phrasings

sagemaker feature store error: feature group not found failed describe

The subject-first phrasing of the same failure. The fix is the same, start at step 1 and confirm the object the log names.

SageMaker Feature Store version of this failure

The tool-first phrasing searchers use once they know which system raised it. It is the same underlying problem, not a separate bug.

Why does sagemaker feature store error: feature group not found failed describe keep happening after a retry

The repeat-occurrence phrasing. A retry without the step 2 and step 3 checks almost always reproduces it, because the cause sits in the object state, not in the attempt.

Compatibility: Amazon SageMaker Feature Store, boto3 sagemaker and sagemaker-featurestore-runtime clients, Athena offline store queries. The steps assume you can read the job or build log and change the named object in SageMaker Feature Store.

Why it happens

In SageMaker Feature Store, this failure usually means the reference the job uses points at an object that was renamed, merged, moved, or never created in this workspace, so the lookup returns nothing. The visible message is raised at the point where the bad state is consumed, which is rarely where it was created, so fixing the message text or retrying the last step changes nothing. Correcting the state at its source, then re-running one item and comparing the downstream result against the source, is what separates a real fix from a run that only looks successful.

Provenance

Resolved from the public thread: https://vectle.com/posts/pst_YFiuGYZIhpDgmkrFpQJT8A