trait Layer extends View with ViewComposition
To superimpose one chart on top of another.
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- final def !=(arg0: Any): Boolean
- Definition Classes
- AnyRef → Any
- final def ##: Int
- Definition Classes
- AnyRef → Any
- def +(other: String): String
- def ->[B](y: B): (Layer, B)
- final def ==(arg0: Any): Boolean
- Definition Classes
- AnyRef → Any
- def angle(value: JsValue): View
Sets the angle value.
Sets the angle value.
- Definition Classes
- View
- def angle(field: JsValue, type: String, bin: Either[Boolean, JsObject] = Left(false), timeUnit: String = "", aggregate: String = "", scale: JsValue = JsUndefined, legend: JsValue = JsUndefined, condition: JsValue = JsUndefined): View
Sets the angle property.
Sets the angle property.
- Definition Classes
- View
- final def asInstanceOf[T0]: T0
- Definition Classes
- Any
- def autosize(type: String = "pad", resize: Boolean = false, contains: String = "content"): VegaLite
Sets the overall size of the visualization.
Sets the overall size of the visualization. The total size of a Vega-Lite visualization may be determined by multiple factors: specified width, height, and padding values, as well as content such as axes, legends, and titles.
- resize
A boolean flag indicating if autosize layout should be re-calculated on every view update.
- contains
Determines how size calculation should be performed, one of "content" or "padding". The default setting ("content") interprets the width and height settings as the data rectangle (plotting) dimensions, to which padding is then added. In contrast, the "padding" setting includes the padding within the view size calculations, such that the width and height settings indicate the total intended size of the view.
- Definition Classes
- VegaLite
- def background(color: String): VegaLite
CSS color property to use as the background of the entire view.
CSS color property to use as the background of the entire view.
- Definition Classes
- VegaLite
- def clone(): AnyRef
- Attributes
- protected[lang]
- Definition Classes
- AnyRef
- Annotations
- @throws(classOf[java.lang.CloneNotSupportedException]) @native()
- def color(value: JsValue): View
Sets the color value.
Sets the color value.
- Definition Classes
- View
- def color(field: JsValue, type: String, bin: Either[Boolean, JsObject] = Left(false), timeUnit: String = "", aggregate: String = "", scale: JsValue = JsUndefined, legend: JsValue = JsUndefined, condition: JsValue = JsUndefined): View
Sets the color property.
Sets the color property.
- Definition Classes
- View
- def config(properties: JsObject): VegaLite
Sets Vega-Lite configuration object that lists configuration properties of a visualization for creating a consistent theme.
Sets Vega-Lite configuration object that lists configuration properties of a visualization for creating a consistent theme. This property can only be defined at the top-level of a specification.
- Definition Classes
- VegaLite
- def data(url: String, format: JsValue = JsUndefined): VegaLite
Sets the url of the data source.
Sets the url of the data source.
- url
An URL from which to load the data set.
- format
Type of input data: "json", "csv", "tsv", "dsv". Default value: The default format type is determined by the extension of the file URL. If no extension is detected, "json" will be used by default.
- Definition Classes
- VegaLite
- def data(df: DataFrame): VegaLite
Sets a data frame describing the data source.
Sets a data frame describing the data source.
- Definition Classes
- VegaLite
- def data(rows: JsObject*): VegaLite
Sets an array of objects describing the data source.
Sets an array of objects describing the data source.
- Definition Classes
- VegaLite
- def data(json: JsArray): VegaLite
Sets a JSON array describing the data source.
Sets a JSON array describing the data source. Set to null to ignore the parent’s data source. If no data is set, it is derived from the parent.
- Definition Classes
- VegaLite
- def description(description: String): VegaLite
Sets the description of this mark for commenting purpose.
Sets the description of this mark for commenting purpose.
- Definition Classes
- VegaLite
- def embed: String
Returns the HTML of plot specification with Vega Embed.
Returns the HTML of plot specification with Vega Embed.
- Definition Classes
- VegaLite
- def encode(x: String, y: String, color: Option[(String, String)] = None): View
Sets the channels x and y (quantitative), and optional color with default properties.
Sets the channels x and y (quantitative), and optional color with default properties.
- Definition Classes
- View
- def ensuring(cond: (Layer) => Boolean, msg: => Any): Layer
- def ensuring(cond: (Layer) => Boolean): Layer
- def ensuring(cond: Boolean, msg: => Any): Layer
- def ensuring(cond: Boolean): Layer
- final def eq(arg0: AnyRef): Boolean
- Definition Classes
- AnyRef
- def equals(arg0: AnyRef): Boolean
- Definition Classes
- AnyRef → Any
- def fill(value: JsValue): View
Sets the fill value.
Sets the fill value.
- Definition Classes
- View
- def fill(field: JsValue, type: String, bin: Either[Boolean, JsObject] = Left(false), timeUnit: String = "", aggregate: String = "", scale: JsValue = JsUndefined, legend: JsValue = JsUndefined, condition: JsValue = JsUndefined): View
Sets the fill property.
Sets the fill property.
- Definition Classes
- View
- def finalize(): Unit
- Attributes
- protected[lang]
- Definition Classes
- AnyRef
- Annotations
- @throws(classOf[java.lang.Throwable])
- def formatted(fmtstr: String): String
- final def getClass(): Class[_ <: AnyRef]
- Definition Classes
- AnyRef → Any
- Annotations
- @native()
- def hashCode(): Int
- Definition Classes
- AnyRef → Any
- Annotations
- @native()
- def height(height: String): View
Sets the top-level height properties to "container" to indicate that the height of the plot should be the same as its surrounding container.
Sets the top-level height properties to "container" to indicate that the height of the plot should be the same as its surrounding container. The width and height can be set independently, for example, you can have a responsive width and a fixed height by setting width to "container" and height to a number.
After setting width or height to "container", you need to ensure that the container’s width or height is determined outside the plot. For example, the container can be a
element that has style width: 100%; height: 300px. When the container is not available or its size is not defined (e.g., in server-side rendering), the default width and height are config.view.continuousWidth and config.view.continuousHeight, respectively.
- Definition Classes
- View
- def height(height: Int): View
Sets the height of the data rectangle (plotting) dimensions.
Sets the height of the data rectangle (plotting) dimensions.
- Definition Classes
- View
- def heightStep(step: Int): View
For a discrete y-field, sets the height per discrete step..
For a discrete y-field, sets the height per discrete step..
- Definition Classes
- View
- def iframe(id: String = java.util.UUID.randomUUID.toString): String
Returns the HTML wrapped in an iframe to render in notebooks.
Returns the HTML wrapped in an iframe to render in notebooks.
- id
the iframe HTML id.
- Definition Classes
- VegaLite
- final def isInstanceOf[T0]: Boolean
- Definition Classes
- Any
- def latitude(field: JsValue, type: String = "quantitative", bin: Either[Boolean, JsObject] = Left(false), timeUnit: String = "", aggregate: String = "", title: String = ""): View
Sets the latitude field.
Sets the latitude field.
- Definition Classes
- View
- def latitude2(field: JsValue, bin: Either[Boolean, JsObject] = Left(false), timeUnit: String = "", aggregate: String = "", title: String = ""): View
Sets the latitude2 field.
Sets the latitude2 field.
- Definition Classes
- View
- def layer(layers: View*): Layer
Sets the Layer or single View specifications to be layered.
Sets the Layer or single View specifications to be layered.
Note: Specifications inside layer cannot use row and column channels as layering facet specifications is not allowed. Instead, use the facet operator and place a layer inside a facet.
- def longitude(field: JsValue, type: String = "quantitative", bin: Either[Boolean, JsObject] = Left(false), timeUnit: String = "", aggregate: String = "", title: String = ""): View
Sets the longitude field.
Sets the longitude field.
- Definition Classes
- View
- def longitude2(field: JsValue, bin: Either[Boolean, JsObject] = Left(false), timeUnit: String = "", aggregate: String = "", title: String = ""): View
Sets the longitude2 field.
Sets the longitude2 field.
- Definition Classes
- View
- def mark(mark: String): View
Sets the mark property of a string (one of "bar", "circle", "square", "tick", "line", "area", "point", "rule", "geoshape", and "text").
Sets the mark property of a string (one of "bar", "circle", "square", "tick", "line", "area", "point", "rule", "geoshape", and "text").
- Definition Classes
- View
- def mark(mark: JsObject): View
Sets the mark definition object.
Sets the mark definition object. Marks are the basic visual building block of a visualization. They provide basic shapes whose properties (such as position, size, and color) can be used to visually encode data, either from a data field, or a constant value.
- Definition Classes
- View
- def name(name: String): VegaLite
Sets the name of the visualization for later reference.
Sets the name of the visualization for later reference.
- Definition Classes
- VegaLite
- final def ne(arg0: AnyRef): Boolean
- Definition Classes
- AnyRef
- final def notify(): Unit
- Definition Classes
- AnyRef
- Annotations
- @native()
- final def notifyAll(): Unit
- Definition Classes
- AnyRef
- Annotations
- @native()
- def opacity(value: JsValue): View
Sets the opacity value.
Sets the opacity value.
- Definition Classes
- View
- def opacity(field: JsValue, type: String, bin: Either[Boolean, JsObject] = Left(false), timeUnit: String = "", aggregate: String = "", scale: JsValue = JsUndefined, legend: JsValue = JsUndefined, condition: JsValue = JsUndefined): View
Sets the opacity property.
Sets the opacity property.
- Definition Classes
- View
- def padding(left: Int, top: Int, right: Int, bottom: Int): VegaLite
Specifies padding for each side.
Specifies padding for each side. The visualization padding, in pixels, is from the edge of the visualization canvas to the data rectangle.
- Definition Classes
- VegaLite
- def padding(size: Int): VegaLite
Specifies padding for all sides.
Specifies padding for all sides. The visualization padding, in pixels, is from the edge of the visualization canvas to the data rectangle.
- Definition Classes
- VegaLite
- def projection(projection: JsObject): View
Sets geographic projection, which will be applied to shape path for "geoshape" marks and to latitude and "longitude" channels for other marks.
Sets geographic projection, which will be applied to shape path for "geoshape" marks and to latitude and "longitude" channels for other marks.
A cartographic projection maps longitude and latitude pairs to x, y coordinates. As with Vega, one can use projections in Vega-Lite to layout both geographic points (such as locations on a map) represented by longitude and latitude coordinates, or to project geographic regions (such as countries and states) represented using the GeoJSON format. Projections are specified at the unit specification level, alongside encoding. Geographic coordinate data can then be mapped to longitude and latitude channels (and longitude2 and latitude2 for ranged marks).
- Definition Classes
- View
- def radius(field: JsValue, type: String = "quantitative", bin: Either[Boolean, JsObject] = Left(false), timeUnit: String = "", aggregate: String = "", title: String = "", scale: JsValue = JsUndefined, sort: Option[String] = None, stack: JsValue = JsUndefined): View
Sets the radius field.
Sets the radius field.
- Definition Classes
- View
- def radius2(field: JsValue, bin: Either[Boolean, JsObject] = Left(false), timeUnit: String = "", aggregate: String = "", title: String = ""): View
Sets the radius2 field.
Sets the radius2 field.
- Definition Classes
- View
- def resolveAxis(axis: JsObject): ViewComposition
Axis resolutions.
Axis resolutions. For axes, resolutions can be defined for x and y (positional channels).
- Definition Classes
- ViewComposition
- def resolveLegend(legend: JsObject): ViewComposition
Legend resolutions.
Legend resolutions. For legends, resolutions can be defined for color, opacity, shape, and size (non-positional channels).
- Definition Classes
- ViewComposition
- def resolveScale(scale: JsObject): ViewComposition
Scale resolutions.
Scale resolutions. For scales, resolution can be specified for every channel.
- Definition Classes
- ViewComposition
- def selection(selections: (String, String)*): View
Selections are the basic building block in Vega-Lite’s grammar of interaction.
Selections are the basic building block in Vega-Lite’s grammar of interaction. They map user input (e.g., mouse moves and clicks, touch presses, etc.) into data queries, which can subsequently be used to drive conditional encoding rules, filter data points, or determine scale domains.
The simplest definition of selection consists of a name and a type. The selection type determines the default events that trigger a selection and the resultant data query.
Vega-Lite currently supports three selection types:
- "single" to select a single discrete data value on click. - "multi" to select multiple discrete data value; the first value is selected on click and additional values toggled on shift-click. - "interval" to select a continuous range of data values on drag.
- selections
(name, type) pairs
- Definition Classes
- View
- def setProperty(prop: String, field: JsValue, type: String, bin: Either[Boolean, JsObject] = Left(false), timeUnit: String = "", aggregate: String = "", scale: JsValue = JsUndefined, legend: JsValue = JsUndefined, condition: JsValue = JsUndefined): View
Sets a mark property.
Sets a mark property.
- Definition Classes
- View
- def setPropertyDatum(prop: String, datum: JsValue): View
Sets a mark property by datum.
Sets a mark property by datum.
- Definition Classes
- View
- def setPropertyValue(prop: String, value: JsValue): View
Sets a mark property by value.
Sets a mark property by value.
- Definition Classes
- View
- def shape(value: JsValue): View
Sets the shape value.
Sets the shape value.
- Definition Classes
- View
- def shape(field: JsValue, type: String, bin: Either[Boolean, JsObject] = Left(false), timeUnit: String = "", aggregate: String = "", scale: JsValue = JsUndefined, legend: JsValue = JsUndefined, condition: JsValue = JsUndefined): View
Sets the shape property.
Sets the shape property.
- Definition Classes
- View
- def size(value: JsValue): View
Sets the size value.
Sets the size value.
- Definition Classes
- View
- def size(field: JsValue, type: String, bin: Either[Boolean, JsObject] = Left(false), timeUnit: String = "", aggregate: String = "", scale: JsValue = JsUndefined, legend: JsValue = JsUndefined, condition: JsValue = JsUndefined): View
Sets the size property.
Sets the size property.
- Definition Classes
- View
- def stroke(value: JsValue): View
Sets the stroke value.
Sets the stroke value.
- Definition Classes
- View
- def stroke(field: JsValue, type: String, bin: Either[Boolean, JsObject] = Left(false), timeUnit: String = "", aggregate: String = "", scale: JsValue = JsUndefined, legend: JsValue = JsUndefined, condition: JsValue = JsUndefined): View
Sets the stroke property.
Sets the stroke property.
- Definition Classes
- View
- final def synchronized[T0](arg0: => T0): T0
- Definition Classes
- AnyRef
- def text(value: JsValue): View
Sets the text value.
Sets the text value.
- Definition Classes
- View
- def text(field: JsValue, type: String, bin: Either[Boolean, JsObject] = Left(false), timeUnit: String = "", aggregate: String = "", scale: JsValue = JsUndefined, legend: JsValue = JsUndefined, condition: JsValue = JsUndefined): View
Sets the text property.
Sets the text property.
- Definition Classes
- View
- def theta(field: JsValue, type: String = "quantitative", bin: Either[Boolean, JsObject] = Left(false), timeUnit: String = "", aggregate: String = "", title: String = "", scale: JsValue = JsUndefined, sort: Option[String] = None, stack: JsValue = JsUndefined): View
Sets the theta field.
Sets the theta field.
- Definition Classes
- View
- def theta2(field: JsValue, bin: Either[Boolean, JsObject] = Left(false), timeUnit: String = "", aggregate: String = "", title: String = ""): View
Sets the theta2 field.
Sets the theta2 field.
- Definition Classes
- View
- def title(title: String): VegaLite
Sets a descriptive title to a chart.
Sets a descriptive title to a chart.
- Definition Classes
- VegaLite
- def toString(): String
- Definition Classes
- VegaLite → AnyRef → Any
- def transform(transforms: JsObject*): VegaLite
An array of data transformations such as filter and new field calculation.
An array of data transformations such as filter and new field calculation. Data transformations in Vega-Lite are described via either view-level transforms (the transform property) or field transforms inside encoding (bin, timeUnit, aggregate, sort, and stack).
When both types of transforms are specified, the view-level transforms are executed first based on the order in the array. Then the inline transforms are executed in this order: bin, timeUnit, aggregate, sort, and stack.
- Definition Classes
- VegaLite
- def transform(transforms: JsArray): VegaLite
An array of data transformations such as filter and new field calculation.
An array of data transformations such as filter and new field calculation. Data transformations in Vega-Lite are described via either view-level transforms (the transform property) or field transforms inside encoding (bin, timeUnit, aggregate, sort, and stack).
When both types of transforms are specified, the view-level transforms are executed first based on the order in the array. Then the inline transforms are executed in this order: bin, timeUnit, aggregate, sort, and stack.
- Definition Classes
- VegaLite
- def usermeta(data: JsValue): VegaLite
Optional metadata that will be passed to Vega.
Optional metadata that will be passed to Vega. This object is completely ignored by Vega and Vega-Lite and can be used for custom metadata.
- Definition Classes
- VegaLite
- def view(background: JsObject): View
Sets the view background’s fill and stroke.
Sets the view background’s fill and stroke. The background property of a top-level view specification defines the background of the whole visualization canvas. Meanwhile, the view property of a single-view or layer specification can define the background of the view.
- Definition Classes
- View
- final def wait(): Unit
- Definition Classes
- AnyRef
- Annotations
- @throws(classOf[java.lang.InterruptedException])
- final def wait(arg0: Long, arg1: Int): Unit
- Definition Classes
- AnyRef
- Annotations
- @throws(classOf[java.lang.InterruptedException])
- final def wait(arg0: Long): Unit
- Definition Classes
- AnyRef
- Annotations
- @throws(classOf[java.lang.InterruptedException]) @native()
- def width(width: String): View
Sets the top-level width properties to "container" to indicate that the width of the plot should be the same as its surrounding container.
Sets the top-level width properties to "container" to indicate that the width of the plot should be the same as its surrounding container. The width and height can be set independently, for example, you can have a responsive width and a fixed height by setting width to "container" and height to a number.
After setting width or height to "container", you need to ensure that the container’s width or height is determined outside the plot. For example, the container can be a
element that has style width: 100%; height: 300px. When the container is not available or its size is not defined (e.g., in server-side rendering), the default width and height are config.view.continuousWidth and config.view.continuousHeight, respectively.
- Definition Classes
- View
- def width(width: Int): View
Sets the width of the data rectangle (plotting) dimensions.
Sets the width of the data rectangle (plotting) dimensions.
- Definition Classes
- View
- def widthStep(step: Int): View
For a discrete x-field, sets the width per discrete step.
For a discrete x-field, sets the width per discrete step.
- Definition Classes
- View
- def x(field: JsValue, type: String, bin: Either[Boolean, JsObject] = Left(false), timeUnit: String = "", aggregate: String = "", title: String = "", scale: JsValue = JsUndefined, axis: JsValue = JsUndefined, sort: Option[String] = None, band: Option[Double] = None, impute: JsValue = JsUndefined, stack: JsValue = JsUndefined): View
Sets the x field.
Sets the x field.
- Definition Classes
- View
- def x(datum: JsValue): View
Sets the x channel as a datum field.
Sets the x channel as a datum field.
- Definition Classes
- View
- def x2(field: JsValue, bin: Either[Boolean, JsObject] = Left(false), timeUnit: String = "", aggregate: String = "", title: String = ""): View
Sets the x2 field.
Sets the x2 field.
- Definition Classes
- View
- def xError(field: JsValue, bin: Either[Boolean, JsObject] = Left(false), timeUnit: String = "", aggregate: String = "", title: String = ""): View
Sets the xError field.
Sets the xError field.
- Definition Classes
- View
- def xError2(field: JsValue, bin: Either[Boolean, JsObject] = Left(false), timeUnit: String = "", aggregate: String = "", title: String = ""): View
Sets the xError2 field.
Sets the xError2 field.
- Definition Classes
- View
- def y(field: JsValue, type: String, bin: Either[Boolean, JsObject] = Left(false), timeUnit: String = "", aggregate: String = "", title: String = "", scale: JsValue = JsUndefined, axis: JsValue = JsUndefined, sort: Option[String] = None, band: Option[Double] = None, impute: JsValue = JsUndefined, stack: JsValue = JsUndefined): View
Sets the y field.
Sets the y field.
- Definition Classes
- View
- def y(datum: JsValue): View
Sets the y channel as a datum field.
Sets the y channel as a datum field.
- Definition Classes
- View
- def y2(field: JsValue, bin: Either[Boolean, JsObject] = Left(false), timeUnit: String = "", aggregate: String = "", title: String = ""): View
Sets the y2 field.
Sets the y2 field.
- Definition Classes
- View
- def yError(field: JsValue, bin: Either[Boolean, JsObject] = Left(false), timeUnit: String = "", aggregate: String = "", title: String = ""): View
Sets the yError field.
Sets the yError field.
- Definition Classes
- View
- def yError2(field: JsValue, bin: Either[Boolean, JsObject] = Left(false), timeUnit: String = "", aggregate: String = "", title: String = ""): View
Sets the yError2 field.
Sets the yError2 field.
- Definition Classes
- View
Deprecated Value Members
- def →[B](y: B): (Layer, B)
- Implicit
- This member is added by an implicit conversion from Layer toArrowAssoc[Layer] performed by method ArrowAssoc in scala.Predef.
- Definition Classes
- ArrowAssoc
- Annotations
- @deprecated
- Deprecated
(Since version 2.13.0) Use
->
instead. If you still wish to display it as one character, consider using a font with programming ligatures such as Fira Code.
Smile (Statistical Machine Intelligence and Learning Engine) is a fast and comprehensive machine learning, NLP, linear algebra, graph, interpolation, and visualization system in Java and Scala. With advanced data structures and algorithms, Smile delivers state-of-art performance.
Smile covers every aspect of machine learning, including classification, regression, clustering, association rule mining, feature selection, manifold learning, multidimensional scaling, genetic algorithms, missing value imputation, efficient nearest neighbor search, etc.