Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,312 questions
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…
Azure Machine Learning
asked 2025-06-11T18:41:54.58+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(166.4, 74%, 26%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3E7%3C/text%3E%3C/svg%3E)
78509818
5
Reputation points
edited a comment 2025-06-18T17:43:09.6933333+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(204.8, 15%, 29%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EMM%3C/text%3E%3C/svg%3E)
Manas Mohanty
5,115
Reputation points Microsoft External Staff
Moderator
1 answer
Using this "ml_client_workspace.components.download" is not able to download the components code
If I use this method but this is not working properly if I upload a component now it wont be able to download the codes and it gives error ValueError: Invalid code path: None even though the data is in workspace blob store
Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,312 questions
asked 2025-06-17T09:27:28.0366667+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(147.20000000000002, 27%, 24%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ENP%3C/text%3E%3C/svg%3E)
Nikhil Pothineni
55
Reputation points
edited a comment 2025-06-18T09:25:02.0866667+00:00
Nikhil Pothineni
55
Reputation points
2 answers
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…
Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,312 questions
asked 2025-06-09T22:40:07.0366667+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(240, 79%, 33%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ENA%3C/text%3E%3C/svg%3E)
Nik Adlakha
0
Reputation points
commented 2025-06-18T08:51:19.26+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(153.6, 52%, 24%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EJS%3C/text%3E%3C/svg%3E)
JAYA SHANKAR G S
3,800
Reputation points Microsoft External Staff
Moderator
1 answer
Azure Machine Learning GPU greyed out
Hi, I am trying to increase my GPU quote on my Azure Machine Learning, I only have the option to increase the CPU but the GPU tab is Greyed out. Is there any way to resolve this.
Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,312 questions
asked 2025-06-17T13:03:18.2566667+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(80, 34%, 17%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EAH%3C/text%3E%3C/svg%3E)
Alex Hunte
0
Reputation points
answered 2025-06-18T00:49:00.1733333+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(220.8, 32%, 31%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ERS%3C/text%3E%3C/svg%3E)
Ravada Shivaprasad
535
Reputation points Microsoft External Staff
Moderator
1 answer
How to set the environment for AutoML regression tasks to run on?
I am trying to set the environment for AutoML regression jobs. I have the entire codebase setup on python 3.10 and I have an environment setup as well. The entire pipeline steps run on this environment, except AutoML regression. The issue arises when I…
Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,312 questions
asked 2025-06-16T03:17:46.3+00:00
Nik Adlakha
0
Reputation points
commented 2025-06-17T21:49:17.82+00:00
Ravada Shivaprasad
535
Reputation points 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…
Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,312 questions
asked 2025-06-13T12:05:41.7+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(163.2, 78%, 25%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EBH%3C/text%3E%3C/svg%3E)
Boubnane, Hamza
25
Reputation points
commented 2025-06-17T21:39:24.7033333+00:00
Ravada Shivaprasad
535
Reputation points Microsoft External Staff
Moderator
5 answers
Storage for Azure ML Workspace
Hello: When I create Azure ML Workspace, why I cannot use existing storage, why I have to create new one? Any clarification will help me to educate. Thanks
Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,312 questions
Azure Storage Accounts
Azure Storage Accounts
Globally unique resources that provide access to data management services and serve as the parent namespace for the services.
3,520 questions
asked 2021-07-14T13:42:21.667+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(150.4, 98%, 24%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EJD%3C/text%3E%3C/svg%3E)
Jayesh Dave
296
Reputation points
commented 2025-06-17T13:38:00.76+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(153.6, 87%, 24%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ESS%3C/text%3E%3C/svg%3E)
Suresh Singh Panwar
0
Reputation points Microsoft Employee
1 answer
One of the answers was accepted by the question author.
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…
Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,312 questions
asked 2025-06-11T12:21:17.88+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(176, 10%, 27%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EDR%3C/text%3E%3C/svg%3E)
Deril Raju
40
Reputation points
accepted 2025-06-17T13:13:32.02+00:00
Deril Raju
40
Reputation points
2 answers
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…
Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,312 questions
asked 2025-06-11T18:19:15.31+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(12.8, 49%, 11%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EVS%3C/text%3E%3C/svg%3E)
Vishal Shinde
10
Reputation points
commented 2025-06-17T02:13:38.49+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(124.80000000000001, 17%, 22%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EPP%3C/text%3E%3C/svg%3E)
Pavankumar Purilla
7,765
Reputation points Microsoft External Staff
Moderator
2 answers
One of the answers was accepted by the question author.
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…
Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,312 questions
asked 2025-06-11T09:30:49.58+00:00
Nikhil Pothineni
55
Reputation points
commented 2025-06-16T22:20:50.81+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(150.4, 36%, 24%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EBC%3C/text%3E%3C/svg%3E)
Bosco Chiu (BOSCO CHIU)
5
Reputation points Microsoft Employee
0 answers
Creating compute session is constantly failing in azure ai foundry hub
Hi, I'm having trouble starting an AI Foundry compute instance. Each attempt results in an error message. I've tried deploying across different region hubs, used both serverless and provisioned compute instances in multiple regions, and experimented with…
Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,312 questions
asked 2025-06-15T20:48:04.91+00:00
Bosko Danilovic
0
Reputation points Microsoft External Staff
commented 2025-06-16T16:15:20.5366667+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(185.6, 11%, 27%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ECS%3C/text%3E%3C/svg%3E)
Chuck Salvo
0
Reputation points
0 answers
Several active trains in 1 model
I am developing a PVA chatbot where I can input a file (for example, Math Book for 4th grade). This file is used as training materials for the Azure OpenAI model, and then I can receive generated questions based on the file's data to test my knowledge.…
Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,312 questions
Azure OpenAI Service
Azure OpenAI Service
An Azure service that provides access to OpenAI’s GPT-3 models with enterprise capabilities.
4,057 questions
Azure AI services
Azure AI services
A group of Azure services, SDKs, and APIs designed to make apps more intelligent, engaging, and discoverable.
3,570 questions
asked 2023-09-07T08:20:19.4866667+00:00
Nikita Chernevskiy
0
Reputation points Student Ambassador
commented 2025-06-16T14:26:01.97+00:00
Nikita Chernevskiy
0
Reputation points Student Ambassador
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", …
Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,312 questions
asked 2025-06-06T06:55:16.5233333+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(51.2, 83%, 14%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EDT%3C/text%3E%3C/svg%3E)
Dragos Toma
20
Reputation points
commented 2025-06-16T08:04:41.0566667+00:00
JAYA SHANKAR G S
3,800
Reputation points Microsoft External Staff
Moderator
1 answer
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 :…
Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,312 questions
asked 2025-06-13T18:42:10.8133333+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(144, 83%, 23%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ESG%3C/text%3E%3C/svg%3E)
Siddhartha G
1
Reputation point
answered 2025-06-13T19:07:55.8933333+00:00
Manas Mohanty
5,115
Reputation points 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…
Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,312 questions
asked 2025-06-05T09:47:22.7133333+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(246.4, 21%, 33%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EHJ%3C/text%3E%3C/svg%3E)
Hongbo Jiao (CSI Interfusion Inc)
0
Reputation points Microsoft External Staff
edited an answer 2025-06-12T21:42:00.1333333+00:00
YukiMi-3210
75
Reputation points
Moderator
1 answer
One of the answers was accepted by the question author.
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…
Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,312 questions
asked 2025-06-10T08:06:59.05+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(166.4, 91%, 26%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EHS%3C/text%3E%3C/svg%3E)
Henrik Sejersen
20
Reputation points
accepted 2025-06-12T13:10:37.31+00:00
Henrik Sejersen
20
Reputation points
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.
Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,312 questions
asked 2025-05-24T14:29:44.6666667+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(131.20000000000002, 3%, 22%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ELY%3C/text%3E%3C/svg%3E)
Lai Yin Bo (NCS)
0
Reputation points
answered 2025-06-12T08:12:23.89+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(265.6, 93%, 35%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EIB%3C/text%3E%3C/svg%3E)
Ivan Bok
0
Reputation points Microsoft Employee
3 answers
One of the answers was accepted by the question author.
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…
Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,312 questions
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(83.2, 68%, 18%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EH%3C/text%3E%3C/svg%3E)
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…
Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,312 questions
asked 2025-06-05T14:26:42.6133333+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(268.8, 89%, 36%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EAG%3C/text%3E%3C/svg%3E)
Adam Goldammer
25
Reputation points
commented 2025-06-11T16:59:01.8033333+00:00
Manas Mohanty
5,115
Reputation points 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…
Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,312 questions
asked 2025-06-04T13:42:11.3566667+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(156.8, 8%, 25%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EAS%3C/text%3E%3C/svg%3E)
Ajay Shyamsundar
10
Reputation points
commented 2025-06-10T20:45:17.66+00:00
Ravada Shivaprasad
535
Reputation points Microsoft External Staff
Moderator