Azure / Azure/MachineLearningNotebooks
ML Pipelines DatabricksStep doesn't support Run.get_context()
- Lingua principale
- Jupyter Notebook
- Stelle
- 4.4k
- Fork
- 2.6k
- Metriche di merge delle PR
- Nessuna PR unita negli ultimi 30g
Descrizione
While using a DatabricksStep I want to get the appropriate Run context so that I can log information to Azure ML.
I thought this might work:
1) Authenticate with AzureMLTokenAuthentication
2) Get an authenticated Workspace -> Experiment -> Run
3) Use the Run.get_context()
Although I can't use the AzureMLTokenAuthentication to authenticate the Workspace.
Can you please provide more information on Azure's intention on how AzureMLTokenAuthentication should even be used?
The only way I've been able to get a run_context from within Databricks during a DatabricksStep is:
```
os.environ['AZUREML_RUN_TOKEN'] = AZUREML_RUN_TOKEN
os.environ['AZUREML_RUN_TOKEN_EXPIRY'] = AZUREML_RUN_TOKEN_EXPIRY
os.environ['AZUREML_RUN_ID'] = AZUREML_RUN_ID
os.environ['AZUREML_ARM_SUBSCRIPTION'] = AZUREML_ARM_SUBSCRIPTION
os.environ['AZUREML_ARM_RESOURCEGROUP'] = AZUREML_ARM_RESOURCEGROUP
os.environ['AZUREML_ARM_WORKSPACE_NAME'] = AZUREML_ARM_WORKSPACE_NAME
os.environ['AZUREML_ARM_PROJECT_NAME'] = AZUREML_ARM_PROJECT_NAME
os.environ['AZUREML_SERVICE_ENDPOINT'] = AZUREML_SERVICE_ENDPOINT
run = Run.get_context(allow_offline=False)
```
Which feels like a hack. How does Azure suggest that someone does this.
Any help is appreciated.
Noel
---
#### Document Details
⚠ *Do not edit this section. It is required for docs.microsoft.com ➟ GitHub issue linking.*
* ID: 4f99a518-b801-fb1c-4f6a-4a520be5aecc
* Version Independent ID: abc91e79-e6ef-801d-1883-4e0fba418317
* Content: [azureml.core.authentication.AzureMLTokenAuthentication class - Azure Machine Learning Python](https://docs.microsoft.com/en-us/python/api/azureml-core/azureml.core.authentication.azuremltokenauthentication?view=azure-ml-py)
* Content Source: [AzureML-Docset/stable/docs-ref-autogen/azureml-core/azureml.core.authentication.AzureMLTokenAuthentication.yml](https://github.com/MicrosoftDocs/MachineLearning-Python-pr/blob/live/AzureML-Docset/stable/docs-ref-autogen/azureml-core/azureml.core.authentication.AzureMLTokenAuthentication.yml)
* Service: **machine-learning**
* Sub-service: **core**
* GitHub Login: @debfro
* Microsoft Alias: **jmartens**
Guida per i contributori
Nessuna guida per i contributori indicizzata per questo repository
Valutazione
Questa issue non è ancora stata valutata.