Model outputs
Anomaly Heatmap <smart-anomaly-heatmap>
AnomalyHeatmap displays anomaly scores as a heatmap with one row per tag or asset and one column per time interval.
Getting Started with Anomaly Heatmap in Blazor
Smart.Blazor.Industrial targets .NET 6 and later, for Blazor Server and Blazor WebAssembly.
The Anomaly Heatmap component is part of the Smart.Blazor.Industrial NuGet package, which contains all 54 Industrial components as Razor components. The package includes the Smart.Industrial runtime in its wwwroot and does not depend on Smart.Blazor.
Quick start
- Install the package:
dotnet add package Smart.Blazor.Industrial
- Add the styles and the runtime to the application page (
App.razor,_Host.cshtmlorindex.html):
<link rel="stylesheet" href="_content/Smart.Blazor.Industrial/css/smart.default.css" /> <link rel="stylesheet" href="_content/Smart.Blazor.Industrial/css/smart.industrial-elements.css" /> <link rel="stylesheet" href="_content/Smart.Blazor.Industrial/css/smart.industrial.css" /> <script src="_content/Smart.Blazor.Industrial/js/smart.blazor.js"></script> <script src="_content/Smart.Blazor.Industrial/js/smart.industrial.js"></script>
- Register the services in
Program.csand add the namespace to_Imports.razor:
using Smart.Blazor.Industrial; builder.Services.AddSmartIndustrial();
@using Smart.Blazor.Industrial
- Use the component in a page. In a Blazor Web App (.NET 8 and later) the page needs an interactive render mode:
@rendermode InteractiveServeras below,InteractiveWebAssemblyorInteractiveAuto, or one render mode for the whole app on<Routes @rendermode="InteractiveServer" />inApp.razor. Without it the component renders as an empty box and its parameters and events do not arrive. On .NET 6 and 7 leave the@rendermodeline out. The parameters are the component's properties in PascalCase; the events areEventCallbacks namedOn<EventName>. This is the first element of the demo:
@page "/" @* .NET 8 and later: an interactive render mode, on the page or for the whole app *@ @rendermode InteractiveServer <AnomalyHeatmap Label="Unit 200" TimeSpan="21600000" Bucket="900000" OnSelectionChange="OnSelectionChange" /> @code { void OnSelectionChange(Event ev) { // Event is a Dictionary<string, dynamic>; "Detail" is the typed detail of the event. AnomalyHeatmapSelectionChangeEventDetail detail = ev["Detail"]; // React to the change here. } } - The component raises
OnSelectionChangeto report what the operator did. The typed detail classAnomalyHeatmapSelectionChangeEventDetailcarries the event data. - Set the license key once, in
Program.cs:Smart.Blazor.Industrial.License.Key = "YOUR-KEY";
Parameters
The most used parameters of <AnomalyHeatmap>; the API page lists them all.
| Parameter | Type |
|---|---|
Series | IEnumerable<object> |
Data | IEnumerable<object> |
TimeSpan | double |
Bucket | double |
End | double |
MaxClockSkew | double |
Thresholds | AnomalyHeatmapThresholds |
Selected | object |
ShowValues | bool |
ShowLegend | bool |
ShowTimeAxis | bool |
PrecisionDigits | int |
Events
OnSelectionChange, OnCellClick
The frameworks guide describes the parameter types, the naming rules and the request/confirm round trip in C#.