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articles/ai-services/speech-service/language-identification.md

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ms.subservice: speech-service
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ms.custom: devx-track-extended-java, devx-track-js, devx-track-python
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ms.topic: how-to
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ms.date: 04/19/2023
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ms.date: 9/19/2023
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ms.author: eur
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zone_pivot_groups: programming-languages-speech-services-nomore-variant
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---
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You use Speech translation when you need to identify the language in an audio source and then translate it to another language. For more information, see [Speech translation overview](speech-translation.md).
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> [!NOTE]
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> Speech translation with language identification is only supported with Speech SDKs in C#, C++, and Python.
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> Speech translation with language identification is only supported with Speech SDKs in C#, C++, JavaScript, and Python.
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> Currently for speech translation with language identification, you must create a SpeechConfig from the `wss://{region}.stt.speech.microsoft.com/speech/universal/v2` endpoint string, as shown in code examples. In a future SDK release you won't need to set it.
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::: zone pivot="programming-language-csharp"
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articles/azure-maps/power-bi-visual-add-bubble-layer.md

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---
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title: Add a bubble layer to an Azure Maps Power BI visual
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titleSuffix: Microsoft Azure Maps
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description: In this article, you'll learn how to use the bubble layer in an Azure Maps Power BI visual.
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description: In this article, you learn how to use the bubble layer in an Azure Maps Power BI visual.
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author: deniseatmicrosoft
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ms.author: limingchen
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ms.date: 11/14/2022
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:::image type="content" source="./media/power-bi-visual/bubble-layer-with-legend-color.png" alt-text="A map displaying point data using the bubble layer":::
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Initially all bubbles have the same fill color. If a field is passed into the **Legend** bucket of the **Fields** pane, the bubbles will be colored based on their categorization. The outline of the bubbles is white be default but can be changed to a new color or by enabling the high-contrast outline option. The **High-contrast outline** option dynamically assigns an outline color that is a high-contrast variant of the fill color. This helps to ensure the bubbles are clearly visible regardless of the style of the map. The following are the primary settings in the **Format** pane that are available in the **Bubble layer** section.
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Initially all bubbles have the same fill color. If a field is passed into the **Legend** bucket of the **Fields** pane, the bubbles are colored based on their categorization. The outline of the bubbles is white be default but can be changed to a new color or by enabling the high-contrast outline option. The **High-contrast outline** option dynamically assigns an outline color that is a high-contrast variant of the fill color. This helps to ensure the bubbles are clearly visible regardless of the style of the map. The following are the primary settings in the **Format** pane that are available in the **Bubble layer** section.
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| Setting | Description |
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|----------------|----------------|
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| Size | The size of each bubble. This option is hidden when a field is passed into the **Size** bucket of the **Fields** pane. More options will appear as outlined in the [Bubble size scaling](#bubble-size-scaling) section further down in this article. |
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| Size | The size of each bubble. This option is hidden when a field is passed into the **Size** bucket of the **Fields** pane. More options appear as outlined in the [Bubble size scaling](#bubble-size-scaling) section further down in this article. |
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| Range scaling | Used to define how the bubble layer scales the bubbles.<br><br>• **Magnitude**: Bubble size scales by magnitude. Negative values are automatically converted to positive values.<br>• **DataRange**: Bubble size scales from min-of-data to max-of-data. There's no anchoring to zero.<br>• **Automatic**: Bubble size scales automatically into one of the two types, as follows:<br>&nbsp;&nbsp;&nbsp;&nbsp;**Magnitude**: Positive or negative only data.<br>&nbsp;&nbsp;&nbsp;&nbsp;**DataRange**: data that contains both positive and negative values.<br>• **(Deprecated)**: Applies to reports created prior to the range scaling property, to provide backward-compatibility. It's recommended that you change this to use any one of the three preceding options. |
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| Shape | Transparency. The fill transparency of each bubble. |
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| Color | Fill color of each bubble. This option is hidden when a field is passed into the **Legend** bucket of the **Fields** pane and a separate **Data colors** section will appear in the **Format** pane. |
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| Color | Fill color of each bubble. This option is hidden when a field is passed into the **Legend** bucket of the **Fields** pane and a separate **Data colors** section appears in the **Format** pane. |
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| Border | Settings for the border include color, width, transparency and blur.<br/>&nbsp;&nbsp;&nbsp;&nbsp;• Color specifies the color that outlines the bubble. This option is hidden when the **High-contrast outline** option is enabled.<br/>&nbsp;&nbsp;&nbsp;&nbsp;• Width specifies the width of the outline in pixels.<br/>&nbsp;&nbsp;&nbsp;&nbsp;• Transparency specifies the transparency of each bubble.<br/>&nbsp;&nbsp;&nbsp;&nbsp;• Blur specifies the amount of blur applied to the outline of the bubble. A value of one blurs the bubbles such that only the center point has no transparency. A value of 0 apply any blur effect.|
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| Zoom | Settings for the zoom property include scale, maximum and minimum.<br/>&nbsp;&nbsp;&nbsp;&nbsp;• Zoom scale is the amount the bubbles should scale relative to the zoom level. A zoom scale of one means no scaling. Large values will make bubbles smaller when zoomed out and larger when zoomed in. This helps to reduce the clutter on the map when zoomed out, yet ensures points stand out more when zoomed in. A value of 1 doesn't apply any scaling.<br/>&nbsp;&nbsp;&nbsp;&nbsp;• Maximum zoom level tiles are available.<br/>&nbsp;&nbsp;&nbsp;&nbsp;• Minimum zoom level tiles are available. |
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| Zoom | Settings for the zoom property include scale, maximum and minimum.<br/>&nbsp;&nbsp;&nbsp;&nbsp;(Deprecated) Zoom scale is the amount the bubbles should scale relative to the zoom level. A zoom scale of one means no scaling. Large values make bubbles smaller when zoomed out and larger when zoomed in. This helps to reduce the clutter on the map when zoomed out, yet ensures points stand out more when zoomed in. A value of 1 doesn't apply any scaling.<br/>&nbsp;&nbsp;&nbsp;&nbsp;• Maximum zoom level tiles are available.<br/>&nbsp;&nbsp;&nbsp;&nbsp;• Minimum zoom level tiles are available. |
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| Options | Settings for the options property include pitch alignment and layer position.<br/>&nbsp;&nbsp;&nbsp;&nbsp;• Pitch alignment specifies how the bubbles look when the map is pitched.<br/>&nbsp;&nbsp;&nbsp;&nbsp;• layer position specifies the position of the layer relative to other map layers. |
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## Bubble size scaling
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If a field is passed into the **Size** bucket of the **Fields** pane, the bubbles will be scaled relatively to the measure value of each data point. The **Size** option in the **Bubble layer** section of the **Format** pane will disappear when a field is passed into the **Size** bucket, as the bubbles will have their radii scaled between a min and max value. The following options will appear in the **Bubble layer** section of the **Format** pane when a **Size** bucket has a field specified.
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> [!NOTE]
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>
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> **Bubble size scaling retirement**
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>
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> The Power BI Visual bubble layer **Bubble size scaling** settings were deprecated starting in the September 2023 release of Power BI. You can no longer create reports using these settings, but existing reports will continue to work. It is recomended that you upgrade existing reports that use these settings to the new **range scaling** property. To upgrade to to the new **range scaling** property, select the desired option in the **Range scaling** drop-down list:
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>
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> :::image type="content" source="./media/power-bi-visual/range-scaling-drop-down.png" alt-text="A screenshot of the range scaling drop-down":::
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>
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> For more information on the range scaling settings, see **range scaling** in the [previous section](#add-a-bubble-layer).
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If a field is passed into the **Size** bucket of the **Fields** pane, the bubbles are scaled relatively to the measure value of each data point. The **Size** option in the **Bubble layer** section of the **Format** pane disappears when a field is passed into the **Size** bucket, as the bubbles have their radii scaled between a min and max value. The following options appear in the **Bubble layer** section of the **Format** pane when a **Size** bucket has a field specified.
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| Setting | Description |
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| Min size | Minimum bubble size when scaling the data.|
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| Max size | Maximum bubble size when scaling the data.|
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| Size scaling method | Scaling algorithm used to determine relative bubble size.<br/><br/>&nbsp;• Linear: Range of input data linearly mapped to the min and max size. (default)<br/>&nbsp;• Log: Range of input data logarithmically mapped to the min and max size.<br/>&nbsp;• Cubic-Bezier: Specify X1, Y1, X2, Y2 values of a Cubic-Bezier curve to create a custom scaling method. |
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When the **Size scaling method** is set to **Log**, the following options will be made available.
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When the **Size scaling method** is set to **Log**, the following options are made available.
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| Setting | Description |
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| Log scale | The logarithmic scale to apply when calculating the size of the bubbles. |
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When the **Size scaling method** is set to **Cubic-Bezier**, the following options will be made available to customize the scaling curve.
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When the **Size scaling method** is set to **Cubic-Bezier**, the following options are made available to customize the scaling curve.
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| Setting | Description |
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## Category labels
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When displaying a **bubble layer** map, the **Category labels** settings will become active in the **Format visual** pane.
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When the **bubble layer** displays on a map, the **Category labels** settings become active in the **Format visual** pane.
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:::image type="content" source="./media/power-bi-visual/category-labels.png" alt-text="A screenshot showing the category labels settings in the format visual section of Power BI." lightbox="./media/power-bi-visual/category-labels.png":::
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articles/azure-maps/power-bi-visual-understanding-layers.md

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| Setting | Description |
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|----------------|----------------------------------------|
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| Unselected transparency | The transparency of shapes that aren't selected, when one or more shapes are selected. |
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| Show zeros | Specifies if points that have a size value of zero should be shown on the map using the minimum radius. |
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| Show negatives | Specifies if absolute value of negative size values should be plotted. |
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| Show zeros | (Deprecated) Specifies if points that have a size value of zero should be shown on the map using the minimum radius. |
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| Show negatives | (Deprecated) Specifies if absolute value of negative size values should be plotted. |
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| Min data value | The minimum value of the input data to scale against. Good for clipping outliers. |
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| Max data value | The maximum value of the input data to scale against. Good for clipping outliers. |
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> [!NOTE]
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> **General layer settings retirement**
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>
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> The **Show zeros** and **Show negatives** Power BI Visual General layer settings were deprecated starting in the September 2023 release of Power BI. You can no longer create new reports using these settings, but existing reports will continue to work. It is recomended that you upgrade existing reports. To upgrade to the new **range scaling** property, select the desired option in the **Range scaling** drop-down list:
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>
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> :::image type="content" source="./media/power-bi-visual/range-scaling-drop-down.png" alt-text="A screenshot of the range scaling drop-down":::
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>
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> For more information on the range scaling option, see **Range scaling** in the properties table of the [Add a bubble layer] article.
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## Next steps
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> [!div class="nextstepaction"]
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> [Show real-time traffic](power-bi-visual-show-real-time-traffic.md)
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[Add a bubble layer]: power-bi-visual-add-bubble-layer.md

articles/service-fabric/how-to-deploy-custom-image.md

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ms.service: service-fabric
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ms.date: 09/12/2023
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# Deploy a custom Windows virtual machine scale set image on new node types within a Service Fabric Managed Cluster (preview)
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# Deploy a custom Windows or Azure Marketplace virtual machine scale set image on new node types within a Service Fabric Managed Cluster (preview)
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Custom windows images are like marketplace images, but you create them yourself for each new node type within a cluster. Custom images can be used to bootstrap configurations such as preloading applications, application configurations, and other OS configurations. Once you create a custom windows image, you can then deploy to one or more new node types within a Service Fabric Managed Cluster.
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Custom windows images are like marketplace images, but you create them yourself for each new node type within a cluster. Custom images can be used to bootstrap configurations such as preloading applications, application configurations, and other OS configurations. Once you create a custom windows image, you can then deploy to one or more new node types within a Service Fabric Managed Cluster. Customers can also use a marketplace image. Azure Marketplace images are clones of entire computer systems including operating system, application, and state information. Service Fabric managed clusters allow you to utilize these images for your node types within your Service Fabric managed cluster.
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## Before you begin
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Ensure that you've [created a custom image](../virtual-machines/linux/tutorial-custom-images.md).
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Custom image is enabled with Service Fabric Managed Cluster (SFMC) API version 2022-08-01-preview and forward. To use custom images, you must grant SFMC First Party Azure Active Directory (Azure AD) App read access to the virtual machine (VM) Managed Image or Shared Gallery image so that SFMC has permission to read and create VM with the image.
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If you have chosen to use an Azure Marketplace image, you need to [find and use the appropriate marketplace purchase plan information](../virtual-machines/windows/cli-ps-findimage.md). You can then specify a marketplace image and plan information when you create a VM. You can also browse available images and offers using the [Azure Marketplace](https://azuremarketplace.microsoft.com) or the [Azure CLI](../virtual-machines/linux/cli-ps-findimage.md).
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Check [Add a managed identity to a Service Fabric Managed Cluster node type](how-to-managed-identity-managed-cluster-virtual-machine-scale-sets.md#prerequisites) as reference on how to obtain information about SFMC First Party Azure AD App and grant it access to the resources. Reader access is sufficient.
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## Use the ARM template
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When you create a new node type, you will need to modify your ARM template with the new property: VmImageResourceId: <Image name>. The following is an example:
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When you create a new node type, you'll need to modify your ARM template with the new property: VmImageResourceId: <Image name>. The following is an example:
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- Shared Gallery Image (Microsoft.Compute/galleries/images)
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- Shared Gallery Image Version (Microsoft.Compute/galleries/images/versions)
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Service Fabric managed clusters also support marketplaces images that can be used on your virtual machine. Customers who would like to use a specific image from the marketplace can use the below configuration.
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```JSON
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{
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"name": "SF",
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"apiVersion": "2023-08-01-preview",
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"properties": {
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"isPrimary" : true,
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"vmSize": "Standard_D2",
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"vmImagePlan": {
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"name": "< image >",
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"publisher": "<publisher name>",
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"product": "<product name>"
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},
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"vmInstanceCount": 5,
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"dataDiskSizeGB": 100
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}
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}
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```
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## Auto OS upgrade
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