Questions tagged [azureml-python-sdk]
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azureml-python-sdk
217
questions
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Load Registered Component in Azure ML for Pipeline using Python sdk v2
I'm working in Azure Machine Learning Studio to create components that I will run together in a pipeline. In this basic example, I have a single python script and a single yml file that make up my ...
1
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0
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54
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Azureml studio Unable to start connection test getting ValidationError: Required metadata property ContainerName is missing
In Azureml studio i go into service connection and try to test the connection using Microsoft Entra but getting " Required metadata property ContainerName is missing."
however when i go ...
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0
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48
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AzureML SDKV2 - ml_client job stream error - Unauthorized
I have a aml pipeline that uses azureml sdkv2. I submit the pipeline as:
def get_chained_credentials(client_id: str):
try:
managed_identity_creds = ManagedIdentityCredential(client_id=...
- 750
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1
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84
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How to set resources in pipeline component in Azure machine learning sdk v2?
I'm creating a pipeline that scores images using a custom pytorch unet. Assume I registered my model and now I'm creating that pipeline. I'm running into a OOM issue due to Azure setting the docker ...
- 118
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98
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AzureML command job: 'Your file exceeds 100 MB.'
I am trying to submit a job to AzureML using Python SDK V2.
I am developing locally on VSCode.
As my repository grew over time, I now get the message when submitting the job:
Your file exceeds 100 MB....
- 15
1
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0
answers
164
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Connection Default_AzureOpenAI not found Azure AI Studio
**Update: It's a shame Microsoft set a redirect of the tutorial I was using for this Stackoverflow question and the tutorial is now lost and replaced without it being the same tutorial or code. If ...
- 640
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1
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201
views
Azure deployment error "TypeError: metaclass conflict" when importing tensorflow (1.13.1) in project code
Any help fixing the problem would be greatly appreciated.
I am trying to deploy an old CNN model (MRCNN), last deployed in December 2020, on Azure ML studio using the Python SDK V2. After a successful ...
- 2,066
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1
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107
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error when trying to create a scheduled job in azure ml
im getting this error when submitting a scheduled pipeline,
Failed to submit job due to Exception: Response status code does not indicate success: 400 (Exception(s) encountered while validating ...
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1
answer
126
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Azure Machine Learning dataset creation hangs forever
I'm trying to create a Dataset from a datastore using Azure ML, however, the execution hangs forever and never finishes.
This is the code I'm running which I've adapted from the Msft documentation:
...
- 14.6k
0
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1
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329
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Azure ML custom command component - how to use a custom image
All examples that I have seen of the use of the command_component decorator to create custom components in Azure ML pipelines use an image from Microsoft's container registry, as seen in this ...
- 338
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2
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349
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Unable to read current version of delta table in azure ml studio using Data asset
I am trying to create data assest with ADLS gen 2, and read a delta table on adls gen folder something like this:
/
└── my-data
├── _delta_log
├── part-0000-xxx.parquet
└── part-0001-xxx....
- 1
1
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1
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132
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Read shapefile from Azure Blob Storage in Azure Machine Learning
I have several shapefiles stored in Azure Blob Storage within my Azure Machine Learning workspace, each comprising the files: file.fix, file.shp, file.dbf, file.prj, and file.shx. I need to directly ...
- 37
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1
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209
views
Azure ML Pipeline: Specify input-path on compute
I got a python script which shall be executed as an Azure ML pipeline step. This script expects to find several file-sets in a certain tree structure e.g.
data/
├─ project_A/
│ ├─ data.csv
│ ├─ ...
- 50
0
votes
1
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90
views
What is the best way to containarise model using Azure ML Pipeline
We are migrating from Azure ML Python SDK V1 to V2.
I have a requirement to train a model, containerize using a custom Dockerfile, and push it to a container registry.
Previously with V1 SDK, I used ...
- 835
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177
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How do I write a pandas data frame from an Azure ML Jupyter notebook to an Azure SQL database?
I'm working with some data in Azure ML, using Jupyter notebooks.
I've gathered the data from an Azure SQL database by setting the tables up as assets and then used Python to run some machine learning ...
- 11