Solved: How can I explicitly authenticate to the ai-platfo... - Page 2

wrmay · 11-21-2022 02:42 PM

I have a model hosted on a Google Cloud endpoint and I would like to access it via the Java client. I've created a service account and a key for that service account with the , when I run my client code with the GOOGLE_APPLICATION_CREDENTIALS env var pointed to the key, I am able to call the service. When I try to authenticate explicitly using FixedCredentialProvider, it fails with an "unauthenticated" message.

The code is as follows

```

PredictionServiceSettings predictionServiceSettings =
        PredictionServiceSettings.newBuilder().setEndpoint(location + "-aiplatform.googleapis.com:443")
                .setCredentialsProvider(FixedCredentialsProvider.create(ServiceAccountCredentials.fromStream(new FileInputStream("/Users/ME/Downloads/XYZ.json"))))
                .build();
predictionServiceClient = PredictionServiceClient.create(predictionServiceSettings);
endpointName = EndpointName.of(project, location, endpointId);

Value featureVal = Value.newBuilder().setStructValue(features).build();
PredictResponse response =  predictionServiceClient.predict(
        endpointName,
        Collections.singletonList(featureVal),
        Value.newBuilder().setNullValue(NullValue.NULL_VALUE).build());

```

ricconoel

Hi,

Upon checking your code, FixedCredentialsProvider.create() accepts com.google.auth.Credentials as a parameter. Can you try a Credentials object to FixedCredentialsProvider.create()? See code below:

GoogleCredentials credentials = GoogleCredentials.fromStream(new FileInputStream("/Users/ME/Downloads/XYZ.json")).createScoped(Lists.newArrayList("https://www.googleapis.com/auth/cloud-platform"));

If code above did not work, can you provide the stack trace of the error? Also what roles did you assign on your service account?

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How can I explicitly authenticate to the ai-platform using the java PredictionServiceClient