Real-time endpoint doesn't work (error 502)

Mehdi Samsami 16 Reputation points
2020-12-29T13:37:30.14+00:00

Hello. I created a training pipeline using the ML designer, and also created a real-time inferencing pipeline after that. The training pipeline ran completely without any error. I also published the real-time inferencing pipeline successfully. In the end, I deployed the real-time inferencing pipeline to AKS and it resulted in a real-time endpoint with a Healthy state.

However, when I want to test the endpoint from the "Endpoints" page, it returns nothing! Just a red empty box.
51985-image.png

I tried to run the example consumption codes in the "Consume" tab in the Notebooks section of the ML Studio.
52042-image.png

But again, it didn't give any results and returned the following error description:
51986-image.png

I don't know what causes this issue. I appreciate if you could help me with this. Thanks.

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
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  1. Ramr-msft 17,616 Reputation points
    2020-12-30T12:05:07.557+00:00

    @Mehdi Samsami Thanks for the question. Can you please enable application insights as mentioned in the doc and share the logs to check. Also please share link to the sample that you are trying. Doc for creation of real-time inference endpoint authenticating to the inference cluster and doc to consume webservice Input and output module.

    1 person found this answer helpful.
  2. Fernando José Ribeiro Júnior 1 Reputation point
    2022-03-01T03:18:00.003+00:00

    I am having same issue