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Questions tagged [azuremlsdk]

74 questions
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AzureML SVD Model Deployment Fails for Managed Instance. Missing azureml.studio package

I've built a SVD recommmendation model in AzureML Studio based on the example in the azure docs. If I deploy the model to a real-time Container Instance endpoint directly from the job it works. However, I'd like to create a real-time endpoint that…
picklepick
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Encountered an internal AutoML error- ClientException: Message: No objects to concatenate

I am trying to implement Hierarchical time series forecasting on azureautoml pipelines. I followed this notebook for…
Arun P
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Azure ML - Can not list/load registered Datasets via Python SDK

I'm quite new to Azure ML and Python. I created some datasets using both the Azure ML GUI and the Python SDK: Now I want to load these datasets in a Pandas Dataframe. But when I run Dataset.get_all(workspace=workspace) I got an empty list. Do I…
user20450365
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azureml inference config how to call yaml file

how do I pass a yaml file to inference config? the yaml file is in the same source directory as my score.py file my yaml script is called score_env.yaml name: inference_environment dependencies: - python=3.8.1 - pip: - azureml-defaults - numpy -…
Ross
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Azure ml : Difference between ScriptRunConfig vs command

I'm trying to start a training job on Azure ML from an Azure function (blob trigger) using Python. Here're the two ways I've seen it done: Using the command function from azure.ai.ml inputs=dict( data_folder=Input(type="uri_folder",…
Judy T Raj
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pass extra file argument to azureml inference config class

Currently crating inf_conf from entry script (score.py) and environment however, I have a json file that i also want to include in this. Is there a way i can do this? I have seen source_directory argument but json file is not in the same folder as…
Ross
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'create' is misspelled or not recognized by the system on az ml dataset create

I'm trying to create a dataset on my azure ML workspace from a GitHub action I've created a datastore and uploaded data to that datastore when I try to create a dataset using the cli, I get this error: 'create' is misspelled or not recognized by the…
Dor Lugasi-Gal
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Is there any limitations for runs per users in Azure ML experiments?

I and my team members are working on a machine learning project through the Azure ML portal. We have created a specific experiment in our workspace in Azure ML and are submitting our Python script runs from our local or remote machines in this…
elldora
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Python AzureML Hello world - Can't find module azureml

Python 3.10, Pip install azureml-sdk 1.39.0. Environments: Win10 PS, VS2022, and a docker image- all same results . Pip show shows the azureml-core package. Simple (I thought) script, but it can't find "azureml.core" No module named azureml is the…
LarryR
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How to force PythonScriptStep to run in Azure ML

I'm relatively new to Azure ML and trying to run a model via PythonScriptStep I can publish pipelines and run the model. However, once it has run once I can't re-submit the step as it states "This run reused the output from a previous run". My code…
Rich
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Azure ML Studio saved plots have boxes instead of characters

Context & Update: I've rewritten this post to reflect latest findings (problem as yet unresolved) Using Azure Machine Learning Studio to run an "Execute R script" task. Using a compute cluster, which shuts down after running the pipeline (so no…
David Alexander
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Why is env different in an Azure ML notbook and an Azure ML terminal?

I'm using MS Azure ML and have found that when I start a Notebook (from the Azure ML Studio) it is executing in a a different environment than if I create a Python script and run it from the studio. I want to be able to create a specific environment…
Robert
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How to add an explicit pip dependency on Conda

I am getting a long list of messages shown below on the log whenever I try to run a python script on the azure. Please tell me what is causing this and what could be the solution to it. Warning: you have pip-installed dependencies in your…
Prabesh Lamichhane
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Cannot Run Azure ML Model Locally, Help on Entry script

I am working on a project where a model will be created using Azure ML(ml.azure.com), I plan to utilize Azure ML Designer eventually, So I picked up a sample pipeline (Regression - Automobile Price Prediction (Basic)). I then created a realtime…
Nouman Qaiser
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scoring R model in Python

I am having a hard time to deploy an R model and expose it as a web service using azuremlsdk for R. The Python side of Azure machine learning appears to be more mature as Python was deemed more important by Microsoft. Anyway, I was wondering if one…
cs0815
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