Packages

  • package root

    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.

    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.

    Definition Classes
    root
  • package smile
    Definition Classes
    root
  • package plot

    Data visualization.

    Data visualization.

    Definition Classes
    smile
  • package vega
    Definition Classes
    plot
  • Facet
  • Layer
  • VegaLite
  • View
  • ViewComposition
  • ViewLayoutComposition

trait View extends VegaLite

Single view specification, which describes a view that uses a single mark type to visualize the data.

Linear Supertypes
Known Subclasses
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. View
  2. VegaLite
  3. AnyRef
  4. Any
Implicitly
  1. by any2stringadd
  2. by StringFormat
  3. by Ensuring
  4. by ArrowAssoc
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Visibility
  1. Public
  2. Protected

Abstract Value Members

  1. abstract val spec: JsObject

    The specification

    The specification

    Definition Classes
    VegaLite

Concrete Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##: Int
    Definition Classes
    AnyRef → Any
  3. def +(other: String): String
    Implicit
    This member is added by an implicit conversion from View toany2stringadd[View] performed by method any2stringadd in scala.Predef.
    Definition Classes
    any2stringadd
  4. def ->[B](y: B): (View, B)
    Implicit
    This member is added by an implicit conversion from View toArrowAssoc[View] performed by method ArrowAssoc in scala.Predef.
    Definition Classes
    ArrowAssoc
    Annotations
    @inline()
  5. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  6. def angle(value: JsValue): View

    Sets the angle value.

  7. 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.

  8. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  9. 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
  10. 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
  11. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.CloneNotSupportedException]) @native()
  12. def color(value: JsValue): View

    Sets the color value.

  13. 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.

  14. 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
  15. 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
  16. def data(df: DataFrame): VegaLite

    Sets a data frame describing the data source.

    Sets a data frame describing the data source.

    Definition Classes
    VegaLite
  17. 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
  18. 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
  19. 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
  20. def embed: String

    Returns the HTML of plot specification with Vega Embed.

    Returns the HTML of plot specification with Vega Embed.

    Definition Classes
    VegaLite
  21. 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.

  22. def ensuring(cond: (View) => Boolean, msg: => Any): View
    Implicit
    This member is added by an implicit conversion from View toEnsuring[View] performed by method Ensuring in scala.Predef.
    Definition Classes
    Ensuring
  23. def ensuring(cond: (View) => Boolean): View
    Implicit
    This member is added by an implicit conversion from View toEnsuring[View] performed by method Ensuring in scala.Predef.
    Definition Classes
    Ensuring
  24. def ensuring(cond: Boolean, msg: => Any): View
    Implicit
    This member is added by an implicit conversion from View toEnsuring[View] performed by method Ensuring in scala.Predef.
    Definition Classes
    Ensuring
  25. def ensuring(cond: Boolean): View
    Implicit
    This member is added by an implicit conversion from View toEnsuring[View] performed by method Ensuring in scala.Predef.
    Definition Classes
    Ensuring
  26. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  27. def equals(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef → Any
  28. def fill(value: JsValue): View

    Sets the fill value.

  29. 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.

  30. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.Throwable])
  31. final def getClass(): Class[_ <: AnyRef]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  32. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  33. 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.

  34. def height(height: Int): View

    Sets the height of the data rectangle (plotting) dimensions.

  35. def heightStep(step: Int): View

    For a discrete y-field, sets the height per discrete step..

  36. 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
  37. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  38. def latitude(field: JsValue, type: String = "quantitative", bin: Either[Boolean, JsObject] = Left(false), timeUnit: String = "", aggregate: String = "", title: String = ""): View

    Sets the latitude field.

  39. def latitude2(field: JsValue, bin: Either[Boolean, JsObject] = Left(false), timeUnit: String = "", aggregate: String = "", title: String = ""): View

    Sets the latitude2 field.

  40. def longitude(field: JsValue, type: String = "quantitative", bin: Either[Boolean, JsObject] = Left(false), timeUnit: String = "", aggregate: String = "", title: String = ""): View

    Sets the longitude field.

  41. def longitude2(field: JsValue, bin: Either[Boolean, JsObject] = Left(false), timeUnit: String = "", aggregate: String = "", title: String = ""): View

    Sets the longitude2 field.

  42. 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").

  43. 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.

  44. 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
  45. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  46. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  47. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  48. def opacity(value: JsValue): View

    Sets the opacity value.

  49. 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.

  50. 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
  51. 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
  52. 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).

  53. 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.

  54. def radius2(field: JsValue, bin: Either[Boolean, JsObject] = Left(false), timeUnit: String = "", aggregate: String = "", title: String = ""): View

    Sets the radius2 field.

  55. 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

  56. 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.

  57. def setPropertyDatum(prop: String, datum: JsValue): View

    Sets a mark property by datum.

  58. def setPropertyValue(prop: String, value: JsValue): View

    Sets a mark property by value.

  59. def shape(value: JsValue): View

    Sets the shape value.

  60. 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.

  61. def size(value: JsValue): View

    Sets the size value.

  62. 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.

  63. def stroke(value: JsValue): View

    Sets the stroke value.

  64. 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.

  65. final def synchronized[T0](arg0: => T0): T0
    Definition Classes
    AnyRef
  66. def text(value: JsValue): View

    Sets the text value.

  67. 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.

  68. 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.

  69. def theta2(field: JsValue, bin: Either[Boolean, JsObject] = Left(false), timeUnit: String = "", aggregate: String = "", title: String = ""): View

    Sets the theta2 field.

  70. def title(title: String): VegaLite

    Sets a descriptive title to a chart.

    Sets a descriptive title to a chart.

    Definition Classes
    VegaLite
  71. def toString(): String
    Definition Classes
    VegaLite → AnyRef → Any
  72. 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
  73. 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
  74. 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
  75. 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.

  76. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException])
  77. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException])
  78. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException]) @native()
  79. 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.

  80. def width(width: Int): View

    Sets the width of the data rectangle (plotting) dimensions.

  81. def widthStep(step: Int): View

    For a discrete x-field, sets the width per discrete step.

  82. 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.

  83. def x(datum: JsValue): View

    Sets the x channel as a datum field.

  84. def x2(field: JsValue, bin: Either[Boolean, JsObject] = Left(false), timeUnit: String = "", aggregate: String = "", title: String = ""): View

    Sets the x2 field.

  85. def xError(field: JsValue, bin: Either[Boolean, JsObject] = Left(false), timeUnit: String = "", aggregate: String = "", title: String = ""): View

    Sets the xError field.

  86. def xError2(field: JsValue, bin: Either[Boolean, JsObject] = Left(false), timeUnit: String = "", aggregate: String = "", title: String = ""): View

    Sets the xError2 field.

  87. 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.

  88. def y(datum: JsValue): View

    Sets the y channel as a datum field.

  89. def y2(field: JsValue, bin: Either[Boolean, JsObject] = Left(false), timeUnit: String = "", aggregate: String = "", title: String = ""): View

    Sets the y2 field.

  90. def yError(field: JsValue, bin: Either[Boolean, JsObject] = Left(false), timeUnit: String = "", aggregate: String = "", title: String = ""): View

    Sets the yError field.

  91. def yError2(field: JsValue, bin: Either[Boolean, JsObject] = Left(false), timeUnit: String = "", aggregate: String = "", title: String = ""): View

    Sets the yError2 field.

Deprecated Value Members

  1. def formatted(fmtstr: String): String
    Implicit
    This member is added by an implicit conversion from View toStringFormat[View] performed by method StringFormat in scala.Predef.
    Definition Classes
    StringFormat
    Annotations
    @deprecated @inline()
    Deprecated

    (Since version 2.12.16) Use formatString.format(value) instead of value.formatted(formatString), or use the f"" string interpolator. In Java 15 and later, formatted resolves to the new method in String which has reversed parameters.

  2. def [B](y: B): (View, B)
    Implicit
    This member is added by an implicit conversion from View toArrowAssoc[View] 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.

Inherited from VegaLite

Inherited from AnyRef

Inherited from Any

Inherited by implicit conversion any2stringadd fromView to any2stringadd[View]

Inherited by implicit conversion StringFormat fromView to StringFormat[View]

Inherited by implicit conversion Ensuring fromView to Ensuring[View]

Inherited by implicit conversion ArrowAssoc fromView to ArrowAssoc[View]

Ungrouped