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Questions tagged [azureml-python-sdk]

188 questions
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Pandas: How to find line breaks in a DF?

I need to find all representations of line breaks to circumvent a problem created by AzureML's designers, which is as follows: By default (support_multi_line=False), all line breaks, including those in quoted field values, will be interpreted as a…
John Stud
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Conda/Pip Environment creation fails with azureml & adlfs/opencensus-ext-azure

I am trying to create a local development environment using conda with azureml libraries. Following environment.yml file works fine. name: cortixml_azure_env channels: - conda-forge - defaults dependencies: - python=3.8.3 - pandas - numpy …
Arnab Biswas
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AzureML: publish pipelines

I have published an ML pipeline using AzureML SDK, and then triggering thepipeline from an external service using the REST endpoint. Is there a way, by which I can re-publish the pipeline, keeping the REST endpoint unchanged?
colab123
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How to pass pipeline data to azure ml pipeline databricks step?

I have created an Azure ml pipeline consisting of 4 steps. First, two steps are python script steps and the 3rd one is databricks step and 4th one is also python script step. I am creating a pipeline data and passing it to all subsequent steps. …
Abhijit Halder
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Get auto-generated OutputFileDatasetConfig destination

From the OutputFileDatasetConfig documentation for the destination class member, If set to None, we will copy the output to the workspaceblobstore datastore, under the path /dataset/{run-id}/{output-name} Given I have the handle to such…
Francois
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No module named 'azureml' >> !pip install azureml-core >> from azureml.core import Experiment

I am facing issues with Azure ML when i try to install the SDK with pip install azureml-core and then import azureml.core in my script. I do not understand how can it be possible to have this error assuming that the package installation is complete…
Tirbo06
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AzureML experiment pipeline not using CUDA with PyTorch

I am running an experiment pipeline to train my model with PyTorch and CUDA. I created the environment as follow: env = Environment.from_conda_specification(model, join(model, 'conda_dependencies.yml')) env.docker.enabled = True …
3nomis
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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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Packaging multiple models from Azure ML experiment

So I have started to create a MLOps pipeline that is training multiple models within multiple pipeline steps. The picture below is the graphical representation of the coded pipeline steps within the Azure ML Studio. These steps run fine and both…
Hillygoose
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Deploy Azure ML to custom kubernetes

Is it possible to deploy image produced by Azure ML to Self managed Kubernetes using helm charts? we just want to consume the image and model. I see that when it is deployed to an inferencecluster in AKS, there are certain ENV variables being set by…
abindlish
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Load Azure ML experiment run information from datastore

I have lots of run files created by running PyTorch estimator/ ScriptRunStep experiments that are saved in azureml blob storage container. Previously, I'd been viewing these runs in the Experiments tab of the ml.azure.com portal and associating tags…
walexand3r
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difference between scriptrunconfig, runconfig and estimator

I just starting learning Machine learning with azure. I have read a few docs about the difference between scriptrunconfig, runconfig and estimator. I didn't understand much about them in any of the doc. please help me understand them. when do we…
sheshank k
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Using "cv_splits_indices" in AutoMLConfig (azureml)

When training an regression model with AutoMLConfig with n_cross_validations being a normal int, I'm facing no problems. Now I want to use TimeSeriesSplit as the cross validation method for training a model with AutoMLConfig. For this there is a…
Brian Barbieri
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Azure ML: Updating parameters on PipelineDraft created by Designer

Just asking around as I could not find any documentation/prior queries on this. I am currently using Azure ML Designer to design a pipeline. I am trying to use the Azure ML Python SDK to modify my PipelineDraft—especially the input data used in the…
matt
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