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How to test Azure AML Widgets · microsoft/vscode-jupyter Wiki · GitHub
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How to test Azure AML Widgets
Don Jayamanne edited this page Jul 21, 2021
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- Create Azure Compute https://docs.microsoft.com/en-us/azure/machine-learning/quickstart-create-resources
- Create a new Compute Instance & star this compute instance
- Keep track of the following information:
- Subscription Id
- Resource Name
- Workspace Name (compute workspace created)
- Compute Name (compute instance created)
- Install Python & dependencies (https://docs.microsoft.com/en-us/python/api/overview/azure/ml/install?view=azure-ml-py)
- Pip install azureml-core azureml-widgets
- Create a workspace folder as follows
- code>hello>hello.py
print("Hello World!")
- config.json
- sample.ipynb
from azureml.core import Workspace, Experiment, ScriptRunConfig from azureml.widgets import RunDetails ws = Workspace.from_config() experiment = Experiment(workspace=ws, name='day1-experiment-hello') config = ScriptRunConfig(source_directory='./code/hello', script='hello.py', compute_target='cpucluster') run = experiment.submit(config) RunDetails(run).show()
- code>hello>hello.py
- Run the notebook cell, output should be as follows:
Notes:
- If you have trouble authenticating, then check out https://github.com/Azure/MachineLearningNotebooks/blob/master/how-to-use-azureml/training/train-on-local/train-on-local.ipynb
- If testing against Azure ML Remote Compute, then launch VS Code from the compute instance, create a notebook as documented above.
- Contribution
- Source Code Organization
- Coding Standards
- Profiling
- Coding Guidelines
- Component Governance
- Writing tests
- Kernels
- Intellisense
- Debugging
- IPyWidgets
- Extensibility
- Module Dependencies
- Errors thrown
- Jupyter API
- Variable fetching
- Import / Export
- React Webviews: Variable Viewer, Data Viewer, and Plot Viewer
- FAQ
- Kernel Crashes
- Jupyter issues in the Python Interactive Window or Notebook Editor
- Finding the code that is causing high CPU load in production
- How to install extensions from VSIX when using Remote VS Code
- How to connect to a jupyter server for running code in vscode.dev
- Jupyter Kernels and the Jupyter Extension
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