Questions tagged [azureml-python-sdk]
188 questions
0
votes
2 answers
How to log cross validation results as a table in azureml?
I recently started using the azureml for automated experiments and logging in the Azure Machine Learning Studio.
In an experiment, I'd like to store the results from a GridSearchCV in a table.
run.log_table(name='Gridsearch results',…
Larsq
- 315
- 2
- 12
0
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1 answer
How to transfer data from Azure ML (Notebooks) to a storage container
I need to transfer a file from my Azure ML workspace(notebooks folder) to a storage container. Tried this in jupyter notebook;
import azureml.core
from azureml.core import Workspace, Datastore
import json
subscription_id = 'key1'
resource_group =…
adey27
- 439
- 3
- 19
0
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1 answer
AzureML SDK problems with pip-installed dependencies in environment file
i am try to run a Python Script in AzureML SDK. However in the runs log file, it prints the same error over and over again:
Warning: you have pip-installed dependencies in your environment file, but you do not list pip itself as one of your conda…
0
votes
1 answer
How to query service principle details with service principle with Azure python sdk
I want to query service principle expire datatime with Azure python SDK. I have already a service principle with "GlobalReader" permission. I can authenticate with below code.
>>> from azureml.core.authentication import…
Veerendra K
- 2,145
- 7
- 32
- 61
0
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1 answer
How to access to the dataset transformed by automatic featurization steps in Azure Automated ML
I’m performing a series of experiments with Azure AutoML and I need to see the featurized data. I mean, not just the new features names retrieved by method get_engineered_feature_names() or the featurization details retrieved by…
datariel
- 150
- 11
0
votes
3 answers
Get local workspace in azureml
I am trying to run a machine learning experiment in azureml.
I can't figure out how to get the workspace context from the control script. Examples like this one in the microsoft docs use Workspace.from_config(). When I use this in the control…
B. Bogart
- 998
- 6
- 15
0
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1 answer
How can I use modules in Azure ML studio designer pipeline?
I am currently using a python script in my Azure pipeline
Import data as Dataframe --> Run Python Script --> Export Dataframe
My script is developed locally and I get import errors when trying to import tensorflow... No problem, guess I just…
LeOverflow
- 301
- 1
- 2
- 16
0
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1 answer
AzureMl pipeline: How to access data of step1 into step2
I am following this article from microsoft to create azure ml pipeline with two steps and want to use data written by step1 into step2. According to the article below code should provide path of data written by step1 into script used for step2 as an…
Radhi
- 6,289
- 15
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- 68
0
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2 answers
Azure ML - How do I fix this Snapshot Exception?
I'm doing a pipeline in Azure ML SDK. After I had run the pipeline for some amount of times it reported I had reached the Snapshot limit of 300MB. I followed some of the fixes that was proposed:
Each step script is moved to a separate subfolder
I…
Capt_Bender
- 71
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- 8
0
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1 answer
AzureML RunDetails widget output
In the RunDetails Jupyter module, what does the table (see screenshot below) represent?
Rajat Sharma
- 1
- 3
0
votes
1 answer
What are the various Run metrics that can be added in run in AzureML
I have multiple stuff that i want to record while performing ML experiment in AzureML. what are the various objects that can be recorded.
Saurabh Kansal
- 643
- 5
- 13
0
votes
1 answer
Cancel a experiment runs in AzureML using python
Found that some of the runs did not get failed and were in running state. I assume these might be consuming compute targets.
I tried to cancel the run which are in Running state from Azure ML Runs web UI, but was not working.
Saurabh Kansal
- 643
- 5
- 13
0
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1 answer
Parameterized SQL query in Azure ML
Background: There seems to be a way to parameterize DataPath with…
David Wu
- 590
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- 9
0
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1 answer
Is there a way to un-register an environment in Azure ML studio
I am trying to deploy a model in Azure ML and kept on getting the error 'model not found' from my score.py. So I decided to start from scratch again. I had my custom environment registered, and the Azure ML API for Environment class doesn't seem to…
RushMann
- 23
- 3
-1
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0 answers
Upgrade to Azure ML SDK 2
I am currently in the process of training a model using the LGBM algorithm, and the features I have include five categorical features and one textual feature.
For preprocessing, I use the CountVectorizer method for the categorical features. For the…
saraafr
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