Azure Machine Learning

1 answer

Session creation failure with compute instance in Azure ML Studio – Custom application deployment failed

Hello, I am working in Azure Machine Learning Studio where I have a compute instance running, and I have successfully created a connection with Azure OpenAI service. As part of my testing, I was working with Prompt Flow and attempted to create a compute…

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Vishal Shinde 0

commented

Erol SERTER | PEAKUP 0

0 answers

Unable to delete azure ai foundry resources from Azure

** Failed to delete project** InternalServerError: Service temporarily unavailable. Please try again later Trace ID : d4fae13b-ea14-40b3-9df1-6de6980eb2c1Client request ID : 64e927b0-2359-4065-beec-15c96da77d53Service request ID :…

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Siddhartha G 1

commented

Manas Mohanty 4,955 Microsoft External Staff Moderator

0 answers

Creating a MarketplaceSubscription with azapi results of an error

Hello, I'm trying to deploy a MarketplaceSubscription using azapi but I always get : Another operation with ID [id] is already running on marketplace subscription []. Please wait until the the current operation completes." The Azure ML is…

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Boubnane, Hamza 20

edited a comment

Manas Mohanty 4,955 Microsoft External Staff Moderator

1 answer

I'm suddenly getting a 400 error when validating a component spec in Azure ML that worked before—any idea what might have changed or how to troubleshoot it?

Getting this error in my workspaces when I try to register a component earlier it was working perfectly I even tried registering components that are given as examples in the azure ml examples repository it also getting the same error. Any idea how to…

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Nikhil Pothineni 35

commented

Gyan Tatiya 0 Microsoft Employee

2 answers

How to make serverless compute instace inherit management identity

I'm using an app registration so I can work locally and deploy a batch endpoint pipeline with the following component: train_component = command( name="ml_classification_flow_serveless", …

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Dragos Toma 20

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JAYA SHANKAR G S 3,560 Microsoft External Staff Moderator

0 answers

Azure AI Foundry Project Prompt Flow deployments fail for any new project or Hub

For the past week Prompt Flow deployments under AI Foundry Projects were failing for any new AI Foundry HUB or Project. Existing old projects and online endpoints work fine, but in any newly created HUB or project when deploying Prompt Flow, it never…

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78509818 0

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78509818 0

1 answer

Is Azure Prompt Flow suggested to use in 2025?

Hello, I couldn't find many resources online for azure prompt flow and its uses. Is it still a suggested tool to use in 2025? I have concerns about deployment and production use. Q - Are there any alternatives available as well which might be better than…

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Deril Raju 0

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Pavankumar Purilla 7,520 Microsoft External Staff Moderator

2 answers

Can not set instance count when using Batch Endpoint. (From job)

Describe your suggestion https://learn.microsoft.com/en-us/azure/machine-learning/how-to-use-batch-pipeline-from-job?view=azureml-api-2&tabs=cli I have a Pipeline job with 2 steps. The first step is configured with 2 instance counts. However, when I…

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Hongbo Jiao (CSI Interfusion Inc) 0 Microsoft External Staff

edited an answer

YukiMi-3210 75 Moderator

1 answer

Job Upload Issues in Azure with Python Code in R-Studio

Experiencing an issue when uploading jobs to Azure using Python code in R-Studio. The following error message is received: Unable to retrieve SaS Urls for project download. Snapshot data appears to be invalid. Tip: Please resubmit the job with a new code…

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Henrik Sejersen 20

accepted

Henrik Sejersen 20

2 answers

Notebook is not available, when choose "Allow Only Approved Outbound" option.

I created an Azure Machine Learning workspace, disabled public access, and set the outbound policy to "Allow Only Approved Outbound". Then I was unable to open notebooks in the ML workspace. Even I added a FQDN, it is still failed.

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Lai Yin Bo (NCS) 0

answered

Ivan Bok 0 Microsoft Employee

3 answers

ML Studio jobs failing to start with ServiceError: InternalServerError and not other logs

I'm trying to submit a job to Azure ML Studio but when I do the job gets stuck in the "Preparing" state for about 4 hours then fails with error message "ServiceError: InternalServerError". Some other details: The environment…

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Henry 20

accepted

Henry 20

1 answer

How do I persist data in Azure ML datastore?

I am trying out a simple step to aggregate data from multiple through an ML pipeline in Azure ML workspace. We have multiple part files and I am trying to create one data file from it. I am mounting the azure datastore path for read-write and writing…

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Nik Adlakha 0

commented

Pavankumar Purilla 7,520 Microsoft External Staff Moderator

2 answers

Why do I always get this error when I submit a batch scoring job in Azure ML? ValueError: Invalid input data type to parse. Expected: <class 'dict'> but got <class 'azureml_common.parallel_run.mini_batch.MiniBatch'>

I keep getting this error when I try running a batch scoring job in Azure ML: ValueError: Invalid input data type to parse. Expected: <class 'dict'> but got <class 'azureml_common.parallel_run.mini_batch.MiniBatch'> It's strange because I…

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Adam Goldammer 25

commented

Manas Mohanty 4,955 Microsoft External Staff Moderator

1 answer

Azure ML Studio Batch Endpoint issue: Access to this resource is denied. Please check your ACL rules on the resource.

I'm attempting to invoke a batch endpoint in Azure Machine Learning Studio that is deployed within a private virtual network. I've tried accessing the endpoint using both the Python SDK and direct REST API calls from a virtual machine that resides within…

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Ajay Shyamsundar 10

commented

Ravada Shivaprasad 375 Microsoft External Staff Moderator

1 answer

What subscription is needed for llama3 with az ml?

I tried to run the command: az ml serverless-endpoint create -f ~/tmp/my-config-file.yml -g MyResourceGroup --workspace-name my-workspace where ~/tmp/my-config-file.yml contained this: name: my-model-name model_id:…

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Zach Howell 0

edited an answer

Zach Howell 0

3 answers

Is it possible to scale to zero instances an azure ml online endpoint ?

I'm creating an online inference endpoint and I want to cut costs when there are no calls to it. I followed this tutorial…

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Dragos Toma 20

accepted

Dragos Toma 20

1 answer

Cohere Endpoint running too slow

Cohere Endpoint running too slow in sending a response. url = "https://Cohere-command-r-plus-08-2024-ly.eastus2.models.ai.azure.com/v2/chat" I have passing 20 article abstracts (each consisting of only one paragraph), it seems to be super…

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Kaushik 0

commented

Pavankumar Purilla 7,520 Microsoft External Staff Moderator

2 answers

What should be the format for input-data while Testing the endpoints of deployed Prophet Time-series model in Azure-ML?

I have trained and deployed a FbProphet Time-series model using Mlflow in the Azure-ML . The model was properly registered and logged with all the required entities. I was able to deploy the model in Azure-ML and generate the endpoints. My training…

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SP 5

edited an answer

Manoj Kaleeshvaran 0

3 answers

Error while creating a managed online endpoint in azure machine learning studio

while creating a managed online endpoint in azure machine learning studio I get the following error in my workspace's notebook: --------------------------------------------------------------------------- OperationFailed Traceback (most recent call last)…

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Matias Larsson 125

commented

Manoj Kaleeshvaran 0

2 answers

Azure AutoML Batch Inference: Save Predictions in Original Input File Format

I have trained and registered a price prediction model using Azure AutoML (via the drag-and-drop Designer interface). My test file (stored in Azure Blob Storage) has the exact same schema and column order as the training data, except that it is missing…

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Kushagra Gupta 0

commented

JAYA SHANKAR G S 3,560 Microsoft External Staff Moderator

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3,308 questions with Azure Machine Learning tags

Session creation failure with compute instance in Azure ML Studio – Custom application deployment failed

Unable to delete azure ai foundry resources from Azure

Creating a MarketplaceSubscription with azapi results of an error

I'm suddenly getting a 400 error when validating a component spec in Azure ML that worked before—any idea what might have changed or how to troubleshoot it?

How to make serverless compute instace inherit management identity

Azure AI Foundry Project Prompt Flow deployments fail for any new project or Hub

Is Azure Prompt Flow suggested to use in 2025?

Can not set instance count when using Batch Endpoint. (From job)

Job Upload Issues in Azure with Python Code in R-Studio

Notebook is not available, when choose "Allow Only Approved Outbound" option.

ML Studio jobs failing to start with ServiceError: InternalServerError and not other logs

How do I persist data in Azure ML datastore?

Why do I always get this error when I submit a batch scoring job in Azure ML? ValueError: Invalid input data type to parse. Expected: <class 'dict'> but got <class 'azureml_common.parallel_run.mini_batch.MiniBatch'>

Azure ML Studio Batch Endpoint issue: Access to this resource is denied. Please check your ACL rules on the resource.

What subscription is needed for llama3 with az ml?

Is it possible to scale to zero instances an azure ml online endpoint ?

Cohere Endpoint running too slow

What should be the format for input-data while Testing the endpoints of deployed Prophet Time-series model in Azure-ML?

Error while creating a managed online endpoint in azure machine learning studio

Azure AutoML Batch Inference: Save Predictions in Original Input File Format