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Scatter

Processing time by workload

Explore the example, download the output or use the C# source in your own project.

Preview
Processing time by workloadChart with 2 data series: Recorded batches, Target duration.Processing time by workloadTemperature has its own fixed color domain; processingtime stays independentRecorded batchesTarget durationRecorded batches · Temperature (°C)Not sampledNot sampled-150102030Cold · -15Warm · 30Freezing · 0020406080100Batch size (items)050Processing time (minutes)
Processing time by workload
Processing time by workloadChart with 2 data series: Recorded batches, Target duration.Processing time by workloadTemperature has its own fixed color domain; processingtime stays independentRecorded batchesTarget durationRecorded batches · Temperature (°C)Not sampledNot sampled-150102030Cold · -15Warm · 30Freezing · 0020406080100Batch size (items)050Processing time (minutes)
Processing time by workload
360 × 360 pixels

Create this example

Create a console project, add the ChartForgeX package, and replace Program.cs with this source. Run it to write SVG, PNG and HTML with the default system fonts.

For the same typography as the gallery, download the gallery-font recipe and copy the gallery’s fonts directory beside your program.

using System;
using System.Collections.Generic;
using System.Globalization;
using System.IO;
using System.Linq;
using ChartForgeX.Core;
using ChartForgeX.Primitives;
using ChartForgeX.Rendering;
using ChartForgeX.Themes;
using ChartForgeX.Topology;
using ChartForgeX.Typography;
using ChartForgeX.VisualArtifacts;
using ChartForgeX.VisualBlocks;

var mode = VisualThemeMode.Light;
var theme = VisualTheme.Graphite();
var model = ScatterColorScaleRecipe.Create("compact-color-scale", mode);
var context = new VisualRenderContext(
    new VisualLayoutOptions(new VisualSize(360, 360)), theme, mode,
    new VisualFrame("Processing time by workload", "Temperature has its own fixed color domain; processing time stays independent", showLegend: null, showSurface: false));
var prepared = model.Prepare(context);
File.WriteAllText("visual.svg", prepared.ToSvg());
File.WriteAllBytes("visual.png", prepared.ToPng());
File.WriteAllText("visual.html", prepared.ToArtifact("example", VisualArtifactKind.Chart).ToHtmlPage());

/// <summary>Colors processing observations by temperature and overlays a target duration.</summary>
public static class ScatterColorScaleRecipe {
    /// <summary>Creates the selected example without choosing a renderer or export backend.</summary>
    public static Chart Create(string variant = "color-scale", VisualThemeMode mode = VisualThemeMode.Light) {
        if (variant is not ("color-scale" or "compact-color-scale")) throw new ArgumentOutOfRangeException(nameof(variant));
        return NumericColorScale(mode).WithValueFormat(ChartValueFormat.Number("0.##", CultureInfo.InvariantCulture));
    }

    private static Chart NumericColorScale(VisualThemeMode mode) {
        var colors = VisualTheme.Graphite().Resolve(mode);
        var samples = new[] {
            new { Batch = 15d, Minutes = 28d, Temperature = (double?)-12 },
            new { Batch = 30d, Minutes = 42d, Temperature = (double?)0 },
            new { Batch = 45d, Minutes = 18d, Temperature = (double?)null },
            new { Batch = 60d, Minutes = 35d, Temperature = (double?)12 },
            new { Batch = 80d, Minutes = 22d, Temperature = (double?)35 }
        };
        var recorded = ChartSeries.CreateScatter(new ChartSeriesId("recorded-batches"), "Recorded batches",
            samples.Select(sample => new ChartPoint(sample.Batch, sample.Minutes).WithColorValue(sample.Temperature)));
        recorded.WithColorScale(ChartColorScale.Diverging(new[] { colors.Palette[0] }, colors.Surface,
                new[] { ChartColor.FromHex("#D9A441"), ChartColor.FromHex("#CF6A42"), colors.Status.Critical.Fill }, 0)
                .WithValueRange(-15, 30).WithLabels("Cold", "Freezing", "Warm").WithNoDataColor(colors.Border));
        var target = ChartSeries.CreateLine(new ChartSeriesId("target-duration"), "Target duration", new[] { new ChartPoint(0, 30), new ChartPoint(100, 30) })
            .ConfigureMarkers(markers => markers.Enabled = false);
        return NumericAxes().ConfigureLabels(labels => { labels.Color = "Temperature (°C)"; labels.NoData = "Not sampled"; })
            .AddSeries(recorded).AddSeries(target);
    }

    private static Chart NumericAxes() => Chart.Create().WithXAxis("Batch size (items)").WithYAxis("Processing time (minutes)")
        .WithXAxisBounds(0, 100).WithYAxisBounds(0, 60).WithDataLabels(false);
}
using System;
using System.Collections.Generic;
using System.Globalization;
using System.IO;
using System.Linq;
using ChartForgeX.Core;
using ChartForgeX.Primitives;
using ChartForgeX.Rendering;
using ChartForgeX.Themes;
using ChartForgeX.Topology;
using ChartForgeX.Typography;
using ChartForgeX.VisualArtifacts;
using ChartForgeX.VisualBlocks;

var mode = VisualThemeMode.Dark;
var theme = VisualTheme.Graphite();
var model = ScatterColorScaleRecipe.Create("compact-color-scale", mode);
var context = new VisualRenderContext(
    new VisualLayoutOptions(new VisualSize(360, 360)), theme, mode,
    new VisualFrame("Processing time by workload", "Temperature has its own fixed color domain; processing time stays independent", showLegend: null, showSurface: false));
var prepared = model.Prepare(context);
File.WriteAllText("visual.svg", prepared.ToSvg());
File.WriteAllBytes("visual.png", prepared.ToPng());
File.WriteAllText("visual.html", prepared.ToArtifact("example", VisualArtifactKind.Chart).ToHtmlPage());

/// <summary>Colors processing observations by temperature and overlays a target duration.</summary>
public static class ScatterColorScaleRecipe {
    /// <summary>Creates the selected example without choosing a renderer or export backend.</summary>
    public static Chart Create(string variant = "color-scale", VisualThemeMode mode = VisualThemeMode.Light) {
        if (variant is not ("color-scale" or "compact-color-scale")) throw new ArgumentOutOfRangeException(nameof(variant));
        return NumericColorScale(mode).WithValueFormat(ChartValueFormat.Number("0.##", CultureInfo.InvariantCulture));
    }

    private static Chart NumericColorScale(VisualThemeMode mode) {
        var colors = VisualTheme.Graphite().Resolve(mode);
        var samples = new[] {
            new { Batch = 15d, Minutes = 28d, Temperature = (double?)-12 },
            new { Batch = 30d, Minutes = 42d, Temperature = (double?)0 },
            new { Batch = 45d, Minutes = 18d, Temperature = (double?)null },
            new { Batch = 60d, Minutes = 35d, Temperature = (double?)12 },
            new { Batch = 80d, Minutes = 22d, Temperature = (double?)35 }
        };
        var recorded = ChartSeries.CreateScatter(new ChartSeriesId("recorded-batches"), "Recorded batches",
            samples.Select(sample => new ChartPoint(sample.Batch, sample.Minutes).WithColorValue(sample.Temperature)));
        recorded.WithColorScale(ChartColorScale.Diverging(new[] { colors.Palette[0] }, colors.Surface,
                new[] { ChartColor.FromHex("#D9A441"), ChartColor.FromHex("#CF6A42"), colors.Status.Critical.Fill }, 0)
                .WithValueRange(-15, 30).WithLabels("Cold", "Freezing", "Warm").WithNoDataColor(colors.Border));
        var target = ChartSeries.CreateLine(new ChartSeriesId("target-duration"), "Target duration", new[] { new ChartPoint(0, 30), new ChartPoint(100, 30) })
            .ConfigureMarkers(markers => markers.Enabled = false);
        return NumericAxes().ConfigureLabels(labels => { labels.Color = "Temperature (°C)"; labels.NoData = "Not sampled"; })
            .AddSeries(recorded).AddSeries(target);
    }

    private static Chart NumericAxes() => Chart.Create().WithXAxis("Batch size (items)").WithYAxis("Processing time (minutes)")
        .WithXAxisBounds(0, 100).WithYAxisBounds(0, 60).WithDataLabels(false);
}