tool using the path to this wheel file.

### Hermetic Python

For details about hermetic Python and setting its toolchain version, see
[requirements updater readme](https://github.com/tensorflow/tensorflow/blob/master/ci/official/requirements_updater/README.md)

### Prerequisites for Local Testing

To run tests locally, follow these steps:

1.  Navigate to the relevant directory:
    ```
    cd ci/official/wheel_test

Apply the helloworld gateway configuration:

```bash
kubectl apply -f helloworld-gateway.yaml
```

on the SPIFFE specs, refer to the [SPIFFE Overview](https://spiffe.io/docs/latest/spiffe-about/overview/).

- MinIO-Operator: Operator offers seamless way to create and update highly available distributed MinIO clusters. Refer [MinIO Operator documentation](https://github.com/minio/minio-operator/blob/master/README.md) for more details.

- Helm Chart: MinIO Helm Chart offers customizable and easy MinIO deployment with a single command. Refer [MinIO Helm Chart documentation](https://github.com/minio/minio/tree/master/helm/minio) for more details.

As the SavedModel work progresses, it's likely to be of interest to find a
shortcut between the Python `tf.Module` and the SavedModel MLIR representation
that doesn't involve serializing a SavedModel to disk and reading it back.

## Potential improvements

The test iteration cycle for these tests is very long (usually over a minute).

Take a free course on [Scalable Microservices with Kubernetes].

To use Kubernetes code as a library in other applications, see the [list of published components](https://git.k8s.io/kubernetes/staging/README.md).
Use of the `k8s.io/kubernetes` module or `k8s.io/kubernetes/...` packages as libraries is not supported.

## To start developing K8s

The [community repository] hosts all information about

* `reporters/standard-plugin` shows the usage of the Problems API in a standard Gradle plugin.
* `reporters/model-builder-plugin` shows how to use the Problems API to report problems when reading project configuration via the Tooling API.
* `reporters/script-plugin` shows how to use the Problems API in a precompiled script plugin.


## Emitting a problem

Problems can be emitted via an injected `Problems` service.

# Blocking vs Non-blocking

The default behavior of the ring buffer is non-blocking, 
meaning that reads and writes will return immediately with an error if the operation cannot be completed.
If you want to block when reading or writing, you must enable it:

```go
	rb := ringbuffer.New(1024).SetBlocking(true)
```

Enabling blocking will cause the ring buffer to behave like a buffered [io.Pipe](https://pkg.go.dev/io#Pipe).

kind: Telemetry
metadata:
  name: mesh-default
  namespace: istio-system
spec:
  accessLogging:
    - providers:
      - name: otel
EOF
```

## Check ALS output

Following [doc](../../httpbin/README.md), start the `fortio` and `httpbin` services.

Run the following script to request `httpbin` from `fortio`.

```bash
kubectl exec -it $(kubectl get po | grep fortio | awk '{print $1}') -- fortio curl httpbin:8000/ip
```

- To learn how to participate in our overall community, visit [our community page](https://istio.io/about/community)

In this README:

- [Introduction](#introduction)
- [Repositories](#repositories)
- [Issue management](#issue-management)

In addition, here are some other documents you may wish to read: