Upgrade bentoml to 1.2.28 and 1.1.21

[lampajr]

Which issue is resolved by this Pull Request: As suggested https://github.com/kubeflow/manifests/pull/2693#issuecomment-2097665911 I am proposing to update betnoml manifests

Description of your changes:

Following the UPGRADE.md instructions I updated contrib/bentoml with the latest version content.

Checklist:

• [ ] Unit tests pass: Make sure you have installed kustomize == 5.2.1+
  1. make generate-changed-only
  2. make test

[lampajr]

Locally I am experiencing a failure running bentoml tests, in particular while issueing the curl to the fraud-detection pod. From the logs I see:

2024-05-07T08:38:31+0000 [ERROR] [api_server:1] Exception on /is_fraud [POST] (trace=fe8f5861ac58e7997bf04620e99e67ba,span=62350ba5fd974236,sampled=0)
Traceback (most recent call last):
  File "/usr/local/lib/python3.10/site-packages/bentoml/_internal/server/http_app.py", line 324, in api_func
    output = await api.func(input_data)
  File "/home/bentoml/bento/src/service.py", line 34, in is_fraud
    results = await asyncio.gather(*[_is_fraud(p, r, input_df) for p, r in zip(fraud_detection_preprocessors, fraud_detection_runners)])
  File "/home/bentoml/bento/src/service.py", line 28, in _is_fraud
    input_features = preprocessor.transform(input_df)
  File "/usr/local/lib/python3.10/site-packages/sklearn/utils/_set_output.py", line 140, in wrapped
    data_to_wrap = f(self, X, *args, **kwargs)
  File "/usr/local/lib/python3.10/site-packages/sklearn/compose/_column_transformer.py", line 800, in transform
    Xs = self._fit_transform(
  File "/usr/local/lib/python3.10/site-packages/sklearn/compose/_column_transformer.py", line 652, in _fit_transform
    transformers = list(
  File "/usr/local/lib/python3.10/site-packages/sklearn/compose/_column_transformer.py", line 349, in _iter
    transformers = [
  File "/usr/local/lib/python3.10/site-packages/sklearn/compose/_column_transformer.py", line 350, in <listcomp>
    replace_passthrough(*trans) for trans in self.transformers_
  File "/usr/local/lib/python3.10/site-packages/sklearn/compose/_column_transformer.py", line 345, in replace_passthrough
    if name not in self._name_to_fitted_passthrough:
AttributeError: 'ColumnTransformer' object has no attribute '_name_to_fitted_passthrough'

@juliusvonkohout any idea?

Anyway, let's see if the same error happens here in the GHA

[juliusvonkohout]

@yubozhao you need to maintain bentoml or we need to consider removing it from Kubeflow

[juliusvonkohout]

Maybe we need to upgrade from https://github.com/bentoml/Fraud-Detection-Model-Serving

[juliusvonkohout]

In the worst case you have to drop some test parts until it is working again. This is fine for /contrib stuff.

[lampajr]

Maybe we need to upgrade from https://github.com/bentoml/Fraud-Detection-Model-Serving

Yeah, maybe yes as it looks like it is using docker.io/bentoml/fraud_detection:o5smnagbncigycvj and from https://github.com/bentoml/Fraud-Detection-Model-Serving I don't see any change since last year

In the worst case you have to drop some test parts until it is working again. This is fine for /contrib stuff.

If this is acceptable, I think it is enough to skip the curl request.. all other checks should work. See https://github.com/kubeflow/manifests/pull/2704/commits/deaf47b77cf640541a04deb43157ec5266348ae5

[juliusvonkohout]

This is just /contrib which shall not block the release, so

/lgtm /approve

[google-oss-prow[bot]]

[APPROVALNOTIFIER] This PR is APPROVED

This pull-request has been approved by: juliusvonkohout, lampajr

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Needs approval from an approver in each of these files: - ~~[contrib/bentoml/OWNERS](https://github.com/kubeflow/manifests/blob/master/contrib/bentoml/OWNERS)~~ [juliusvonkohout] Approvers can indicate their approval by writing `/approve` in a comment Approvers can cancel approval by writing `/approve cancel` in a comment

[juliusvonkohout]

/lgtm