namespace Plotly.NET

open Plotly.NET.LayoutObjects

open Plotly.NET.TraceObjects

open DynamicObj

open System

open System.IO

open System.Runtime.CompilerServices

open System.Runtime.InteropServices

[<Extension>]

type Chart =

[<Extension>]

static member internal renderScatterTrace (useDefaults: bool) (useWebGL: bool) (style: Trace2D -> Trace2D) =

if useWebGL then

Trace2D.initScatterGL style |> GenericChart.ofTraceObject useDefaults

else

Trace2D.initScatter style |> GenericChart.ofTraceObject useDefaults

[<Extension>]

static member internal renderHeatmapTrace (useDefaults: bool) (useWebGL: bool) (style: Trace2D -> Trace2D) =

if useWebGL then

Trace2D.initHeatmapGL style |> GenericChart.ofTraceObject useDefaults

else

Trace2D.initHeatmap style |> GenericChart.ofTraceObject useDefaults

/// <summary>

/// Creates a Scatter plot.

///

/// Scatter charts are the basis of Point, Line, and Bubble Charts, and can be customized as such. We also provide abstractions for those: Chart.Line, Chart.Point, Chart.Bubble

/// </summary>

/// <param name="X">Sets the x coordinates of the plotted data.</param>

/// <param name="MultiX">Sets the x coordinates of the plotted data. Use two inner arrays here to plot multicategorial data</param>

/// <param name="Y">Sets the y coordinates of the plotted data.</param>

/// <param name="MultiY">Sets the x coordinates of the plotted data. Use two inner arrays here to plot multicategorial data</param>

/// <param name="Mode">Determines the drawing mode for this scatter trace.</param>

/// <param name="Name">Sets the trace name. The trace name appear as the legend item and on hover</param>

/// <param name="ShowLegend">Determines whether or not an item corresponding to this trace is shown in the legend.</param>

/// <param name="Opacity">Sets the opactity of the trace</param>

/// <param name="MultiOpacity">Sets the opactity of individual datum markers</param>

/// <param name="Text">Sets a text associated with each datum</param>

/// <param name="MultiText">Sets individual text for each datum</param>

/// <param name="TextPosition">Sets the position of text associated with each datum</param>

/// <param name="MultiTextPosition">Sets the position of text associated with individual datum</param>

/// <param name="MarkerColor">Sets the color of the marker</param>

/// <param name="MarkerColorScale">Sets the colorscale of the marker</param>

/// <param name="MarkerOutline">Sets the outline of the marker</param>

/// <param name="MarkerSymbol">Sets the marker symbol for each datum</param>

/// <param name="MultiMarkerSymbol">Sets the marker symbol for each individual datum</param>

/// <param name="Marker">Sets the marker (use this for more finegrained control than the other marker-associated arguments)</param>

/// <param name="LineColor">Sets the color of the line</param>

/// <param name="LineColorScale">Sets the colorscale of the line</param>

/// <param name="LineWidth">Sets the width of the line</param>

/// <param name="LineDash">sets the drawing style of the line</param>

/// <param name="Line">Sets the line (use this for more finegrained control than the other line-associated arguments)</param>

/// <param name="AlignmentGroup">Set several traces linked to the same position axis or matching axes to the same alignmentgroup. This controls whether bars compute their positional range dependently or independently.</param>

/// <param name="OffsetGroup">Set several traces linked to the same position axis or matching axes to the same offsetgroup where bars of the same position coordinate will line up.</param>

/// <param name="StackGroup">Set several traces (on the same subplot) to the same stackgroup in order to add their y values (or their x values if `Orientation` is Horizontal). Stacking also turns `fill` on by default and sets the default `mode` to "lines" irrespective of point count. ou can only stack on a numeric (linear or log) axis. Traces in a `stackgroup` will only fill to (or be filled to) other traces in the same group. With multiple `stackgroup`s or some traces stacked and some not, if fill-linked traces are not already consecutive, the later ones will be pushed down in the drawing order</param>

/// <param name="Orientation">Sets the stacking direction. Only relevant when `stackgroup` is used, and only the first `orientation` found in the `stackgroup` will be used.</param>

/// <param name="GroupNorm">Sets the normalization for the sum of this `stackgroup. Only relevant when `stackgroup` is used, and only the first `groupnorm` found in the `stackgroup` will be used</param>

/// <param name="FillColor">Sets the fill color. Defaults to a half-transparent variant of the line color, marker color, or marker line color, whichever is available.</param>

/// <param name="FillPattern">Sets the pattern within the marker.</param>

/// <param name="UseWebGL">If true, plotly.js will use the WebGL engine to render this chart. use this when you want to render many objects at once.</param>

/// <param name="UseDefaults">If set to false, ignore the global default settings set in `Defaults`</param>

[<Extension>]

static member Scatter

(

[<Optional; DefaultParameterValue(null)>] ?X: seq<#IConvertible>,

[<Optional; DefaultParameterValue(null)>] ?MultiX: seq<seq<#IConvertible>>,

[<Optional; DefaultParameterValue(null)>] ?Y: seq<#IConvertible>,

[<Optional; DefaultParameterValue(null)>] ?MultiY: seq<seq<#IConvertible>>,

[<Optional; DefaultParameterValue(null)>] ?Mode: StyleParam.Mode,

[<Optional; DefaultParameterValue(null)>] ?Name: string,

[<Optional; DefaultParameterValue(null)>] ?ShowLegend: bool,

[<Optional; DefaultParameterValue(null)>] ?Opacity: float,

[<Optional; DefaultParameterValue(null)>] ?MultiOpacity: seq<float>,

[<Optional; DefaultParameterValue(null)>] ?Text: #IConvertible,

[<Optional; DefaultParameterValue(null)>] ?MultiText: seq<#IConvertible>,

[<Optional; DefaultParameterValue(null)>] ?TextPosition: StyleParam.TextPosition,

[<Optional; DefaultParameterValue(null)>] ?MultiTextPosition: seq<StyleParam.TextPosition>,

[<Optional; DefaultParameterValue(null)>] ?MarkerColor: Color,

[<Optional; DefaultParameterValue(null)>] ?MarkerColorScale: StyleParam.Colorscale,

[<Optional; DefaultParameterValue(null)>] ?MarkerOutline: Line,

[<Optional; DefaultParameterValue(null)>] ?MarkerSymbol: StyleParam.MarkerSymbol,

[<Optional; DefaultParameterValue(null)>] ?MultiMarkerSymbol: seq<StyleParam.MarkerSymbol>,

[<Optional; DefaultParameterValue(null)>] ?Marker: Marker,

[<Optional; DefaultParameterValue(null)>] ?LineColor: Color,

[<Optional; DefaultParameterValue(null)>] ?LineColorScale: StyleParam.Colorscale,

[<Optional; DefaultParameterValue(null)>] ?LineWidth: float,

[<Optional; DefaultParameterValue(null)>] ?LineDash: StyleParam.DrawingStyle,

[<Optional; DefaultParameterValue(null)>] ?Line: Line,

[<Optional; DefaultParameterValue(null)>] ?AlignmentGroup: string,

[<Optional; DefaultParameterValue(null)>] ?OffsetGroup: string,

[<Optional; DefaultParameterValue(null)>] ?StackGroup: string,

[<Optional; DefaultParameterValue(null)>] ?Orientation: StyleParam.Orientation,

[<Optional; DefaultParameterValue(null)>] ?GroupNorm: StyleParam.GroupNorm,

[<Optional; DefaultParameterValue(null)>] ?Fill: StyleParam.Fill,

[<Optional; DefaultParameterValue(null)>] ?FillColor: Color,

[<Optional; DefaultParameterValue(null)>] ?FillPattern: Pattern,

[<Optional; DefaultParameterValue(false)>] ?UseWebGL: bool,

[<Optional; DefaultParameterValue(true)>] ?UseDefaults: bool

) =

let useDefaults =

defaultArg UseDefaults true

let marker =

Marker

|> Option.defaultValue (TraceObjects.Marker.init ())

|> TraceObjects.Marker.style (

?Color = MarkerColor,

?Outline = MarkerOutline,

?Symbol = MarkerSymbol,

?MultiSymbol = MultiMarkerSymbol,

?Colorscale = MarkerColorScale,

?MultiOpacity = MultiOpacity

)

let line =

Line

|> Option.defaultValue (Plotly.NET.Line.init ())

|> Plotly.NET.Line.style (

?Color = LineColor,

?Dash = LineDash,

?Colorscale = LineColorScale,

?Width = LineWidth

)

let style =

Trace2DStyle.Scatter(

?X = X,

?MultiX = MultiX,

?Y = Y,

?MultiY = MultiY,

?Mode = Mode,

Marker = marker,

Line = line,

?Name = Name,

?ShowLegend = ShowLegend,

?Opacity = Opacity,

?Text = Text,

?MultiText = MultiText,

?TextPosition = TextPosition,

?MultiTextPosition = MultiTextPosition,

?AlignmentGroup = AlignmentGroup,

?OffsetGroup = OffsetGroup,

?StackGroup = StackGroup,

?Orientation = Orientation,

?GroupNorm = GroupNorm,

?Fill = Fill,

?FillColor = FillColor,

?FillPattern = FillPattern

)

let useWebGL = defaultArg UseWebGL false

Chart.renderScatterTrace useDefaults useWebGL style

/// <summary>

/// Creates a Scatter plot.

///

/// Scatter charts are the basis of Point, Line, and Bubble Charts, and can be customized as such. We also provide abstractions for those: Chart.Line, Chart.Point, Chart.Bubble

/// </summary>

/// <param name="x">Sets the x coordinates of the plotted data.</param>

/// <param name="y">Sets the y coordinates of the plotted data.</param>

/// <param name="mode">Determines the drawing mode for this scatter trace.</param>

/// <param name="Name">Sets the trace name. The trace name appear as the legend item and on hover</param>

/// <param name="ShowLegend">Determines whether or not an item corresponding to this trace is shown in the legend.</param>

/// <param name="Opacity">Sets the opactity of the trace</param>

/// <param name="MultiOpacity">Sets the opactity of individual datum markers</param>

/// <param name="Text">Sets a text associated with each datum</param>

/// <param name="MultiText">Sets individual text for each datum</param>

/// <param name="TextPosition">Sets the position of text associated with each datum</param>

/// <param name="MultiTextPosition">Sets the position of text associated with individual datum</param>

/// <param name="MarkerColor">Sets the color of the marker</param>

/// <param name="MarkerColorScale">Sets the colorscale of the marker</param>

/// <param name="MarkerOutline">Sets the outline of the marker</param>

/// <param name="MarkerSymbol">Sets the marker symbol for each datum</param>

/// <param name="MultiMarkerSymbol">Sets the marker symbol for each individual datum</param>

/// <param name="Marker">Sets the marker (use this for more finegrained control than the other marker-associated arguments)</param>

/// <param name="LineColor">Sets the color of the line</param>

/// <param name="LineColorScale">Sets the colorscale of the line</param>

/// <param name="LineWidth">Sets the width of the line</param>

/// <param name="LineDash">sets the drawing style of the line</param>

/// <param name="Line">Sets the line (use this for more finegrained control than the other line-associated arguments)</param>

/// <param name="AlignmentGroup">Set several traces linked to the same position axis or matching axes to the same alignmentgroup. This controls whether bars compute their positional range dependently or independently.</param>

/// <param name="OffsetGroup">Set several traces linked to the same position axis or matching axes to the same offsetgroup where bars of the same position coordinate will line up.</param>

/// <param name="StackGroup">Set several traces (on the same subplot) to the same stackgroup in order to add their y values (or their x values if `Orientation` is Horizontal). Stacking also turns `fill` on by default and sets the default `mode` to "lines" irrespective of point count. ou can only stack on a numeric (linear or log) axis. Traces in a `stackgroup` will only fill to (or be filled to) other traces in the same group. With multiple `stackgroup`s or some traces stacked and some not, if fill-linked traces are not already consecutive, the later ones will be pushed down in the drawing order</param>

/// <param name="Orientation">Sets the stacking direction. Only relevant when `stackgroup` is used, and only the first `orientation` found in the `stackgroup` will be used.</param>

/// <param name="GroupNorm">Sets the normalization for the sum of this `stackgroup. Only relevant when `stackgroup` is used, and only the first `groupnorm` found in the `stackgroup` will be used</param>

/// <param name="FillColor">Sets the fill color. Defaults to a half-transparent variant of the line color, marker color, or marker line color, whichever is available.</param>

/// <param name="FillPattern">Sets the pattern within the marker.</param>

/// <param name="UseWebGL">If true, plotly.js will use the WebGL engine to render this chart. use this when you want to render many objects at once.</param>

/// <param name="UseDefaults">If set to false, ignore the global default settings set in `Defaults`</param>

[<Extension>]

static member Scatter

(

x: seq<#IConvertible>,

y: seq<#IConvertible>,

mode: StyleParam.Mode,

[<Optional; DefaultParameterValue(null)>] ?Name: string,

[<Optional; DefaultParameterValue(null)>] ?ShowLegend: bool,

[<Optional; DefaultParameterValue(null)>] ?Opacity: float,

[<Optional; DefaultParameterValue(null)>] ?MultiOpacity: seq<float>,

[<Optional; DefaultParameterValue(null)>] ?Text: #IConvertible,

[<Optional; DefaultParameterValue(null)>] ?MultiText: seq<#IConvertible>,

[<Optional; DefaultParameterValue(null)>] ?TextPosition: StyleParam.TextPosition,

[<Optional; DefaultParameterValue(null)>] ?MultiTextPosition: seq<StyleParam.TextPosition>,

[<Optional; DefaultParameterValue(null)>] ?MarkerColor: Color,

[<Optional; DefaultParameterValue(null)>] ?MarkerColorScale: StyleParam.Colorscale,

[<Optional; DefaultParameterValue(null)>] ?MarkerOutline: Line,

[<Optional; DefaultParameterValue(null)>] ?MarkerSymbol: StyleParam.MarkerSymbol,

[<Optional; DefaultParameterValue(null)>] ?MultiMarkerSymbol: seq<StyleParam.MarkerSymbol>,

[<Optional; DefaultParameterValue(null)>] ?Marker: Marker,

[<Optional; DefaultParameterValue(null)>] ?LineColor: Color,

[<Optional; DefaultParameterValue(null)>] ?LineColorScale: StyleParam.Colorscale,

[<Optional; DefaultParameterValue(null)>] ?LineWidth: float,

[<Optional; DefaultParameterValue(null)>] ?LineDash: StyleParam.DrawingStyle,

[<Optional; DefaultParameterValue(null)>] ?Line: Line,

[<Optional; DefaultParameterValue(null)>] ?AlignmentGroup: string,

[<Optional; DefaultParameterValue(null)>] ?OffsetGroup: string,

[<Optional; DefaultParameterValue(null)>] ?StackGroup: string,

[<Optional; DefaultParameterValue(null)>] ?Orientation: StyleParam.Orientation,

[<Optional; DefaultParameterValue(null)>] ?GroupNorm: StyleParam.GroupNorm,

[<Optional; DefaultParameterValue(null)>] ?Fill: StyleParam.Fill,

[<Optional; DefaultParameterValue(null)>] ?FillColor: Color,

[<Optional; DefaultParameterValue(null)>] ?FillPattern: Pattern,

[<Optional; DefaultParameterValue(false)>] ?UseWebGL: bool,

[<Optional; DefaultParameterValue(true)>] ?UseDefaults: bool

) =

Chart.Scatter(

X = x,

Y = y,

Mode = mode,

?Name = Name,

?ShowLegend = ShowLegend,

?Opacity = Opacity,

?MultiOpacity = MultiOpacity,

?Text = Text,

?MultiText = MultiText,

?TextPosition = TextPosition,

?MultiTextPosition = MultiTextPosition,

?MarkerColor = MarkerColor,

?MarkerColorScale = MarkerColorScale,

?MarkerOutline = MarkerOutline,

?MarkerSymbol = MarkerSymbol,

?MultiMarkerSymbol = MultiMarkerSymbol,

?Marker = Marker,

?LineColor = LineColor,

?LineColorScale = LineColorScale,

?LineWidth = LineWidth,

?LineDash = LineDash,

?Line = Line,

?AlignmentGroup = AlignmentGroup,

?OffsetGroup = OffsetGroup,

?StackGroup = StackGroup,

?Orientation = Orientation,

?GroupNorm = GroupNorm,

?Fill = Fill,

?FillColor = FillColor,

?FillPattern = FillPattern,

?UseWebGL = UseWebGL,

?UseDefaults = UseDefaults

)

/// <summary>

/// Creates a Scatter chart. Scatter charts are the basis of Point, Line, and Bubble Charts in Plotly, and can be customized as such. We also provide abstractions for those: Chart.Line, Chart.Point, Chart.Bubble

/// </summary>

/// <param name="xy">Sets the x and y coordinates of the plotted data.</param>

/// <param name="mode">Determines the drawing mode for this scatter trace.</param>

/// <param name="Name">Sets the trace name. The trace name appear as the legend item and on hover</param>

/// <param name="ShowLegend">Determines whether or not an item corresponding to this trace is shown in the legend.</param>

/// <param name="Opacity">Sets the opactity of the trace</param>

/// <param name="MultiOpacity">Sets the opactity of individual datum markers</param>

/// <param name="Text">Sets a text associated with each datum</param>

/// <param name="MultiText">Sets individual text for each datum</param>

/// <param name="TextPosition">Sets the position of text associated with each datum</param>

/// <param name="MultiTextPosition">Sets the position of text associated with individual datum</param>

/// <param name="MarkerColor">Sets the color of the marker</param>

/// <param name="MarkerColorScale">Sets the colorscale of the marker</param>

/// <param name="MarkerOutline">Sets the outline of the marker</param>

/// <param name="MarkerSymbol">Sets the marker symbol for each datum</param>

/// <param name="MultiMarkerSymbol">Sets the marker symbol for each individual datum</param>

/// <param name="Marker">Sets the marker (use this for more finegrained control than the other marker-associated arguments)</param>

/// <param name="LineColor">Sets the color of the line</param>

/// <param name="LineColorScale">Sets the colorscale of the line</param>

/// <param name="LineWidth">Sets the width of the line</param>

/// <param name="LineDash">sets the drawing style of the line</param>

/// <param name="Line">Sets the line (use this for more finegrained control than the other line-associated arguments)</param>

/// <param name="AlignmentGroup">Set several traces linked to the same position axis or matching axes to the same alignmentgroup. This controls whether bars compute their positional range dependently or independently.</param>

/// <param name="OffsetGroup">Set several traces linked to the same position axis or matching axes to the same offsetgroup where bars of the same position coordinate will line up.</param>

/// <param name="StackGroup">Set several traces (on the same subplot) to the same stackgroup in order to add their y values (or their x values if `Orientation` is Horizontal). Stacking also turns `fill` on by default and sets the default `mode` to "lines" irrespective of point count. ou can only stack on a numeric (linear or log) axis. Traces in a `stackgroup` will only fill to (or be filled to) other traces in the same group. With multiple `stackgroup`s or some traces stacked and some not, if fill-linked traces are not already consecutive, the later ones will be pushed down in the drawing order</param>

/// <param name="Orientation">Sets the stacking direction. Only relevant when `stackgroup` is used, and only the first `orientation` found in the `stackgroup` will be used.</param>

/// <param name="GroupNorm">Sets the normalization for the sum of this `stackgroup. Only relevant when `stackgroup` is used, and only the first `groupnorm` found in the `stackgroup` will be used</param>

/// <param name="FillColor">Sets the fill color. Defaults to a half-transparent variant of the line color, marker color, or marker line color, whichever is available.</param>

/// <param name="FillPattern">Sets the pattern within the marker.</param>

/// <param name="UseWebGL">If true, plotly.js will use the WebGL engine to render this chart. use this when you want to render many objects at once.</param>

/// <param name="UseDefaults">If set to false, ignore the global default settings set in `Defaults`</param>

[<Extension>]

static member Scatter

(

xy: seq<#IConvertible * #IConvertible>,

mode: StyleParam.Mode,

[<Optional; DefaultParameterValue(null)>] ?Name: string,

[<Optional; DefaultParameterValue(null)>] ?ShowLegend: bool,

[<Optional; DefaultParameterValue(null)>] ?Opacity: float,

[<Optional; DefaultParameterValue(null)>] ?MultiOpacity: seq<float>,

[<Optional; DefaultParameterValue(null)>] ?Text: #IConvertible,

[<Optional; DefaultParameterValue(null)>] ?MultiText: seq<#IConvertible>,

[<Optional; DefaultParameterValue(null)>] ?TextPosition: StyleParam.TextPosition,

[<Optional; DefaultParameterValue(null)>] ?MultiTextPosition: seq<StyleParam.TextPosition>,

[<Optional; DefaultParameterValue(null)>] ?MarkerColor: Color,

[<Optional; DefaultParameterValue(null)>] ?MarkerColorScale: StyleParam.Colorscale,

[<Optional; DefaultParameterValue(null)>] ?MarkerOutline: Line,

[<Optional; DefaultParameterValue(null)>] ?MarkerSymbol: StyleParam.MarkerSymbol,

[<Optional; DefaultParameterValue(null)>] ?MultiMarkerSymbol: seq<StyleParam.MarkerSymbol>,

[<Optional; DefaultParameterValue(null)>] ?Marker: Marker,

[<Optional; DefaultParameterValue(null)>] ?LineColor: Color,

[<Optional; DefaultParameterValue(null)>] ?LineColorScale: StyleParam.Colorscale,

[<Optional; DefaultParameterValue(null)>] ?LineWidth: float,

[<Optional; DefaultParameterValue(null)>] ?LineDash: StyleParam.DrawingStyle,

[<Optional; DefaultParameterValue(null)>] ?Line: Line,

[<Optional; DefaultParameterValue(null)>] ?AlignmentGroup: string,

[<Optional; DefaultParameterValue(null)>] ?OffsetGroup: string,

[<Optional; DefaultParameterValue(null)>] ?StackGroup: string,

[<Optional; DefaultParameterValue(null)>] ?Orientation: StyleParam.Orientation,

[<Optional; DefaultParameterValue(null)>] ?GroupNorm: StyleParam.GroupNorm,

[<Optional; DefaultParameterValue(null)>] ?Fill: StyleParam.Fill,

[<Optional; DefaultParameterValue(null)>] ?FillColor: Color,

[<Optional; DefaultParameterValue(null)>] ?FillPattern: Pattern,

[<Optional; DefaultParameterValue(false)>] ?UseWebGL: bool,

[<Optional; DefaultParameterValue(true)>] ?UseDefaults: bool

) =

let x, y = Seq.unzip xy

Chart.Scatter(

x = x,

y = y,

mode = mode,

?Name = Name,

?ShowLegend = ShowLegend,

?Opacity = Opacity,

?MultiOpacity = MultiOpacity,

?Text = Text,

?MultiText = MultiText,

?TextPosition = TextPosition,

?MultiTextPosition = MultiTextPosition,

?MarkerColor = MarkerColor,

?MarkerColorScale = MarkerColorScale,

?MarkerOutline = MarkerOutline,

?MarkerSymbol = MarkerSymbol,

?MultiMarkerSymbol = MultiMarkerSymbol,

?Marker = Marker,

?LineColor = LineColor,

?LineColorScale = LineColorScale,

?LineWidth = LineWidth,

?LineDash = LineDash,

?Line = Line,

?AlignmentGroup = AlignmentGroup,

?OffsetGroup = OffsetGroup,

?StackGroup = StackGroup,

?Orientation = Orientation,

?GroupNorm = GroupNorm,

?Fill = Fill,

?FillColor = FillColor,

?FillPattern = FillPattern,

?UseWebGL = UseWebGL,

?UseDefaults = UseDefaults

)

/// <summary>

/// Creates a Point chart, which uses Points in a 2D space to visualize data.

/// </summary>

/// <param name="x">Sets the x coordinates of the plotted data.</param>

/// <param name="y">Sets the y coordinates of the plotted data.</param>

/// <param name="Name">Sets the trace name. The trace name appear as the legend item and on hover</param>

/// <param name="ShowLegend">Determines whether or not an item corresponding to this trace is shown in the legend.</param>

/// <param name="Opacity">Sets the opactity of the trace</param>

/// <param name="MultiOpacity">Sets the opactity of individual datum markers</param>

/// <param name="Text">Sets a text associated with each datum</param>

/// <param name="MultiText">Sets individual text for each datum</param>

/// <param name="TextPosition">Sets the position of text associated with each datum</param>

/// <param name="MultiTextPosition">Sets the position of text associated with individual datum</param>

/// <param name="MarkerColor">Sets the color of the marker</param>

/// <param name="MarkerColorScale">Sets the colorscale of the marker</param>

/// <param name="MarkerOutline">Sets the outline of the marker</param>

/// <param name="MarkerSymbol">Sets the marker symbol for each datum</param>

/// <param name="MultiMarkerSymbol">Sets the marker symbol for each individual datum</param>

/// <param name="Marker">Sets the marker (use this for more finegrained control than the other marker-associated arguments)</param>

/// <param name="AlignmentGroup">Set several traces linked to the same position axis or matching axes to the same alignmentgroup. This controls whether bars compute their positional range dependently or independently.</param>

/// <param name="OffsetGroup">Set several traces linked to the same position axis or matching axes to the same offsetgroup where bars of the same position coordinate will line up.</param>

/// <param name="StackGroup">Set several traces (on the same subplot) to the same stackgroup in order to add their y values (or their x values if `Orientation` is Horizontal). Stacking also turns `fill` on by default and sets the default `mode` to "lines" irrespective of point count. ou can only stack on a numeric (linear or log) axis. Traces in a `stackgroup` will only fill to (or be filled to) other traces in the same group. With multiple `stackgroup`s or some traces stacked and some not, if fill-linked traces are not already consecutive, the later ones will be pushed down in the drawing order</param>

/// <param name="Orientation">Sets the stacking direction. Only relevant when `stackgroup` is used, and only the first `orientation` found in the `stackgroup` will be used.</param>

/// <param name="GroupNorm">Sets the normalization for the sum of this `stackgroup. Only relevant when `stackgroup` is used, and only the first `groupnorm` found in the `stackgroup` will be used</param>

/// <param name="UseWebGL">If true, plotly.js will use the WebGL engine to render this chart. use this when you want to render many objects at once.</param>

/// <param name="UseDefaults">If set to false, ignore the global default settings set in `Defaults`</param>

[<Extension>]

static member Point

(

x: seq<#IConvertible>,

y: seq<#IConvertible>,

[<Optional; DefaultParameterValue(null)>] ?Name: string,

[<Optional; DefaultParameterValue(null)>] ?ShowLegend: bool,

[<Optional; DefaultParameterValue(null)>] ?Opacity: float,

[<Optional; DefaultParameterValue(null)>] ?MultiOpacity: seq<float>,

[<Optional; DefaultParameterValue(null)>] ?Text: #IConvertible,

[<Optional; DefaultParameterValue(null)>] ?MultiText: seq<#IConvertible>,

[<Optional; DefaultParameterValue(null)>] ?TextPosition: StyleParam.TextPosition,

[<Optional; DefaultParameterValue(null)>] ?MultiTextPosition: seq<StyleParam.TextPosition>,

[<Optional; DefaultParameterValue(null)>] ?MarkerColor: Color,

[<Optional; DefaultParameterValue(null)>] ?MarkerColorScale: StyleParam.Colorscale,

[<Optional; DefaultParameterValue(null)>] ?MarkerOutline: Line,

[<Optional; DefaultParameterValue(null)>] ?MarkerSymbol: StyleParam.MarkerSymbol,

[<Optional; DefaultParameterValue(null)>] ?MultiMarkerSymbol: seq<StyleParam.MarkerSymbol>,

[<Optional; DefaultParameterValue(null)>] ?Marker: Marker,

[<Optional; DefaultParameterValue(null)>] ?AlignmentGroup: string,

[<Optional; DefaultParameterValue(null)>] ?OffsetGroup: string,

[<Optional; DefaultParameterValue(null)>] ?StackGroup: string,

[<Optional; DefaultParameterValue(null)>] ?Orientation: StyleParam.Orientation,

[<Optional; DefaultParameterValue(null)>] ?GroupNorm: StyleParam.GroupNorm,

[<Optional; DefaultParameterValue(false)>] ?UseWebGL: bool,

[<Optional; DefaultParameterValue(true)>] ?UseDefaults: bool

) =

// if text position or font is set, then show labels (not only when hovering)

let changeMode =

StyleParam.ModeUtils.showText (TextPosition.IsSome || MultiTextPosition.IsSome)

Chart.Scatter(

x = x,

y = y,

mode = changeMode StyleParam.Mode.Markers,

?Name = Name,

?ShowLegend = ShowLegend,

?Opacity = Opacity,

?MultiOpacity = MultiOpacity,

?Text = Text,

?MultiText = MultiText,

?TextPosition = TextPosition,

?MultiTextPosition = MultiTextPosition,

?MarkerColor = MarkerColor,

?MarkerColorScale = MarkerColorScale,

?MarkerOutline = MarkerOutline,

?MarkerSymbol = MarkerSymbol,

?MultiMarkerSymbol = MultiMarkerSymbol,

?Marker = Marker,

?AlignmentGroup = AlignmentGroup,

?OffsetGroup = OffsetGroup,

?StackGroup = StackGroup,

?Orientation = Orientation,

?GroupNorm = GroupNorm,

?UseWebGL = UseWebGL,

?UseDefaults = UseDefaults

)

/// <summary>Creates a Point chart, which uses Points in a 2D space to visualize data. </summary>

/// <param name="xy">Sets the x and y coordinates of the plotted data.</param>

/// <param name="Name">Sets the trace name. The trace name appear as the legend item and on hover</param>

/// <param name="ShowLegend">Determines whether or not an item corresponding to this trace is shown in the legend.</param>

/// <param name="Opacity">Sets the opactity of the trace</param>

/// <param name="MultiOpacity">Sets the opactity of individual datum markers</param>

/// <param name="Text">Sets a text associated with each datum</param>

/// <param name="MultiText">Sets individual text for each datum</param>

/// <param name="TextPosition">Sets the position of text associated with each datum</param>

/// <param name="MultiTextPosition">Sets the position of text associated with individual datum</param>

/// <param name="MarkerColor">Sets the color of the marker</param>

/// <param name="MarkerColorScale">Sets the colorscale of the marker</param>

/// <param name="MarkerOutline">Sets the outline of the marker</param>

/// <param name="MarkerSymbol">Sets the marker symbol for each datum</param>

/// <param name="MultiMarkerSymbol">Sets the marker symbol for each individual datum</param>

/// <param name="Marker">Sets the marker (use this for more finegrained control than the other marker-associated arguments)</param>

/// <param name="AlignmentGroup">Set several traces linked to the same position axis or matching axes to the same alignmentgroup. This controls whether bars compute their positional range dependently or independently.</param>

/// <param name="OffsetGroup">Set several traces linked to the same position axis or matching axes to the same offsetgroup where bars of the same position coordinate will line up.</param>

/// <param name="StackGroup">Set several traces (on the same subplot) to the same stackgroup in order to add their y values (or their x values if `Orientation` is Horizontal). Stacking also turns `fill` on by default and sets the default `mode` to "lines" irrespective of point count. ou can only stack on a numeric (linear or log) axis. Traces in a `stackgroup` will only fill to (or be filled to) other traces in the same group. With multiple `stackgroup`s or some traces stacked and some not, if fill-linked traces are not already consecutive, the later ones will be pushed down in the drawing order</param>

/// <param name="Orientation">Sets the stacking direction. Only relevant when `stackgroup` is used, and only the first `orientation` found in the `stackgroup` will be used.</param>

/// <param name="GroupNorm">Sets the normalization for the sum of this `stackgroup. Only relevant when `stackgroup` is used, and only the first `groupnorm` found in the `stackgroup` will be used</param>

/// <param name="UseWebGL">If true, plotly.js will use the WebGL engine to render this chart. use this when you want to render many objects at once.</param>

/// <param name="UseDefaults">If set to false, ignore the global default settings set in `Defaults`</param>

[<Extension>]

static member Point

(

xy: seq<#IConvertible * #IConvertible>,

[<Optional; DefaultParameterValue(null)>] ?Name: string,

[<Optional; DefaultParameterValue(null)>] ?ShowLegend: bool,

[<Optional; DefaultParameterValue(null)>] ?Opacity: float,

[<Optional; DefaultParameterValue(null)>] ?MultiOpacity: seq<float>,

[<Optional; DefaultParameterValue(null)>] ?Text: #IConvertible,

[<Optional; DefaultParameterValue(null)>] ?MultiText: seq<#IConvertible>,

[<Optional; DefaultParameterValue(null)>] ?TextPosition: StyleParam.TextPosition,

[<Optional; DefaultParameterValue(null)>] ?MultiTextPosition: seq<StyleParam.TextPosition>,

[<Optional; DefaultParameterValue(null)>] ?MarkerColor: Color,

[<Optional; DefaultParameterValue(null)>] ?MarkerColorScale: StyleParam.Colorscale,

[<Optional; DefaultParameterValue(null)>] ?MarkerOutline: Line,

[<Optional; DefaultParameterValue(null)>] ?MarkerSymbol: StyleParam.MarkerSymbol,

[<Optional; DefaultParameterValue(null)>] ?MultiMarkerSymbol: seq<StyleParam.MarkerSymbol>,

[<Optional; DefaultParameterValue(null)>] ?Marker: Marker,

[<Optional; DefaultParameterValue(null)>] ?AlignmentGroup: string,

[<Optional; DefaultParameterValue(null)>] ?OffsetGroup: string,

[<Optional; DefaultParameterValue(null)>] ?StackGroup: string,

[<Optional; DefaultParameterValue(null)>] ?Orientation: StyleParam.Orientation,

[<Optional; DefaultParameterValue(null)>] ?GroupNorm: StyleParam.GroupNorm,

[<Optional; DefaultParameterValue(false)>] ?UseWebGL: bool,

[<Optional; DefaultParameterValue(true)>] ?UseDefaults: bool

) =

let x, y = Seq.unzip xy

Chart.Point(

x = x,

y = y,

?Name = Name,

?ShowLegend = ShowLegend,

?Opacity = Opacity,

?MultiOpacity = MultiOpacity,

?Text = Text,

?MultiText = MultiText,

?TextPosition = TextPosition,

?MultiTextPosition = MultiTextPosition,

?MarkerColor = MarkerColor,

?MarkerColorScale = MarkerColorScale,

?MarkerOutline = MarkerOutline,

?MarkerSymbol = MarkerSymbol,

?MultiMarkerSymbol = MultiMarkerSymbol,

?Marker = Marker,

?AlignmentGroup = AlignmentGroup,

?OffsetGroup = OffsetGroup,

?StackGroup = StackGroup,

?Orientation = Orientation,

?GroupNorm = GroupNorm,

?UseWebGL = UseWebGL,

?UseDefaults = UseDefaults

)

/// <summary> Creates a Line chart, which uses a Line plotted between the given datums in a 2D space to visualize typically an evolution of Y depending on X.</summary>

/// <param name="x">Sets the x coordinates of the plotted data.</param>

/// <param name="y">Sets the y coordinates of the plotted data.</param>

/// <param name="ShowMarkers">Whether to show markers for the individual data points</param>

/// <param name="Name">Sets the trace name. The trace name appear as the legend item and on hover</param>

/// <param name="ShowLegend">Determines whether or not an item corresponding to this trace is shown in the legend.</param>

/// <param name="Opacity">Sets the opactity of the trace</param>

/// <param name="MultiOpacity">Sets the opactity of individual datum markers</param>

/// <param name="Text">Sets a text associated with each datum</param>

/// <param name="MultiText">Sets individual text for each datum</param>

/// <param name="TextPosition">Sets the position of text associated with each datum</param>

/// <param name="MultiTextPosition">Sets the position of text associated with individual datum</param>

/// <param name="MarkerColor">Sets the color of the marker</param>

/// <param name="MarkerColorScale">Sets the colorscale of the marker</param>

/// <param name="MarkerOutline">Sets the outline of the marker</param>

/// <param name="MarkerSymbol">Sets the marker symbol for each datum</param>

/// <param name="MultiMarkerSymbol">Sets the marker symbol for each individual datum</param>

/// <param name="Marker">Sets the marker (use this for more finegrained control than the other marker-associated arguments)</param>

/// <param name="LineColor">Sets the color of the line</param>

/// <param name="LineColorScale">Sets the colorscale of the line</param>

/// <param name="LineWidth">Sets the width of the line</param>

/// <param name="LineDash">sets the drawing style of the line</param>

/// <param name="Line">Sets the line (use this for more finegrained control than the other line-associated arguments)</param>

/// <param name="AlignmentGroup">Set several traces linked to the same position axis or matching axes to the same alignmentgroup. This controls whether bars compute their positional range dependently or independently.</param>

/// <param name="OffsetGroup">Set several traces linked to the same position axis or matching axes to the same offsetgroup where bars of the same position coordinate will line up.</param>

/// <param name="StackGroup">Set several traces (on the same subplot) to the same stackgroup in order to add their y values (or their x values if `Orientation` is Horizontal). Stacking also turns `fill` on by default and sets the default `mode` to "lines" irrespective of point count. ou can only stack on a numeric (linear or log) axis. Traces in a `stackgroup` will only fill to (or be filled to) other traces in the same group. With multiple `stackgroup`s or some traces stacked and some not, if fill-linked traces are not already consecutive, the later ones will be pushed down in the drawing order</param>

/// <param name="Orientation">Sets the stacking direction. Only relevant when `stackgroup` is used, and only the first `orientation` found in the `stackgroup` will be used.</param>

/// <param name="GroupNorm">Sets the normalization for the sum of this `stackgroup. Only relevant when `stackgroup` is used, and only the first `groupnorm` found in the `stackgroup` will be used</param>

/// <param name="FillColor">Sets the fill color. Defaults to a half-transparent variant of the line color, marker color, or marker line color, whichever is available.</param>

/// <param name="FillPattern">Sets the pattern within the marker.</param>

/// <param name="UseWebGL">If true, plotly.js will use the WebGL engine to render this chart. use this when you want to render many objects at once.</param>

/// <param name="UseDefaults">If set to false, ignore the global default settings set in `Defaults`</param>

[<Extension>]

static member Line

(

x: seq<#IConvertible>,

y: seq<#IConvertible>,

[<Optional; DefaultParameterValue(null)>] ?ShowMarkers: bool,

[<Optional; DefaultParameterValue(null)>] ?Name: string,

[<Optional; DefaultParameterValue(null)>] ?ShowLegend: bool,

[<Optional; DefaultParameterValue(null)>] ?Opacity: float,

[<Optional; DefaultParameterValue(null)>] ?MultiOpacity: seq<float>,

[<Optional; DefaultParameterValue(null)>] ?Text: #IConvertible,

[<Optional; DefaultParameterValue(null)>] ?MultiText: seq<#IConvertible>,

[<Optional; DefaultParameterValue(null)>] ?TextPosition: StyleParam.TextPosition,

[<Optional; DefaultParameterValue(null)>] ?MultiTextPosition: seq<StyleParam.TextPosition>,

[<Optional; DefaultParameterValue(null)>] ?MarkerColor: Color,

[<Optional; DefaultParameterValue(null)>] ?MarkerColorScale: StyleParam.Colorscale,

[<Optional; DefaultParameterValue(null)>] ?MarkerOutline: Line,

[<Optional; DefaultParameterValue(null)>] ?MarkerSymbol: StyleParam.MarkerSymbol,

[<Optional; DefaultParameterValue(null)>] ?MultiMarkerSymbol: seq<StyleParam.MarkerSymbol>,

[<Optional; DefaultParameterValue(null)>] ?Marker: Marker,

[<Optional; DefaultParameterValue(null)>] ?LineColor: Color,

[<Optional; DefaultParameterValue(null)>] ?LineColorScale: StyleParam.Colorscale,

[<Optional; DefaultParameterValue(null)>] ?LineWidth: float,

[<Optional; DefaultParameterValue(null)>] ?LineDash: StyleParam.DrawingStyle,

[<Optional; DefaultParameterValue(null)>] ?Line: Line,

[<Optional; DefaultParameterValue(null)>] ?AlignmentGroup: string,

[<Optional; DefaultParameterValue(null)>] ?OffsetGroup: string,

[<Optional; DefaultParameterValue(null)>] ?StackGroup: string,

[<Optional; DefaultParameterValue(null)>] ?Orientation: StyleParam.Orientation,

[<Optional; DefaultParameterValue(null)>] ?GroupNorm: StyleParam.GroupNorm,

[<Optional; DefaultParameterValue(null)>] ?Fill: StyleParam.Fill,

[<Optional; DefaultParameterValue(null)>] ?FillColor: Color,

[<Optional; DefaultParameterValue(null)>] ?FillPattern: Pattern,

[<Optional; DefaultParameterValue(false)>] ?UseWebGL: bool,

[<Optional; DefaultParameterValue(true)>] ?UseDefaults: bool

) =

// if text position or font is set than show labels (not only when hovering)

let changeMode =

let isShowMarker =

match ShowMarkers with

| Some isShow -> isShow

| Option.None -> false

StyleParam.ModeUtils.showText (TextPosition.IsSome || MultiTextPosition.IsSome)

>> StyleParam.ModeUtils.showMarker (isShowMarker)

Chart.Scatter(

x = x,

y = y,

mode = changeMode StyleParam.Mode.Lines,

?Name = Name,

?ShowLegend = ShowLegend,

?Opacity = Opacity,

?MultiOpacity = MultiOpacity,

?Text = Text,

?MultiText = MultiText,

?TextPosition = TextPosition,

?MultiTextPosition = MultiTextPosition,

?MarkerColor = MarkerColor,

?MarkerColorScale = MarkerColorScale,

?MarkerOutline = MarkerOutline,

?MarkerSymbol = MarkerSymbol,

?MultiMarkerSymbol = MultiMarkerSymbol,

?Marker = Marker,

?LineColor = LineColor,

?LineColorScale = LineColorScale,

?LineWidth = LineWidth,

?LineDash = LineDash,

?Line = Line,

?AlignmentGroup = AlignmentGroup,

?OffsetGroup = OffsetGroup,

?StackGroup = StackGroup,

?Orientation = Orientation,

?GroupNorm = GroupNorm,

?Fill = Fill,

?FillColor = FillColor,

?FillPattern = FillPattern,

?UseWebGL = UseWebGL,

?UseDefaults = UseDefaults

)

/// <summary>Creates a Line chart, which uses a Line plotted between the given datums in a 2D space to visualize typically an evolution of Y depending on X.</summary>

/// <param name="xy">Sets the x,y coordinates of the plotted data.</param>

/// <param name="ShowMarkers">Whether to show markers for the individual data points</param>

/// <param name="Name">Sets the trace name. The trace name appear as the legend item and on hover</param>

/// <param name="ShowLegend">Determines whether or not an item corresponding to this trace is shown in the legend.</param>

/// <param name="Opacity">Sets the opactity of the trace</param>

/// <param name="MultiOpacity">Sets the opactity of individual datum markers</param>

/// <param name="Text">Sets a text associated with each datum</param>

/// <param name="MultiText">Sets individual text for each datum</param>

/// <param name="TextPosition">Sets the position of text associated with each datum</param>

/// <param name="MultiTextPosition">Sets the position of text associated with individual datum</param>

/// <param name="MarkerColor">Sets the color of the marker</param>

/// <param name="MarkerColorScale">Sets the colorscale of the marker</param>

/// <param name="MarkerOutline">Sets the outline of the marker</param>

/// <param name="MarkerSymbol">Sets the marker symbol for each datum</param>

/// <param name="MultiMarkerSymbol">Sets the marker symbol for each individual datum</param>

/// <param name="Marker">Sets the marker (use this for more finegrained control than the other marker-associated arguments)</param>

/// <param name="LineColor">Sets the color of the line</param>

/// <param name="LineColorScale">Sets the colorscale of the line</param>

/// <param name="LineWidth">Sets the width of the line</param>

/// <param name="LineDash">sets the drawing style of the line</param>

/// <param name="Line">Sets the line (use this for more finegrained control than the other line-associated arguments)</param>

/// <param name="AlignmentGroup">Set several traces linked to the same position axis or matching axes to the same alignmentgroup. This controls whether bars compute their positional range dependently or independently.</param>

/// <param name="OffsetGroup">Set several traces linked to the same position axis or matching axes to the same offsetgroup where bars of the same position coordinate will line up.</param>

/// <param name="StackGroup">Set several traces (on the same subplot) to the same stackgroup in order to add their y values (or their x values if `Orientation` is Horizontal). Stacking also turns `fill` on by default and sets the default `mode` to "lines" irrespective of point count. ou can only stack on a numeric (linear or log) axis. Traces in a `stackgroup` will only fill to (or be filled to) other traces in the same group. With multiple `stackgroup`s or some traces stacked and some not, if fill-linked traces are not already consecutive, the later ones will be pushed down in the drawing order</param>

/// <param name="Orientation">Sets the stacking direction. Only relevant when `stackgroup` is used, and only the first `orientation` found in the `stackgroup` will be used.</param>

/// <param name="GroupNorm">Sets the normalization for the sum of this `stackgroup. Only relevant when `stackgroup` is used, and only the first `groupnorm` found in the `stackgroup` will be used</param>

/// <param name="FillColor">Sets the fill color. Defaults to a half-transparent variant of the line color, marker color, or marker line color, whichever is available.</param>

/// <param name="FillPattern">Sets the pattern within the marker.</param>

/// <param name="UseWebGL">If true, plotly.js will use the WebGL engine to render this chart. use this when you want to render many objects at once.</param>

/// <param name="UseDefaults">If set to false, ignore the global default settings set in `Defaults`</param>

[<Extension>]

static member Line

(

xy: seq<#IConvertible * #IConvertible>,

[<Optional; DefaultParameterValue(null)>] ?ShowMarkers: bool,

[<Optional; DefaultParameterValue(null)>] ?Name: string,

[<Optional; DefaultParameterValue(null)>] ?ShowLegend: bool,

[<Optional; DefaultParameterValue(null)>] ?Opacity: float,

[<Optional; DefaultParameterValue(null)>] ?MultiOpacity: seq<float>,

[<Optional; DefaultParameterValue(null)>] ?Text: #IConvertible,

[<Optional; DefaultParameterValue(null)>] ?MultiText: seq<#IConvertible>,

[<Optional; DefaultParameterValue(null)>] ?TextPosition: StyleParam.TextPosition,

[<Optional; DefaultParameterValue(null)>] ?MultiTextPosition: seq<StyleParam.TextPosition>,

[<Optional; DefaultParameterValue(null)>] ?MarkerColor: Color,

[<Optional; DefaultParameterValue(null)>] ?MarkerColorScale: StyleParam.Colorscale,

[<Optional; DefaultParameterValue(null)>] ?MarkerOutline: Line,

[<Optional; DefaultParameterValue(null)>] ?MarkerSymbol: StyleParam.MarkerSymbol,

[<Optional; DefaultParameterValue(null)>] ?MultiMarkerSymbol: seq<StyleParam.MarkerSymbol>,

[<Optional; DefaultParameterValue(null)>] ?Marker: Marker,

[<Optional; DefaultParameterValue(null)>] ?LineColor: Color,

[<Optional; DefaultParameterValue(null)>] ?LineColorScale: StyleParam.Colorscale,

[<Optional; DefaultParameterValue(null)>] ?LineWidth: float,

[<Optional; DefaultParameterValue(null)>] ?LineDash: StyleParam.DrawingStyle,

[<Optional; DefaultParameterValue(null)>] ?Line: Line,

[<Optional; DefaultParameterValue(null)>] ?AlignmentGroup: string,

[<Optional; DefaultParameterValue(null)>] ?OffsetGroup: string,

[<Optional; DefaultParameterValue(null)>] ?StackGroup: string,

[<Optional; DefaultParameterValue(null)>] ?Orientation: StyleParam.Orientation,

[<Optional; DefaultParameterValue(null)>] ?GroupNorm: StyleParam.GroupNorm,

[<Optional; DefaultParameterValue(null)>] ?Fill: StyleParam.Fill,

[<Optional; DefaultParameterValue(null)>] ?FillColor: Color,

[<Optional; DefaultParameterValue(null)>] ?FillPattern: Pattern,

[<Optional; DefaultParameterValue(false)>] ?UseWebGL: bool,

[<Optional; DefaultParameterValue(true)>] ?UseDefaults: bool

) =

let x, y = Seq.unzip xy

Chart.Line(

x = x,

y = y,

?ShowMarkers = ShowMarkers,

?Name = Name,

?ShowLegend = ShowLegend,

?Opacity = Opacity,

?MultiOpacity = MultiOpacity,

?Text = Text,

?MultiText = MultiText,

?TextPosition = TextPosition,

?MultiTextPosition = MultiTextPosition,

?MarkerColor = MarkerColor,

?MarkerColorScale = MarkerColorScale,

?MarkerOutline = MarkerOutline,

?MarkerSymbol = MarkerSymbol,

?MultiMarkerSymbol = MultiMarkerSymbol,

?Marker = Marker,

?LineColor = LineColor,

?LineColorScale = LineColorScale,

?LineWidth = LineWidth,

?LineDash = LineDash,

?Line = Line,

?AlignmentGroup = AlignmentGroup,

?OffsetGroup = OffsetGroup,

?StackGroup = StackGroup,

?Orientation = Orientation,

?GroupNorm = GroupNorm,

?Fill = Fill,

?FillColor = FillColor,

?FillPattern = FillPattern,

?UseWebGL = UseWebGL,

?UseDefaults = UseDefaults

)

/// <summary>Creates a Spline chart. A spline chart is a line chart in which data points are connected by smoothed curves: this modification is aimed to improve the design of a chart.

/// Very similar to Line Plots, spline charts are typically used to visualize an evolution of Y depending on X. </summary>

/// <param name="x">Sets the x coordinates of the plotted data.</param>

/// <param name="y">Sets the y coordinates of the plotted data.</param>

/// <param name="ShowMarkers">Whether to show markers for the individual data points</param>

/// <param name="Smoothing">Sets the amount of smoothing. "0" corresponds to no smoothing (equivalent to a "linear" shape). Use values between 0. and 1.3</param>

/// <param name="Name">Sets the trace name. The trace name appear as the legend item and on hover</param>

/// <param name="ShowLegend">Determines whether or not an item corresponding to this trace is shown in the legend.</param>

/// <param name="Opacity">Sets the opactity of the trace</param>

/// <param name="MultiOpacity">Sets the opactity of individual datum markers</param>

/// <param name="Text">Sets a text associated with each datum</param>

/// <param name="MultiText">Sets individual text for each datum</param>

/// <param name="TextPosition">Sets the position of text associated with each datum</param>

/// <param name="MultiTextPosition">Sets the position of text associated with individual datum</param>

/// <param name="MarkerColor">Sets the color of the marker</param>

/// <param name="MarkerColorScale">Sets the colorscale of the marker</param>

/// <param name="MarkerOutline">Sets the outline of the marker</param>

/// <param name="MarkerSymbol">Sets the marker symbol for each datum</param>

/// <param name="MultiMarkerSymbol">Sets the marker symbol for each individual datum</param>

/// <param name="Marker">Sets the marker (use this for more finegrained control than the other marker-associated arguments)</param>

/// <param name="LineColor">Sets the color of the line</param>

/// <param name="LineColorScale">Sets the colorscale of the line</param>

/// <param name="LineWidth">Sets the width of the line</param>

/// <param name="LineDash">sets the drawing style of the line</param>

/// <param name="Line">Sets the line (use this for more finegrained control than the other line-associated arguments)</param>

/// <param name="AlignmentGroup">Set several traces linked to the same position axis or matching axes to the same alignmentgroup. This controls whether bars compute their positional range dependently or independently.</param>

/// <param name="OffsetGroup">Set several traces linked to the same position axis or matching axes to the same offsetgroup where bars of the same position coordinate will line up.</param>

/// <param name="StackGroup">Set several traces (on the same subplot) to the same stackgroup in order to add their y values (or their x values if `Orientation` is Horizontal). Stacking also turns `fill` on by default and sets the default `mode` to "lines" irrespective of point count. ou can only stack on a numeric (linear or log) axis. Traces in a `stackgroup` will only fill to (or be filled to) other traces in the same group. With multiple `stackgroup`s or some traces stacked and some not, if fill-linked traces are not already consecutive, the later ones will be pushed down in the drawing order</param>

/// <param name="Orientation">Sets the stacking direction. Only relevant when `stackgroup` is used, and only the first `orientation` found in the `stackgroup` will be used.</param>

/// <param name="GroupNorm">Sets the normalization for the sum of this `stackgroup. Only relevant when `stackgroup` is used, and only the first `groupnorm` found in the `stackgroup` will be used</param>

/// <param name="FillColor">Sets the fill color. Defaults to a half-transparent variant of the line color, marker color, or marker line color, whichever is available.</param>

/// <param name="FillPattern">Sets the pattern within the marker.</param>