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Copy file name to clipboardExpand all lines: azure-sql/virtual-machines/windows/security-considerations-best-practices.md
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@@ -109,7 +109,7 @@ Consider the following limitations
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- Once Azure AD authentication is enabled, there is no way to disable it by using the Azure portal.
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- Currently, enabling Azure AD authentication is only possible through the Azure portal.
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- Currently, Azure AD authentication is only available to SQL Server VMs deployed to the public cloud.
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- Currently, Authenticating to SQL VM through AAD authentication using [FIDO2 method](/azure/active-directory/authentication/howto-authentication-passwordless-faqs) is not supported.
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## Azure Advisor
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[!INCLUDE [SQL Server Azure SQL Database Azure SQL Managed Instance](../../includes/applies-to-version/sql-asdb-asdbmi.md)]
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Has no effect on full-text catalogs in [!INCLUDE[sql2008-md](../../includes/sql2008-md.md)] and later versions and is supported for backward compatibility only. **sp_fulltext_database** does not disable the Full-Text Engine for a given database. All user-created databases in [!INCLUDE [ssnoversion-md](../../includes/ssnoversion-md.md)] are always enabled for full-text indexing.
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This is supported for backward compatibility only. **sp_fulltext_database** does not disable the Full-Text Engine for a given database. All user-created databases in [!INCLUDE [ssnoversion-md](../../includes/ssnoversion-md.md)] are always enabled for full-text indexing.
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> [!IMPORTANT]
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> [!INCLUDE[ssNoteDepFutureAvoid](../../includes/ssnotedepfutureavoid-md.md)] Use [!INCLUDE[ssManStudio](../../includes/ssmanstudio-md.md)] instead.
|**enable**|Supported for backward compatibility only. Has no effect on full-text catalogs in [!INCLUDE[sql2008-md](../../includes/sql2008-md.md)] and later versions.|
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|**disable**|Supported for backward compatibility only. Has no effect on full-text catalogs in [!INCLUDE[sql2008-md](../../includes/sql2008-md.md)] and later versions.|
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|**enable**|Supported for backward compatibility only. It will rebuild all Fulltext catalogs of the database if the previous state of Fulltext is "disabled".|
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|**disable**|Supported for backward compatibility only.|
Generates a predicted value or scores based on a stored model. For more information, see [Native scoring using the PREDICT T-SQL function](../../machine-learning/predictions/native-scoring-predict-transact-sql.md).
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> [!IMPORTANT]
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> Support for `PREDICT` is in Preview in Azure SQL Managed Instance.
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In Azure SQL Managed Instance, `PREDICT` supports models in [Open Neural Network Exchange (ONNX)](https://onnx.ai/get-started.html) format or models trained using the [RevoScaleR](../../machine-learning/r/ref-r-revoscaler.md) and [revoscalepy](../../machine-learning/python/ref-py-revoscalepy.md) packages.
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> [!IMPORTANT]
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> Support for `PREDICT` is in Preview in Azure SQL Managed Instance.
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> Support for ONNX in `PREDICT` is in preview in Azure SQL Managed Instance.
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::: moniker-end
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@@ -186,7 +183,7 @@ The DATA parameter is used to specify the data used for scoring or prediction. D
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**RUNTIME = ONNX**
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> [!IMPORTANT]
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> The `RUNTIME = ONNX` argument is only available in [Azure SQL Edge](/azure/sql-database-edge/onnx-overview), [Azure Synapse Analytics](/azure/synapse-analytics/overview-what-is), and is in Preview in [Azure SQL Managed Instance](/azure/azure-sql/managed-instance/machine-learning-services-overview).
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> The `RUNTIME = ONNX` argument is only available in [Azure SQL Edge](/azure/sql-database-edge/onnx-overview), [Azure Synapse Analytics](/azure/synapse-analytics/overview-what-is), and is in preview in [Azure SQL Managed Instance](/azure/azure-sql/managed-instance/machine-learning-services-overview).
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Indicates the machine learning engine used for model execution. The `RUNTIME` parameter value is always `ONNX`. The parameter is required for Azure SQL Edge and Azure Synapse Analytics. On Azure SQL Managed Instance (in Preview), the parameter is optional and only used when using ONNX models.
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@@ -259,7 +256,7 @@ FROM PREDICT(MODEL = @model,
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The alias **d** specified for table source in the `DATA` parameter is used to reference the columns belonging to `dbo.mytable`. The alias **p** specified for the `PREDICT` function is used to reference the columns returned by the `PREDICT` function.
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- The model is stored as `varbinary(max)` column in table call **Models**. Additional information such as **ID** and **description** is saved in the table to identify the mode.
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- The model is stored as `varbinary(max)` column in table called `Models`. Additional information such as `ID` and `description` is saved in the table to identify the model.
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- The alias **d** specified for table source in the `DATA` parameter is used to reference the columns belonging to `dbo.mytable`. The input data column names should match the name of inputs for the model.
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- The alias **p** specified for the `PREDICT` function is used to reference the predicted column returned by the `PREDICT` function. The column name should have the same name as the output name for the model.
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- All input data columns and the predicted columns are available to display in the SELECT statement.
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:::moniker-end
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- The results of `PREDICT` are stored in a table called PredictionResults.
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- The model is stored as `varbinary(max)` column in table call **Models**. Additional information such as ID and description can be saved in the table to identify the model.
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- The results of `PREDICT` are stored in a table called `PredictionResults`.
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- The model is stored as `varbinary(max)` column in table called `Models`. Additional information such as ID and description can be saved in the table to identify the model.
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- The alias **d** specified for table source in the `DATA` parameter is used to reference the columns in `dbo.mytable`. The input data column names should match the name of inputs for the model.
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- The alias **p** specified for the `PREDICT` function is used to reference the predicted column returned by the `PREDICT` function. The column name should have the same name as the output name for the model.
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- All input columns and the predicted column are available to display in the SELECT statement.
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-[Revoscalepy (Python package in SQL Server Machine Learning Services)](../../machine-learning/python/ref-py-revoscalepy.md)
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