How can I use a normal context to configure the kubernetes client-go?

    package kube

    import (
        "fmt"

        "k8s.io/client-go/kubernetes"
        "k8s.io/client-go/rest"
        "k8s.io/client-go/tools/clientcmd"
    )

    // GetKubeClient creates a Kubernetes config and client for a given kubeconfig context.
    func GetKubeClient(context string) (*rest.Config, kubernetes.Interface, error) {
        config, err := configForContext(context)
        if err != nil {
            return nil, nil, err
        }
        client, err := kubernetes.NewForConfig(config)
        if err != nil {
            return nil, nil, fmt.Errorf("could not get Kubernetes client: %s", err)
        }
        return config, client, nil
    }

    // configForContext creates a Kubernetes REST client configuration for a given kubeconfig context.
    func configForContext(context string) (*rest.Config, error) {
        config, err := getConfig(context).ClientConfig()
        if err != nil {
            return nil, fmt.Errorf("could not get Kubernetes config for context %q: %s", context, err)
        }
        return config, nil
    }

    // getConfig returns a Kubernetes client config for a given context.
    func getConfig(context string) clientcmd.ClientConfig {
        rules := clientcmd.NewDefaultClientConfigLoadingRules()
        rules.DefaultClientConfig = &clientcmd.DefaultClientConfig

        overrides := &clientcmd.ConfigOverrides{ClusterDefaults: clientcmd.ClusterDefaults}

        if context != "" {
            overrides.CurrentContext = context
        }
        return clientcmd.NewNonInteractiveDeferredLoadingClientConfig(rules, overrides)
    }

If I try this code (got it from helm), the api server is not correctly set and the client wants to connect to the default host localhost:8080.