Questions tagged [azureml-python-sdk]
188 questions
0
votes
1 answer
can you change azureml rest endpoint from public to private
Is it possible to have private endpoints in azure ml? I want to change the endpoint from public to private
paul
- 55
- 5
0
votes
1 answer
Why do i get FileNotFoundError: [Errno 2] for source_directory in Azure ML Cartpole tutorial?
I have followed the steps described in Cartpool notebook, but when I come to training the cartpole agent running the following cell:
from azureml.core import RunConfiguration, ScriptRunConfig, Experiment
from azureml.core.runconfig import…
nize
- 1,012
- 1
- 11
- 27
0
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0 answers
How to change bert model batch size from code?
I am using a pretrained bert model by azure automl
import joblib
from azureml.core.model import Model
from azureml.core import Workspace
import os
import pickle
ws = Workspace.from_config()
path=Model.get_model_path(model_name, version=1,…
tammuz
- 407
- 5
- 14
0
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1 answer
Install local python libary in azure ml studio environment
I am trying to run a Machine Learning training script I wrote in azure by using:
env = Environment.from_conda_specification("experiment_env", "my_environment.yml")
script_config = ScriptRunConfig(source_directory=experiment_folder,
…
mayool
- 138
- 8
0
votes
1 answer
How list all available Dataset Versions in an Azure ML Dataset and also get the One before the Latest Version of the Dataset
Is there a way to list all the available versions of an Azure ML Dataset? Not via the UI, but by using the SDK. Also, How can we get the one before the latest version of that Azure ML Dataset?
The main goal here is to do identify the changes in the…
Imperial_J
- 306
- 1
- 7
- 23
0
votes
1 answer
Azure ML - Retrieve an AutoMLStep model and use for inference
I am currently trying to use the AutoMLStep to train a machine learning model, register it in the workspace, and use it for inference as a deserialized model.
My current project folder/file structure is the following:
project/
│
├── src/
…
billfcb
- 11
- 1
0
votes
1 answer
Get azureML pipeline step logs
I'm using Python SDK, and my goal is to download output files from a pipeline step run. However, I have only been able to access the (global) pipeline logs, but not the logs of the individual steps. Here is my code at the moment:
train_exp =…
Jorge LG
- 13
- 2
0
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0 answers
Is possible to skip pipeline steps depending on any parameter, in Azure ML?
I'm trying to build a pipeline in AzureML using python SDK and publish as endpoint. The goal is to be able to send a param to the endpoint which allow me to skip some steps when is True.
So for example if skip is True, the second and third steps in…
Jorge LG
- 13
- 2
0
votes
0 answers
Error when trying to install azureml-automl-core
I'm trying to install the azureml-automl-core package on my macOS laptop with the following command:
pip install azureml-automl-core
and I get an error which says that it encountered error while trying to install the numpy package. But I already…
Juan123
- 1
- 1
0
votes
0 answers
Error in Datadrift Monitor in Azure ML - Analyze existing data
I have created a monitor using Data drift detector in Azure ML.
When I am monitoring it through studio interface using data---->data monitor
it shows below error.
"Failed to load metrics.
Service is temporarily unavailable. Please try again later"
I…
Anjali
- 1
- 1
0
votes
1 answer
Azure ML Endpoint error 'GradientBoostingRegressor' object has no attribute 'n_features_'
While running the endpoint testing in Azure ML, I am experiencing one error related to the reading of input data.
Steps followed :
Running Gradient boost model
2.Train and test the data and save it in the model. pkl file
Registering the model on…
Abhay Joshi
- 11
- 2
0
votes
1 answer
cannot load the model in Azure ML
when I try to load a model in Azure ML with below code I get an error.
anyone know how to fix the issue with Azure?
from tensorflow import keras
keras.models.load_model('model.h5')
AttributeError Traceback (most recent…
sharp19
- 1
0
votes
1 answer
import local module in azureml endpoint
I am trying to create and endpoint for my azureml model. All the examples that I have seen for the moment use models from the library sklearn, so no problem to load the model from .pkl file.
In my case, my model is of a custom class that I wrote my…
tammuz
- 407
- 5
- 14
0
votes
2 answers
AzureML remote data path
I have a MLTable data asset in Azure ML studio that I am trying to access in python and I can't figure out the structure of the path.
My datastore name is fooddb and my MLTable name is food. The MLTable was created in Microsoft Azure Machine…
Jamie
- 1
0
votes
1 answer
Long time in installing azureml-sdk[databricks] on DataBricke
I am trying to install "azureml-sdk[databricks]" on my cluster in DataBricks using PyPi. But it is taking very long time and the status is always "Pending". I have waited around 2-3 hours but this package is still not installed.
Some other packages…
ZeeshanShareef
- 73
- 9