Realtime endpoint deploy 'xxx' stayed in progress

Question

Realtime endpoint deploy 'xxx' stayed in progress

Imran Shams 1

Hi everyone,

I'm trying to deploy my real time inference, but after a while not happened to it. I didn't got any error or message and nothing happens. (See the following picture).

What I did:

I created a pipeline in designer, it's valid and be submitted very well.
After submit is complete, I created a "Real-time inference pipeline" via button in menu!
And finally I tried to deploy it, but nothing happened. (For deploy I tried both of Azure Kubernetes Service and Azure Container Instance)

YutongTie-9091 54,026 Reputation points Moderator

2022-08-22T17:31:11.613+00:00
Hello @Imran Shams

Thanks for using Microsoft Q&A platform, seems you have done your deployment if you finished the steps on your last screenshot, the next step is you can test your endpoint as below :

After deployment finishes, you can view your real-time endpoint by going to the Endpoints page.

On the Endpoints page, select the endpoint you deployed.

In the Details tab, you can see more information such as the REST URI, Swagger definition, status, and tags.

In the Consume tab, you can find sample consumption code, security keys, and set authentication methods.

In the Deployment logs tab, you can find the detailed deployment logs of your real-time endpoint.

To test your endpoint, go to the Test tab. From here, you can enter test data and select Test verify the output of your endpoint.

If everythng is working fine, then you can use it.

https://learn.microsoft.com/en-us/azure/machine-learning/tutorial-designer-automobile-price-deploy#test-the-real-time-endpoint

I hope this helps.

Regards,
Yutong
Imran Shams 1 Reputation point

2022-08-22T18:34:05.907+00:00

Dear @Anonymous ,

Thanks for your reply. It is exactly my problem that I didn't receive any message after deploying the "real-time endpoint" and after one day the endpoints page is empty yet.
More interesting is that I don't receive any more notifications or messages about this deployment!

Nothing happend!
YutongTie-9091 54,026 Reputation points Moderator

2022-08-22T21:57:13.54+00:00

Hello @Imran Shams

Sorry I missed your message saying that the endpoint is empty, I think it will be good to raise a support ticket to check on the back end to see why your deploy is not showing, do you have a support plan to do so? If you have not, I can help you to enable one. Please let me know.

Regards,
Yutong
Imran Shams 1 Reputation point

2022-08-22T21:59:35.81+00:00

No I don't have. Is it going to be charged to me?

1 answer

Your answer

YutongTie-9091 54,026 Reputation points Moderator

2022-08-22T17:31:11.613+00:00

Hello @Imran Shams

Thanks for using Microsoft Q&A platform, seems you have done your deployment if you finished the steps on your last screenshot, the next step is you can test your endpoint as below :

After deployment finishes, you can view your real-time endpoint by going to the Endpoints page.

On the Endpoints page, select the endpoint you deployed.

In the Details tab, you can see more information such as the REST URI, Swagger definition, status, and tags.

In the Consume tab, you can find sample consumption code, security keys, and set authentication methods.

In the Deployment logs tab, you can find the detailed deployment logs of your real-time endpoint.

To test your endpoint, go to the Test tab. From here, you can enter test data and select Test verify the output of your endpoint.

If everythng is working fine, then you can use it.

https://learn.microsoft.com/en-us/azure/machine-learning/tutorial-designer-automobile-price-deploy#test-the-real-time-endpoint

I hope this helps.

Regards,
Yutong
Imran Shams 1 Reputation point

2022-08-22T18:34:05.907+00:00

Dear @Anonymous ,

Thanks for your reply. It is exactly my problem that I didn't receive any message after deploying the "real-time endpoint" and after one day the endpoints page is empty yet.
More interesting is that I don't receive any more notifications or messages about this deployment!

Nothing happend!
YutongTie-9091 54,026 Reputation points Moderator

2022-08-22T21:57:13.54+00:00

Hello @Imran Shams

Sorry I missed your message saying that the endpoint is empty, I think it will be good to raise a support ticket to check on the back end to see why your deploy is not showing, do you have a support plan to do so? If you have not, I can help you to enable one. Please let me know.

Regards,
Yutong
Imran Shams 1 Reputation point

2022-08-22T21:59:35.81+00:00

No I don't have. Is it going to be charged to me?

Answer 1

YutongTie-9091 54,026 Moderator

Hello @Imran Shams

You have been enabled for one-time Free Technical Support. To create the support request, please do the following as detailed below. It may take up to 1 hour for the free support ticket enablement to go through.

• Go to the Health Advisory section within the Azure Portal: https://aka.ms/healthadvisories
• Select the Issue Name "You have been enabled for one-time Free Technical Support"
• Details will populate below in the Summary Tab within the reading pane and you can click on the link "Create a Support Request" to the right of the message

Once created, please share the ticket number with me. Thanks.

Regards,
Yutong

Imran Shams 1 Reputation point

2022-08-22T22:26:04.767+00:00

Thanks a lot, I will do it tomorrow. I keep you updated.
YutongTie-9091 54,026 Reputation points Moderator

2022-08-22T22:27:25.76+00:00

Hello @Imran Shams

Sure, just make sure you use it within 7 days.

Regards,
Yutong
Imran Shams 1 Reputation point

2022-08-23T18:19:27.97+00:00

Support request number: 2208230050002297

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Realtime endpoint deploy 'xxx' stayed in progress

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