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Merge pull request #263169 from sdgilley/sdg-new-temp-fix
move refs to temp-fix branch
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articles/machine-learning/tutorial-enable-recurrent-materialization-run-batch-inference.md

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@@ -64,15 +64,15 @@ Before you proceed with this tutorial, be sure to complete the first and second
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1. Install the Azure Machine Learning extension.
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[!notebook-python[] (~/azureml-examples-main/sdk/python/featurestore_sample/notebooks/sdk_and_cli/3. Enable recurrent materialization and run batch inference.ipynb?name=install-ml-ext-cli)]
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[!notebook-python[] (~/azureml-examples-temp-fix/sdk/python/featurestore_sample/notebooks/sdk_and_cli/3. Enable recurrent materialization and run batch inference.ipynb?name=install-ml-ext-cli)]
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2. Authenticate.
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[!notebook-python[] (~/azureml-examples-main/sdk/python/featurestore_sample/notebooks/sdk_and_cli/3. Enable recurrent materialization and run batch inference.ipynb?name=auth-cli)]
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[!notebook-python[] (~/azureml-examples-temp-fix/sdk/python/featurestore_sample/notebooks/sdk_and_cli/3. Enable recurrent materialization and run batch inference.ipynb?name=auth-cli)]
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3. Set the default subscription.
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[!notebook-python[] (~/azureml-examples-main/sdk/python/featurestore_sample/notebooks/sdk_and_cli/3. Enable recurrent materialization and run batch inference.ipynb?name=set-default-subs-cli)]
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[!notebook-python[] (~/azureml-examples-temp-fix/sdk/python/featurestore_sample/notebooks/sdk_and_cli/3. Enable recurrent materialization and run batch inference.ipynb?name=set-default-subs-cli)]
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articles/machine-learning/tutorial-get-started-with-feature-store.md

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1. Install the Azure Machine Learning CLI extension.
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[!notebook-python[] (~/azureml-examples-main/sdk/python/featurestore_sample/notebooks/sdk_and_cli/1. Develop a feature set and register with managed feature store.ipynb?name=install-ml-ext-cli)]
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[!notebook-python[] (~/azureml-examples-temp-fix/sdk/python/featurestore_sample/notebooks/sdk_and_cli/1. Develop a feature set and register with managed feature store.ipynb?name=install-ml-ext-cli)]
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1. Authenticate.
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[!notebook-python[] (~/azureml-examples-main/sdk/python/featurestore_sample/notebooks/sdk_and_cli/1. Develop a feature set and register with managed feature store.ipynb?name=auth-cli)]
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[!notebook-python[] (~/azureml-examples-temp-fix/sdk/python/featurestore_sample/notebooks/sdk_and_cli/1. Develop a feature set and register with managed feature store.ipynb?name=auth-cli)]
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1. Set the default subscription.
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[!notebook-python[] (~/azureml-examples-main/sdk/python/featurestore_sample/notebooks/sdk_and_cli/1. Develop a feature set and register with managed feature store.ipynb?name=set-default-subs-cli)]
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[!notebook-python[] (~/azureml-examples-temp-fix/sdk/python/featurestore_sample/notebooks/sdk_and_cli/1. Develop a feature set and register with managed feature store.ipynb?name=set-default-subs-cli)]
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### [SDK and CLI track](#tab/SDK-and-CLI-track)
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[!notebook-python[] (~/azureml-examples-main/sdk/python/featurestore_sample/notebooks/sdk_and_cli/1. Develop a feature set and register with managed feature store.ipynb?name=create-fs-cli)]
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[!notebook-python[] (~/azureml-examples-temp-fix/sdk/python/featurestore_sample/notebooks/sdk_and_cli/1. Develop a feature set and register with managed feature store.ipynb?name=create-fs-cli)]
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> [!NOTE]
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> - The default blob store for the feature store is an ADLS Gen2 container.
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For more information more about access control, see [Manage access control for managed feature store](./how-to-setup-access-control-feature-store.md).
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[!notebook-python[] (~/azureml-examples-main/sdk/python/featurestore_sample/notebooks/sdk_and_cli/1. Develop a feature set and register with managed feature store.ipynb?name=assign-aad-ds-role-cli)]
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[!notebook-python[] (~/azureml-examples-temp-fix/sdk/python/featurestore_sample/notebooks/sdk_and_cli/1. Develop a feature set and register with managed feature store.ipynb?name=assign-aad-ds-role-cli)]
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## Prototype and develop a feature set
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Create an `account` entity that has the join key `accountID` of type `string`.
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[!notebook-python[] (~/azureml-examples-main/sdk/python/featurestore_sample/notebooks/sdk_and_cli/1. Develop a feature set and register with managed feature store.ipynb?name=register-acct-entity-cli)]
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[!notebook-python[] (~/azureml-examples-temp-fix/sdk/python/featurestore_sample/notebooks/sdk_and_cli/1. Develop a feature set and register with managed feature store.ipynb?name=register-acct-entity-cli)]
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### [SDK and CLI track](#tab/SDK-and-CLI-track)
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[!notebook-python[] (~/azureml-examples-main/sdk/python/featurestore_sample/notebooks/sdk_and_cli/1. Develop a feature set and register with managed feature store.ipynb?name=register-txn-fset-cli)]
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[!notebook-python[] (~/azureml-examples-temp-fix/sdk/python/featurestore_sample/notebooks/sdk_and_cli/1. Develop a feature set and register with managed feature store.ipynb?name=register-txn-fset-cli)]
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Execute this code cell for role assignment. The permissions might need some time to propagate.
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[!notebook-python[] (~/azureml-examples-main/sdk/python/featurestore_sample/notebooks/sdk_and_cli/1. Develop a feature set and register with managed feature store.ipynb?name=grant-rbac-to-user-identity-cli)]
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[!notebook-python[] (~/azureml-examples-temp-fix/sdk/python/featurestore_sample/notebooks/sdk_and_cli/1. Develop a feature set and register with managed feature store.ipynb?name=grant-rbac-to-user-identity-cli)]
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> The sample data used in this notebook is small. Therefore, this parameter is set to 1 in the
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> featureset_asset_offline_enabled.yaml file.
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[!notebook-python[] (~/azureml-examples-main/sdk/python/featurestore_sample/notebooks/sdk_and_cli/1. Develop a feature set and register with managed feature store.ipynb?name=enable-offline-mat-txns-fset-cli)]
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[!notebook-python[] (~/azureml-examples-temp-fix/sdk/python/featurestore_sample/notebooks/sdk_and_cli/1. Develop a feature set and register with managed feature store.ipynb?name=enable-offline-mat-txns-fset-cli)]
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This code cell materializes data by current status *None* or *Incomplete* for the defined feature window.
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[!notebook-python[] (~/azureml-examples-main/sdk/python/featurestore_sample/notebooks/sdk_and_cli/1. Develop a feature set and register with managed feature store.ipynb?name=backfill-txns-fset-cli)]
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[!notebook-python[] (~/azureml-examples-temp-fix/sdk/python/featurestore_sample/notebooks/sdk_and_cli/1. Develop a feature set and register with managed feature store.ipynb?name=backfill-txns-fset-cli)]
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