# The contents of this file are automatically written by # tools/generate_schema_wrapper.py. Do not modify directly. __all__ = [ "Aggregate", "AggregateOp", "AggregateTransform", "AggregatedFieldDef", "Align", "AllSortString", "AnyMark", "AnyMarkConfig", "AreaConfig", "ArgmaxDef", "ArgminDef", "AutoSizeParams", "AutosizeType", "Axis", "AxisConfig", "AxisOrient", "AxisResolveMap", "BBox", "BarConfig", "BaseTitleNoValueRefs", "Baseline", "BinExtent", "BinParams", "BinTransform", "BindCheckbox", "BindDirect", "BindInput", "BindRadioSelect", "BindRange", "Binding", "BinnedTimeUnit", "Blend", "BoxPlot", "BoxPlotConfig", "BoxPlotDef", "BrushConfig", "CalculateTransform", "Categorical", "ColorDef", "ColorName", "ColorScheme", "Encoding", "CompositeMark", "CompositeMarkDef", "CompositionConfig", "ConditionalMarkPropFieldOrDatumDef", "ConditionalMarkPropFieldOrDatumDefTypeForShape", "ConditionalStringFieldDef", "ConditionalValueDefGradientstringnullExprRef", "ConditionalValueDefTextExprRef", "ConditionalValueDefnumberArrayExprRef", "ConditionalValueDefnumberExprRef", "ConditionalValueDefstringExprRef", "ConditionalValueDefstringnullExprRef", "ConditionalValueDefnumber", "ConditionalAxisColor", "ConditionalAxisLabelAlign", "ConditionalAxisLabelBaseline", "ConditionalAxisLabelFontStyle", "ConditionalAxisLabelFontWeight", "ConditionalAxisNumber", "ConditionalAxisNumberArray", "ConditionalAxisPropertyAlignnull", "ConditionalAxisPropertyColornull", "ConditionalAxisPropertyFontStylenull", "ConditionalAxisPropertyFontWeightnull", "ConditionalAxisPropertyTextBaselinenull", "ConditionalAxisPropertynumberArraynull", "ConditionalAxisPropertynumbernull", "ConditionalAxisPropertystringnull", "ConditionalAxisString", "ConditionalParameterMarkPropFieldOrDatumDef", "ConditionalParameterMarkPropFieldOrDatumDefTypeForShape", "ConditionalParameterStringFieldDef", "ConditionalParameterValueDefGradientstringnullExprRef", "ConditionalParameterValueDefTextExprRef", "ConditionalParameterValueDefnumberArrayExprRef", "ConditionalParameterValueDefnumberExprRef", "ConditionalParameterValueDefstringExprRef", "ConditionalParameterValueDefstringnullExprRef", "ConditionalParameterValueDefnumber", "ConditionalPredicateValueDefAlignnullExprRef", "ConditionalPredicateValueDefColornullExprRef", "ConditionalPredicateValueDefFontStylenullExprRef", "ConditionalPredicateValueDefFontWeightnullExprRef", "ConditionalPredicateValueDefTextBaselinenullExprRef", "ConditionalPredicateValueDefnumberArraynullExprRef", "ConditionalPredicateValueDefnumbernullExprRef", "ConditionalPredicateValueDefstringnullExprRef", "ConditionalPredicateMarkPropFieldOrDatumDef", "ConditionalPredicateMarkPropFieldOrDatumDefTypeForShape", "ConditionalPredicateStringFieldDef", "ConditionalPredicateValueDefGradientstringnullExprRef", "ConditionalPredicateValueDefTextExprRef", "ConditionalPredicateValueDefnumberArrayExprRef", "ConditionalPredicateValueDefnumberExprRef", "ConditionalPredicateValueDefstringExprRef", "ConditionalPredicateValueDefnumber", "Config", "CsvDataFormat", "Cursor", "Cyclical", "Data", "DataFormat", "DataSource", "Datasets", "DateTime", "DatumDef", "Day", "DensityTransform", "DerivedStream", "DictInlineDataset", "DictSelectionInit", "DictSelectionInitInterval", "Dict", "Diverging", "DomainUnionWith", "DsvDataFormat", "Element", "EncodingSortField", "ErrorBand", "ErrorBandConfig", "ErrorBandDef", "ErrorBar", "ErrorBarConfig", "ErrorBarDef", "ErrorBarExtent", "EventStream", "EventType", "Expr", "ExprRef", "ExtentTransform", "FacetEncodingFieldDef", "FacetFieldDef", "FacetMapping", "FacetedEncoding", "FacetedUnitSpec", "Feature", "FeatureGeometryGeoJsonProperties", "FeatureCollection", "Field", "FieldDefWithoutScale", "FieldEqualPredicate", "FieldGTEPredicate", "FieldGTPredicate", "FieldLTEPredicate", "FieldLTPredicate", "FieldName", "FieldOneOfPredicate", "FieldOrDatumDefWithConditionDatumDefGradientstringnull", "FieldOrDatumDefWithConditionDatumDefstringnull", "FieldOrDatumDefWithConditionDatumDefnumber", "FieldOrDatumDefWithConditionDatumDefnumberArray", "FieldOrDatumDefWithConditionMarkPropFieldDefGradientstringnull", "FieldOrDatumDefWithConditionMarkPropFieldDefnumber", "FieldOrDatumDefWithConditionMarkPropFieldDefnumberArray", "FieldOrDatumDefWithConditionMarkPropFieldDefTypeForShapestringnull", "FieldOrDatumDefWithConditionStringDatumDefText", "FieldOrDatumDefWithConditionStringFieldDefText", "FieldOrDatumDefWithConditionStringFieldDefstring", "FieldRange", "FieldRangePredicate", "FieldValidPredicate", "FilterTransform", "Fit", "FlattenTransform", "FoldTransform", "FontStyle", "FontWeight", "FormatConfig", "Generator", "ConcatSpecGenericSpec", "FacetSpec", "HConcatSpecGenericSpec", "Spec", "GenericUnitSpecEncodingAnyMark", "VConcatSpecGenericSpec", "GeoJsonFeature", "GeoJsonFeatureCollection", "GeoJsonProperties", "Geometry", "GeometryCollection", "Gradient", "GradientStop", "GraticuleGenerator", "GraticuleParams", "Header", "HeaderConfig", "HexColor", "ImputeMethod", "ImputeParams", "ImputeSequence", "ImputeTransform", "InlineData", "InlineDataset", "Interpolate", "IntervalSelectionConfig", "IntervalSelectionConfigWithoutType", "JoinAggregateFieldDef", "JoinAggregateTransform", "JsonDataFormat", "LabelOverlap", "LatLongDef", "LatLongFieldDef", "LayerRepeatMapping", "LayerRepeatSpec", "LayerSpec", "LayoutAlign", "Legend", "LegendBinding", "LegendConfig", "LegendOrient", "LegendResolveMap", "LegendStreamBinding", "LineConfig", "LineString", "LinearGradient", "LocalMultiTimeUnit", "LocalSingleTimeUnit", "Locale", "LoessTransform", "LogicalAndPredicate", "PredicateComposition", "LogicalNotPredicate", "LogicalOrPredicate", "LookupData", "LookupSelection", "LookupTransform", "Mark", "MarkConfig", "MarkDef", "MarkPropDefGradientstringnull", "MarkPropDefstringnullTypeForShape", "MarkPropDefnumber", "MarkPropDefnumberArray", "MarkType", "MergedStream", "Month", "MultiLineString", "MultiPoint", "MultiPolygon", "MultiTimeUnit", "NamedData", "NonArgAggregateOp", "NonLayerRepeatSpec", "NonNormalizedSpec", "NumberLocale", "NumericArrayMarkPropDef", "NumericMarkPropDef", "OffsetDef", "OrderFieldDef", "OrderOnlyDef", "OrderValueDef", "Orient", "Orientation", "OverlayMarkDef", "Padding", "ParameterExtent", "ParameterName", "ParameterPredicate", "Parse", "ParseValue", "PivotTransform", "Point", "PointSelectionConfig", "PointSelectionConfigWithoutType", "PolarDef", "Polygon", "Position", "Position2Def", "PositionDatumDef", "PositionDatumDefBase", "PositionDef", "PositionFieldDef", "PositionFieldDefBase", "PositionValueDef", "Predicate", "PrimitiveValue", "Projection", "ProjectionConfig", "ProjectionType", "QuantileTransform", "RadialGradient", "RangeConfig", "RangeEnum", "RangeRaw", "RangeRawArray", "RangeScheme", "RectConfig", "RegressionTransform", "RelativeBandSize", "RepeatMapping", "RepeatRef", "RepeatSpec", "Resolve", "ResolveMode", "RowColLayoutAlign", "RowColboolean", "RowColnumber", "RowColumnEncodingFieldDef", "SampleTransform", "Scale", "ScaleBinParams", "ScaleBins", "ScaleConfig", "ScaleDatumDef", "ScaleFieldDef", "ScaleInterpolateEnum", "ScaleInterpolateParams", "ScaleResolveMap", "ScaleType", "SchemeParams", "SecondaryFieldDef", "SelectionConfig", "SelectionInit", "SelectionInitInterval", "SelectionInitIntervalMapping", "SelectionInitMapping", "SelectionParameter", "SelectionResolution", "SelectionType", "SequenceGenerator", "SequenceParams", "SequentialMultiHue", "SequentialSingleHue", "ShapeDef", "SharedEncoding", "SingleDefUnitChannel", "SingleTimeUnit", "Sort", "SortArray", "SortByChannel", "SortByChannelDesc", "SortByEncoding", "SortField", "SortOrder", "SphereGenerator", "StackOffset", "StackTransform", "StandardType", "Step", "StepFor", "Stream", "StringFieldDef", "StringFieldDefWithCondition", "StringValueDefWithCondition", "StrokeCap", "StrokeJoin", "StyleConfigIndex", "SymbolShape", "TextBaseline", "TextDef", "TextDirection", "TickConfig", "TickCount", "TimeInterval", "TimeIntervalStep", "TimeLocale", "TimeUnit", "TimeUnitParams", "TimeUnitTransform", "TimeUnitTransformParams", "TitleAnchor", "TitleConfig", "TitleFrame", "TitleOrient", "TitleParams", "TooltipContent", "TopLevelConcatSpec", "TopLevelHConcatSpec", "TopLevelVConcatSpec", "TopLevelLayerSpec", "TopLevelRepeatSpec", "TopLevelFacetSpec", "TopLevelParameter", "TopLevelSelectionParameter", "TopLevelSpec", "TopLevelUnitSpec", "TopoDataFormat", "Transform", "Type", "TypeForShape", "TypedFieldDef", "URI", "UnitSpec", "UnitSpecWithFrame", "UrlData", "UtcMultiTimeUnit", "UtcSingleTimeUnit", "ValueDefnumberwidthheightExprRef", "ValueDefnumber", "ValueDefWithConditionMarkPropFieldOrDatumDefGradientstringnull", "ValueDefWithConditionMarkPropFieldOrDatumDefstringnull", "ValueDefWithConditionMarkPropFieldOrDatumDefnumber", "ValueDefWithConditionMarkPropFieldOrDatumDefnumberArray", "ValueDefWithConditionMarkPropFieldOrDatumDefTypeForShapestringnull", "ValueDefWithConditionStringFieldDefText", "VariableParameter", "Vector10string", "Vector12string", "Vector2DateTime", "Vector2Vector2number", "Vector2boolean", "Vector2number", "Vector2string", "Vector3number", "Vector7string", "ViewBackground", "ViewConfig", "WindowEventType", "WindowFieldDef", "WindowOnlyOp", "WindowTransform", "Root", "VegaLiteSchema", "SchemaBase", "load_schema", ] from typing import Any, Literal, Union, Protocol, Sequence, List from typing import Dict as TypingDict from typing import Generator as TypingGenerator from altair.utils.schemapi import SchemaBase, Undefined, UndefinedType, _subclasses import pkgutil import json def load_schema() -> dict: """Load the json schema associated with this module's functions""" schema_bytes = pkgutil.get_data(__name__, "vega-lite-schema.json") if schema_bytes is None: raise ValueError("Unable to load vega-lite-schema.json") return json.loads(schema_bytes.decode("utf-8")) class _Parameter(Protocol): # This protocol represents a Parameter as defined in api.py # It would be better if we could directly use the Parameter class, # but that would create a circular import. # The protocol does not need to have all the attributes and methods of this # class but the actual api.Parameter just needs to pass a type check # as a core._Parameter. _counter: int def _get_name(cls) -> str: ... def to_dict(self) -> TypingDict[str, Union[str, dict]]: ... def _to_expr(self) -> str: ... class VegaLiteSchema(SchemaBase): _rootschema = load_schema() @classmethod def _default_wrapper_classes(cls) -> TypingGenerator[type, None, None]: return _subclasses(VegaLiteSchema) class Root(VegaLiteSchema): """Root schema wrapper A Vega-Lite top-level specification. This is the root class for all Vega-Lite specifications. (The json schema is generated from this type.) """ _schema = VegaLiteSchema._rootschema def __init__(self, *args, **kwds): super(Root, self).__init__(*args, **kwds) class Aggregate(VegaLiteSchema): """Aggregate schema wrapper""" _schema = {"$ref": "#/definitions/Aggregate"} def __init__(self, *args, **kwds): super(Aggregate, self).__init__(*args, **kwds) class AggregateOp(VegaLiteSchema): """AggregateOp schema wrapper""" _schema = {"$ref": "#/definitions/AggregateOp"} def __init__(self, *args): super(AggregateOp, self).__init__(*args) class AggregatedFieldDef(VegaLiteSchema): """AggregatedFieldDef schema wrapper Parameters ---------- op : :class:`AggregateOp`, Literal['argmax', 'argmin', 'average', 'count', 'distinct', 'max', 'mean', 'median', 'min', 'missing', 'product', 'q1', 'q3', 'ci0', 'ci1', 'stderr', 'stdev', 'stdevp', 'sum', 'valid', 'values', 'variance', 'variancep', 'exponential', 'exponentialb'] The aggregation operation to apply to the fields (e.g., ``"sum"``, ``"average"``, or ``"count"`` ). See the `full list of supported aggregation operations `__ for more information. field : str, :class:`FieldName` The data field for which to compute aggregate function. This is required for all aggregation operations except ``"count"``. as : str, :class:`FieldName` The output field names to use for each aggregated field. """ _schema = {"$ref": "#/definitions/AggregatedFieldDef"} def __init__( self, op: Union[ "SchemaBase", Literal[ "argmax", "argmin", "average", "count", "distinct", "max", "mean", "median", "min", "missing", "product", "q1", "q3", "ci0", "ci1", "stderr", "stdev", "stdevp", "sum", "valid", "values", "variance", "variancep", "exponential", "exponentialb", ], UndefinedType, ] = Undefined, field: Union[str, "SchemaBase", UndefinedType] = Undefined, **kwds, ): super(AggregatedFieldDef, self).__init__(op=op, field=field, **kwds) class Align(VegaLiteSchema): """Align schema wrapper""" _schema = {"$ref": "#/definitions/Align"} def __init__(self, *args): super(Align, self).__init__(*args) class AnyMark(VegaLiteSchema): """AnyMark schema wrapper""" _schema = {"$ref": "#/definitions/AnyMark"} def __init__(self, *args, **kwds): super(AnyMark, self).__init__(*args, **kwds) class AnyMarkConfig(VegaLiteSchema): """AnyMarkConfig schema wrapper""" _schema = {"$ref": "#/definitions/AnyMarkConfig"} def __init__(self, *args, **kwds): super(AnyMarkConfig, self).__init__(*args, **kwds) class AreaConfig(AnyMarkConfig): """AreaConfig schema wrapper Parameters ---------- align : dict, :class:`Align`, :class:`ExprRef`, Literal['left', 'center', 'right'] The horizontal alignment of the text or ranged marks (area, bar, image, rect, rule). One of ``"left"``, ``"right"``, ``"center"``. **Note:** Expression reference is *not* supported for range marks. angle : dict, float, :class:`ExprRef` The rotation angle of the text, in degrees. aria : bool, dict, :class:`ExprRef` A boolean flag indicating if `ARIA attributes `__ should be included (SVG output only). If ``false``, the "aria-hidden" attribute will be set on the output SVG element, removing the mark item from the ARIA accessibility tree. ariaRole : str, dict, :class:`ExprRef` Sets the type of user interface element of the mark item for `ARIA accessibility `__ (SVG output only). If specified, this property determines the "role" attribute. Warning: this property is experimental and may be changed in the future. ariaRoleDescription : str, dict, :class:`ExprRef` A human-readable, author-localized description for the role of the mark item for `ARIA accessibility `__ (SVG output only). If specified, this property determines the "aria-roledescription" attribute. Warning: this property is experimental and may be changed in the future. aspect : bool, dict, :class:`ExprRef` Whether to keep aspect ratio of image marks. baseline : str, dict, :class:`ExprRef`, :class:`Baseline`, :class:`TextBaseline`, Literal['top', 'middle', 'bottom'] For text marks, the vertical text baseline. One of ``"alphabetic"`` (default), ``"top"``, ``"middle"``, ``"bottom"``, ``"line-top"``, ``"line-bottom"``, or an expression reference that provides one of the valid values. The ``"line-top"`` and ``"line-bottom"`` values operate similarly to ``"top"`` and ``"bottom"``, but are calculated relative to the ``lineHeight`` rather than ``fontSize`` alone. For range marks, the vertical alignment of the marks. One of ``"top"``, ``"middle"``, ``"bottom"``. **Note:** Expression reference is *not* supported for range marks. blend : dict, :class:`Blend`, :class:`ExprRef`, Literal[None, 'multiply', 'screen', 'overlay', 'darken', 'lighten', 'color-dodge', 'color-burn', 'hard-light', 'soft-light', 'difference', 'exclusion', 'hue', 'saturation', 'color', 'luminosity'] The color blend mode for drawing an item on its current background. Any valid `CSS mix-blend-mode `__ value can be used. __Default value:__ ``"source-over"`` color : str, dict, :class:`Color`, :class:`ExprRef`, :class:`Gradient`, :class:`HexColor`, :class:`ColorName`, :class:`LinearGradient`, :class:`RadialGradient`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] Default color. **Default value:** :raw-html:`■` ``"#4682b4"`` **Note:** * This property cannot be used in a `style config `__. * The ``fill`` and ``stroke`` properties have higher precedence than ``color`` and will override ``color``. cornerRadius : dict, float, :class:`ExprRef` The radius in pixels of rounded rectangles or arcs' corners. **Default value:** ``0`` cornerRadiusBottomLeft : dict, float, :class:`ExprRef` The radius in pixels of rounded rectangles' bottom left corner. **Default value:** ``0`` cornerRadiusBottomRight : dict, float, :class:`ExprRef` The radius in pixels of rounded rectangles' bottom right corner. **Default value:** ``0`` cornerRadiusTopLeft : dict, float, :class:`ExprRef` The radius in pixels of rounded rectangles' top right corner. **Default value:** ``0`` cornerRadiusTopRight : dict, float, :class:`ExprRef` The radius in pixels of rounded rectangles' top left corner. **Default value:** ``0`` cursor : dict, :class:`Cursor`, :class:`ExprRef`, Literal['auto', 'default', 'none', 'context-menu', 'help', 'pointer', 'progress', 'wait', 'cell', 'crosshair', 'text', 'vertical-text', 'alias', 'copy', 'move', 'no-drop', 'not-allowed', 'e-resize', 'n-resize', 'ne-resize', 'nw-resize', 's-resize', 'se-resize', 'sw-resize', 'w-resize', 'ew-resize', 'ns-resize', 'nesw-resize', 'nwse-resize', 'col-resize', 'row-resize', 'all-scroll', 'zoom-in', 'zoom-out', 'grab', 'grabbing'] The mouse cursor used over the mark. Any valid `CSS cursor type `__ can be used. description : str, dict, :class:`ExprRef` A text description of the mark item for `ARIA accessibility `__ (SVG output only). If specified, this property determines the `"aria-label" attribute `__. dir : dict, :class:`ExprRef`, Literal['ltr', 'rtl'], :class:`TextDirection` The direction of the text. One of ``"ltr"`` (left-to-right) or ``"rtl"`` (right-to-left). This property determines on which side is truncated in response to the limit parameter. **Default value:** ``"ltr"`` dx : dict, float, :class:`ExprRef` The horizontal offset, in pixels, between the text label and its anchor point. The offset is applied after rotation by the *angle* property. dy : dict, float, :class:`ExprRef` The vertical offset, in pixels, between the text label and its anchor point. The offset is applied after rotation by the *angle* property. ellipsis : str, dict, :class:`ExprRef` The ellipsis string for text truncated in response to the limit parameter. **Default value:** ``"…"`` endAngle : dict, float, :class:`ExprRef` The end angle in radians for arc marks. A value of ``0`` indicates up (north), increasing values proceed clockwise. fill : str, dict, None, :class:`Color`, :class:`ExprRef`, :class:`Gradient`, :class:`HexColor`, :class:`ColorName`, :class:`LinearGradient`, :class:`RadialGradient`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] Default fill color. This property has higher precedence than ``config.color``. Set to ``null`` to remove fill. **Default value:** (None) fillOpacity : dict, float, :class:`ExprRef` The fill opacity (value between [0,1]). **Default value:** ``1`` filled : bool Whether the mark's color should be used as fill color instead of stroke color. **Default value:** ``false`` for all ``point``, ``line``, and ``rule`` marks as well as ``geoshape`` marks for `graticule `__ data sources; otherwise, ``true``. **Note:** This property cannot be used in a `style config `__. font : str, dict, :class:`ExprRef` The typeface to set the text in (e.g., ``"Helvetica Neue"`` ). fontSize : dict, float, :class:`ExprRef` The font size, in pixels. **Default value:** ``11`` fontStyle : str, dict, :class:`ExprRef`, :class:`FontStyle` The font style (e.g., ``"italic"`` ). fontWeight : dict, :class:`ExprRef`, :class:`FontWeight`, Literal['normal', 'bold', 'lighter', 'bolder', 100, 200, 300, 400, 500, 600, 700, 800, 900] The font weight. This can be either a string (e.g ``"bold"``, ``"normal"`` ) or a number ( ``100``, ``200``, ``300``, ..., ``900`` where ``"normal"`` = ``400`` and ``"bold"`` = ``700`` ). height : dict, float, :class:`ExprRef` Height of the marks. href : str, dict, :class:`URI`, :class:`ExprRef` A URL to load upon mouse click. If defined, the mark acts as a hyperlink. innerRadius : dict, float, :class:`ExprRef` The inner radius in pixels of arc marks. ``innerRadius`` is an alias for ``radius2``. **Default value:** ``0`` interpolate : dict, :class:`ExprRef`, :class:`Interpolate`, Literal['basis', 'basis-open', 'basis-closed', 'bundle', 'cardinal', 'cardinal-open', 'cardinal-closed', 'catmull-rom', 'linear', 'linear-closed', 'monotone', 'natural', 'step', 'step-before', 'step-after'] The line interpolation method to use for line and area marks. One of the following: * ``"linear"`` : piecewise linear segments, as in a polyline. * ``"linear-closed"`` : close the linear segments to form a polygon. * ``"step"`` : alternate between horizontal and vertical segments, as in a step function. * ``"step-before"`` : alternate between vertical and horizontal segments, as in a step function. * ``"step-after"`` : alternate between horizontal and vertical segments, as in a step function. * ``"basis"`` : a B-spline, with control point duplication on the ends. * ``"basis-open"`` : an open B-spline; may not intersect the start or end. * ``"basis-closed"`` : a closed B-spline, as in a loop. * ``"cardinal"`` : a Cardinal spline, with control point duplication on the ends. * ``"cardinal-open"`` : an open Cardinal spline; may not intersect the start or end, but will intersect other control points. * ``"cardinal-closed"`` : a closed Cardinal spline, as in a loop. * ``"bundle"`` : equivalent to basis, except the tension parameter is used to straighten the spline. * ``"monotone"`` : cubic interpolation that preserves monotonicity in y. invalid : Literal['filter', None] Defines how Vega-Lite should handle marks for invalid values ( ``null`` and ``NaN`` ). * If set to ``"filter"`` (default), all data items with null values will be skipped (for line, trail, and area marks) or filtered (for other marks). * If ``null``, all data items are included. In this case, invalid values will be interpreted as zeroes. limit : dict, float, :class:`ExprRef` The maximum length of the text mark in pixels. The text value will be automatically truncated if the rendered size exceeds the limit. **Default value:** ``0`` -- indicating no limit line : bool, dict, :class:`OverlayMarkDef` A flag for overlaying line on top of area marks, or an object defining the properties of the overlayed lines. If this value is an empty object ( ``{}`` ) or ``true``, lines with default properties will be used. If this value is ``false``, no lines would be automatically added to area marks. **Default value:** ``false``. lineBreak : str, dict, :class:`ExprRef` A delimiter, such as a newline character, upon which to break text strings into multiple lines. This property is ignored if the text is array-valued. lineHeight : dict, float, :class:`ExprRef` The line height in pixels (the spacing between subsequent lines of text) for multi-line text marks. opacity : dict, float, :class:`ExprRef` The overall opacity (value between [0,1]). **Default value:** ``0.7`` for non-aggregate plots with ``point``, ``tick``, ``circle``, or ``square`` marks or layered ``bar`` charts and ``1`` otherwise. order : bool, None For line and trail marks, this ``order`` property can be set to ``null`` or ``false`` to make the lines use the original order in the data sources. orient : :class:`Orientation`, Literal['horizontal', 'vertical'] The orientation of a non-stacked bar, tick, area, and line charts. The value is either horizontal (default) or vertical. * For bar, rule and tick, this determines whether the size of the bar and tick should be applied to x or y dimension. * For area, this property determines the orient property of the Vega output. * For line and trail marks, this property determines the sort order of the points in the line if ``config.sortLineBy`` is not specified. For stacked charts, this is always determined by the orientation of the stack; therefore explicitly specified value will be ignored. outerRadius : dict, float, :class:`ExprRef` The outer radius in pixels of arc marks. ``outerRadius`` is an alias for ``radius``. **Default value:** ``0`` padAngle : dict, float, :class:`ExprRef` The angular padding applied to sides of the arc, in radians. point : str, bool, dict, :class:`OverlayMarkDef` A flag for overlaying points on top of line or area marks, or an object defining the properties of the overlayed points. If this property is ``"transparent"``, transparent points will be used (for enhancing tooltips and selections). If this property is an empty object ( ``{}`` ) or ``true``, filled points with default properties will be used. If this property is ``false``, no points would be automatically added to line or area marks. **Default value:** ``false``. radius : dict, float, :class:`ExprRef` For arc mark, the primary (outer) radius in pixels. For text marks, polar coordinate radial offset, in pixels, of the text from the origin determined by the ``x`` and ``y`` properties. **Default value:** ``min(plot_width, plot_height)/2`` radius2 : dict, float, :class:`ExprRef` The secondary (inner) radius in pixels of arc marks. **Default value:** ``0`` shape : str, dict, :class:`ExprRef`, :class:`SymbolShape` Shape of the point marks. Supported values include: * plotting shapes: ``"circle"``, ``"square"``, ``"cross"``, ``"diamond"``, ``"triangle-up"``, ``"triangle-down"``, ``"triangle-right"``, or ``"triangle-left"``. * the line symbol ``"stroke"`` * centered directional shapes ``"arrow"``, ``"wedge"``, or ``"triangle"`` * a custom `SVG path string `__ (For correct sizing, custom shape paths should be defined within a square bounding box with coordinates ranging from -1 to 1 along both the x and y dimensions.) **Default value:** ``"circle"`` size : dict, float, :class:`ExprRef` Default size for marks. * For ``point`` / ``circle`` / ``square``, this represents the pixel area of the marks. Note that this value sets the area of the symbol; the side lengths will increase with the square root of this value. * For ``bar``, this represents the band size of the bar, in pixels. * For ``text``, this represents the font size, in pixels. **Default value:** * ``30`` for point, circle, square marks; width/height's ``step`` * ``2`` for bar marks with discrete dimensions; * ``5`` for bar marks with continuous dimensions; * ``11`` for text marks. smooth : bool, dict, :class:`ExprRef` A boolean flag (default true) indicating if the image should be smoothed when resized. If false, individual pixels should be scaled directly rather than interpolated with smoothing. For SVG rendering, this option may not work in some browsers due to lack of standardization. startAngle : dict, float, :class:`ExprRef` The start angle in radians for arc marks. A value of ``0`` indicates up (north), increasing values proceed clockwise. stroke : str, dict, None, :class:`Color`, :class:`ExprRef`, :class:`Gradient`, :class:`HexColor`, :class:`ColorName`, :class:`LinearGradient`, :class:`RadialGradient`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] Default stroke color. This property has higher precedence than ``config.color``. Set to ``null`` to remove stroke. **Default value:** (None) strokeCap : dict, :class:`ExprRef`, :class:`StrokeCap`, Literal['butt', 'round', 'square'] The stroke cap for line ending style. One of ``"butt"``, ``"round"``, or ``"square"``. **Default value:** ``"butt"`` strokeDash : dict, Sequence[float], :class:`ExprRef` An array of alternating stroke, space lengths for creating dashed or dotted lines. strokeDashOffset : dict, float, :class:`ExprRef` The offset (in pixels) into which to begin drawing with the stroke dash array. strokeJoin : dict, :class:`ExprRef`, :class:`StrokeJoin`, Literal['miter', 'round', 'bevel'] The stroke line join method. One of ``"miter"``, ``"round"`` or ``"bevel"``. **Default value:** ``"miter"`` strokeMiterLimit : dict, float, :class:`ExprRef` The miter limit at which to bevel a line join. strokeOffset : dict, float, :class:`ExprRef` The offset in pixels at which to draw the group stroke and fill. If unspecified, the default behavior is to dynamically offset stroked groups such that 1 pixel stroke widths align with the pixel grid. strokeOpacity : dict, float, :class:`ExprRef` The stroke opacity (value between [0,1]). **Default value:** ``1`` strokeWidth : dict, float, :class:`ExprRef` The stroke width, in pixels. tension : dict, float, :class:`ExprRef` Depending on the interpolation type, sets the tension parameter (for line and area marks). text : str, dict, :class:`Text`, Sequence[str], :class:`ExprRef` Placeholder text if the ``text`` channel is not specified theta : dict, float, :class:`ExprRef` For arc marks, the arc length in radians if theta2 is not specified, otherwise the start arc angle. (A value of 0 indicates up or “north”, increasing values proceed clockwise.) For text marks, polar coordinate angle in radians. theta2 : dict, float, :class:`ExprRef` The end angle of arc marks in radians. A value of 0 indicates up or “north”, increasing values proceed clockwise. timeUnitBandPosition : float Default relative band position for a time unit. If set to ``0``, the marks will be positioned at the beginning of the time unit band step. If set to ``0.5``, the marks will be positioned in the middle of the time unit band step. timeUnitBandSize : float Default relative band size for a time unit. If set to ``1``, the bandwidth of the marks will be equal to the time unit band step. If set to ``0.5``, bandwidth of the marks will be half of the time unit band step. tooltip : str, bool, dict, None, float, :class:`ExprRef`, :class:`TooltipContent` The tooltip text string to show upon mouse hover or an object defining which fields should the tooltip be derived from. * If ``tooltip`` is ``true`` or ``{"content": "encoding"}``, then all fields from ``encoding`` will be used. * If ``tooltip`` is ``{"content": "data"}``, then all fields that appear in the highlighted data point will be used. * If set to ``null`` or ``false``, then no tooltip will be used. See the `tooltip `__ documentation for a detailed discussion about tooltip in Vega-Lite. **Default value:** ``null`` url : str, dict, :class:`URI`, :class:`ExprRef` The URL of the image file for image marks. width : dict, float, :class:`ExprRef` Width of the marks. x : str, dict, float, :class:`ExprRef` X coordinates of the marks, or width of horizontal ``"bar"`` and ``"area"`` without specified ``x2`` or ``width``. The ``value`` of this channel can be a number or a string ``"width"`` for the width of the plot. x2 : str, dict, float, :class:`ExprRef` X2 coordinates for ranged ``"area"``, ``"bar"``, ``"rect"``, and ``"rule"``. The ``value`` of this channel can be a number or a string ``"width"`` for the width of the plot. y : str, dict, float, :class:`ExprRef` Y coordinates of the marks, or height of vertical ``"bar"`` and ``"area"`` without specified ``y2`` or ``height``. The ``value`` of this channel can be a number or a string ``"height"`` for the height of the plot. y2 : str, dict, float, :class:`ExprRef` Y2 coordinates for ranged ``"area"``, ``"bar"``, ``"rect"``, and ``"rule"``. The ``value`` of this channel can be a number or a string ``"height"`` for the height of the plot. """ _schema = {"$ref": "#/definitions/AreaConfig"} def __init__( self, align: Union[ dict, "_Parameter", "SchemaBase", Literal["left", "center", "right"], UndefinedType, ] = Undefined, angle: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, aria: Union[bool, dict, "_Parameter", "SchemaBase", UndefinedType] = Undefined, ariaRole: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, ariaRoleDescription: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, aspect: Union[ bool, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, baseline: Union[ str, dict, "_Parameter", "SchemaBase", Literal["top", "middle", "bottom"], UndefinedType, ] = Undefined, blend: Union[ dict, "_Parameter", "SchemaBase", Literal[ None, "multiply", "screen", "overlay", "darken", "lighten", "color-dodge", "color-burn", "hard-light", "soft-light", "difference", "exclusion", "hue", "saturation", "color", "luminosity", ], UndefinedType, ] = Undefined, color: Union[ str, dict, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, cornerRadius: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, cornerRadiusBottomLeft: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, cornerRadiusBottomRight: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, cornerRadiusTopLeft: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, cornerRadiusTopRight: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, cursor: Union[ dict, "_Parameter", "SchemaBase", Literal[ "auto", "default", "none", "context-menu", "help", "pointer", "progress", "wait", "cell", "crosshair", "text", "vertical-text", "alias", "copy", "move", "no-drop", "not-allowed", "e-resize", "n-resize", "ne-resize", "nw-resize", "s-resize", "se-resize", "sw-resize", "w-resize", "ew-resize", "ns-resize", "nesw-resize", "nwse-resize", "col-resize", "row-resize", "all-scroll", "zoom-in", "zoom-out", "grab", "grabbing", ], UndefinedType, ] = Undefined, description: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, dir: Union[ dict, "_Parameter", "SchemaBase", Literal["ltr", "rtl"], UndefinedType ] = Undefined, dx: Union[dict, float, "_Parameter", "SchemaBase", UndefinedType] = Undefined, dy: Union[dict, float, "_Parameter", "SchemaBase", UndefinedType] = Undefined, ellipsis: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, endAngle: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, fill: Union[ str, dict, None, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, fillOpacity: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, filled: Union[bool, UndefinedType] = Undefined, font: Union[str, dict, "_Parameter", "SchemaBase", UndefinedType] = Undefined, fontSize: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, fontStyle: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, fontWeight: Union[ dict, "_Parameter", "SchemaBase", Literal[ "normal", "bold", "lighter", "bolder", 100, 200, 300, 400, 500, 600, 700, 800, 900, ], UndefinedType, ] = Undefined, height: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, href: Union[str, dict, "_Parameter", "SchemaBase", UndefinedType] = Undefined, innerRadius: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, interpolate: Union[ dict, "_Parameter", "SchemaBase", Literal[ "basis", "basis-open", "basis-closed", "bundle", "cardinal", "cardinal-open", "cardinal-closed", "catmull-rom", "linear", "linear-closed", "monotone", "natural", "step", "step-before", "step-after", ], UndefinedType, ] = Undefined, invalid: Union[Literal["filter", None], UndefinedType] = Undefined, limit: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, line: Union[bool, dict, "SchemaBase", UndefinedType] = Undefined, lineBreak: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, lineHeight: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, opacity: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, order: Union[bool, None, UndefinedType] = Undefined, orient: Union[ "SchemaBase", Literal["horizontal", "vertical"], UndefinedType ] = Undefined, outerRadius: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, padAngle: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, point: Union[str, bool, dict, "SchemaBase", UndefinedType] = Undefined, radius: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, radius2: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, shape: Union[str, dict, "_Parameter", "SchemaBase", UndefinedType] = Undefined, size: Union[dict, float, "_Parameter", "SchemaBase", UndefinedType] = Undefined, smooth: Union[ bool, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, startAngle: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, stroke: Union[ str, dict, None, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, strokeCap: Union[ dict, "_Parameter", "SchemaBase", Literal["butt", "round", "square"], UndefinedType, ] = Undefined, strokeDash: Union[ dict, "_Parameter", "SchemaBase", Sequence[float], UndefinedType ] = Undefined, strokeDashOffset: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, strokeJoin: Union[ dict, "_Parameter", "SchemaBase", Literal["miter", "round", "bevel"], UndefinedType, ] = Undefined, strokeMiterLimit: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, strokeOffset: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, strokeOpacity: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, strokeWidth: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, tension: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, text: Union[ str, dict, "_Parameter", "SchemaBase", Sequence[str], UndefinedType ] = Undefined, theta: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, theta2: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, timeUnitBandPosition: Union[float, UndefinedType] = Undefined, timeUnitBandSize: Union[float, UndefinedType] = Undefined, tooltip: Union[ str, bool, dict, None, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, url: Union[str, dict, "_Parameter", "SchemaBase", UndefinedType] = Undefined, width: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, x: Union[ str, dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, x2: Union[ str, dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, y: Union[ str, dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, y2: Union[ str, dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, **kwds, ): super(AreaConfig, self).__init__( align=align, angle=angle, aria=aria, ariaRole=ariaRole, ariaRoleDescription=ariaRoleDescription, aspect=aspect, baseline=baseline, blend=blend, color=color, cornerRadius=cornerRadius, cornerRadiusBottomLeft=cornerRadiusBottomLeft, cornerRadiusBottomRight=cornerRadiusBottomRight, cornerRadiusTopLeft=cornerRadiusTopLeft, cornerRadiusTopRight=cornerRadiusTopRight, cursor=cursor, description=description, dir=dir, dx=dx, dy=dy, ellipsis=ellipsis, endAngle=endAngle, fill=fill, fillOpacity=fillOpacity, filled=filled, font=font, fontSize=fontSize, fontStyle=fontStyle, fontWeight=fontWeight, height=height, href=href, innerRadius=innerRadius, interpolate=interpolate, invalid=invalid, limit=limit, line=line, lineBreak=lineBreak, lineHeight=lineHeight, opacity=opacity, order=order, orient=orient, outerRadius=outerRadius, padAngle=padAngle, point=point, radius=radius, radius2=radius2, shape=shape, size=size, smooth=smooth, startAngle=startAngle, stroke=stroke, strokeCap=strokeCap, strokeDash=strokeDash, strokeDashOffset=strokeDashOffset, strokeJoin=strokeJoin, strokeMiterLimit=strokeMiterLimit, strokeOffset=strokeOffset, strokeOpacity=strokeOpacity, strokeWidth=strokeWidth, tension=tension, text=text, theta=theta, theta2=theta2, timeUnitBandPosition=timeUnitBandPosition, timeUnitBandSize=timeUnitBandSize, tooltip=tooltip, url=url, width=width, x=x, x2=x2, y=y, y2=y2, **kwds, ) class ArgmaxDef(Aggregate): """ArgmaxDef schema wrapper Parameters ---------- argmax : str, :class:`FieldName` """ _schema = {"$ref": "#/definitions/ArgmaxDef"} def __init__( self, argmax: Union[str, "SchemaBase", UndefinedType] = Undefined, **kwds ): super(ArgmaxDef, self).__init__(argmax=argmax, **kwds) class ArgminDef(Aggregate): """ArgminDef schema wrapper Parameters ---------- argmin : str, :class:`FieldName` """ _schema = {"$ref": "#/definitions/ArgminDef"} def __init__( self, argmin: Union[str, "SchemaBase", UndefinedType] = Undefined, **kwds ): super(ArgminDef, self).__init__(argmin=argmin, **kwds) class AutoSizeParams(VegaLiteSchema): """AutoSizeParams schema wrapper Parameters ---------- contains : Literal['content', 'padding'] Determines how size calculation should be performed, one of ``"content"`` or ``"padding"``. The default setting ( ``"content"`` ) interprets the width and height settings as the data rectangle (plotting) dimensions, to which padding is then added. In contrast, the ``"padding"`` setting includes the padding within the view size calculations, such that the width and height settings indicate the **total** intended size of the view. **Default value** : ``"content"`` resize : bool A boolean flag indicating if autosize layout should be re-calculated on every view update. **Default value** : ``false`` type : :class:`AutosizeType`, Literal['pad', 'none', 'fit', 'fit-x', 'fit-y'] The sizing format type. One of ``"pad"``, ``"fit"``, ``"fit-x"``, ``"fit-y"``, or ``"none"``. See the `autosize type `__ documentation for descriptions of each. **Default value** : ``"pad"`` """ _schema = {"$ref": "#/definitions/AutoSizeParams"} def __init__( self, contains: Union[Literal["content", "padding"], UndefinedType] = Undefined, resize: Union[bool, UndefinedType] = Undefined, type: Union[ "SchemaBase", Literal["pad", "none", "fit", "fit-x", "fit-y"], UndefinedType ] = Undefined, **kwds, ): super(AutoSizeParams, self).__init__( contains=contains, resize=resize, type=type, **kwds ) class AutosizeType(VegaLiteSchema): """AutosizeType schema wrapper""" _schema = {"$ref": "#/definitions/AutosizeType"} def __init__(self, *args): super(AutosizeType, self).__init__(*args) class Axis(VegaLiteSchema): """Axis schema wrapper Parameters ---------- aria : bool, dict, :class:`ExprRef` A boolean flag indicating if `ARIA attributes `__ should be included (SVG output only). If ``false``, the "aria-hidden" attribute will be set on the output SVG group, removing the axis from the ARIA accessibility tree. **Default value:** ``true`` bandPosition : dict, float, :class:`ExprRef` An interpolation fraction indicating where, for ``band`` scales, axis ticks should be positioned. A value of ``0`` places ticks at the left edge of their bands. A value of ``0.5`` places ticks in the middle of their bands. **Default value:** ``0.5`` description : str, dict, :class:`ExprRef` A text description of this axis for `ARIA accessibility `__ (SVG output only). If the ``aria`` property is true, for SVG output the `"aria-label" attribute `__ will be set to this description. If the description is unspecified it will be automatically generated. domain : bool A boolean flag indicating if the domain (the axis baseline) should be included as part of the axis. **Default value:** ``true`` domainCap : dict, :class:`ExprRef`, :class:`StrokeCap`, Literal['butt', 'round', 'square'] The stroke cap for the domain line's ending style. One of ``"butt"``, ``"round"`` or ``"square"``. **Default value:** ``"butt"`` domainColor : str, dict, None, :class:`Color`, :class:`ExprRef`, :class:`HexColor`, :class:`ColorName`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] Color of axis domain line. **Default value:** ``"gray"``. domainDash : dict, Sequence[float], :class:`ExprRef` An array of alternating [stroke, space] lengths for dashed domain lines. domainDashOffset : dict, float, :class:`ExprRef` The pixel offset at which to start drawing with the domain dash array. domainOpacity : dict, float, :class:`ExprRef` Opacity of the axis domain line. domainWidth : dict, float, :class:`ExprRef` Stroke width of axis domain line **Default value:** ``1`` format : str, dict, :class:`Dict` When used with the default ``"number"`` and ``"time"`` format type, the text formatting pattern for labels of guides (axes, legends, headers) and text marks. * If the format type is ``"number"`` (e.g., for quantitative fields), this is D3's `number format pattern `__. * If the format type is ``"time"`` (e.g., for temporal fields), this is D3's `time format pattern `__. See the `format documentation `__ for more examples. When used with a `custom formatType `__, this value will be passed as ``format`` alongside ``datum.value`` to the registered function. **Default value:** Derived from `numberFormat `__ config for number format and from `timeFormat `__ config for time format. formatType : str The format type for labels. One of ``"number"``, ``"time"``, or a `registered custom format type `__. **Default value:** * ``"time"`` for temporal fields and ordinal and nominal fields with ``timeUnit``. * ``"number"`` for quantitative fields as well as ordinal and nominal fields without ``timeUnit``. grid : bool A boolean flag indicating if grid lines should be included as part of the axis **Default value:** ``true`` for `continuous scales `__ that are not binned; otherwise, ``false``. gridCap : dict, :class:`ExprRef`, :class:`StrokeCap`, Literal['butt', 'round', 'square'] The stroke cap for grid lines' ending style. One of ``"butt"``, ``"round"`` or ``"square"``. **Default value:** ``"butt"`` gridColor : str, dict, None, :class:`Color`, :class:`ExprRef`, :class:`HexColor`, :class:`ColorName`, :class:`ConditionalAxisColor`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] Color of gridlines. **Default value:** ``"lightGray"``. gridDash : dict, Sequence[float], :class:`ExprRef`, :class:`ConditionalAxisNumberArray` An array of alternating [stroke, space] lengths for dashed grid lines. gridDashOffset : dict, float, :class:`ExprRef`, :class:`ConditionalAxisNumber` The pixel offset at which to start drawing with the grid dash array. gridOpacity : dict, float, :class:`ExprRef`, :class:`ConditionalAxisNumber` The stroke opacity of grid (value between [0,1]) **Default value:** ``1`` gridWidth : dict, float, :class:`ExprRef`, :class:`ConditionalAxisNumber` The grid width, in pixels. **Default value:** ``1`` labelAlign : dict, :class:`Align`, :class:`ExprRef`, :class:`ConditionalAxisLabelAlign`, Literal['left', 'center', 'right'] Horizontal text alignment of axis tick labels, overriding the default setting for the current axis orientation. labelAngle : dict, float, :class:`ExprRef` The rotation angle of the axis labels. **Default value:** ``-90`` for nominal and ordinal fields; ``0`` otherwise. labelBaseline : str, dict, :class:`ExprRef`, :class:`Baseline`, :class:`TextBaseline`, Literal['top', 'middle', 'bottom'], :class:`ConditionalAxisLabelBaseline` Vertical text baseline of axis tick labels, overriding the default setting for the current axis orientation. One of ``"alphabetic"`` (default), ``"top"``, ``"middle"``, ``"bottom"``, ``"line-top"``, or ``"line-bottom"``. The ``"line-top"`` and ``"line-bottom"`` values operate similarly to ``"top"`` and ``"bottom"``, but are calculated relative to the *lineHeight* rather than *fontSize* alone. labelBound : bool, dict, float, :class:`ExprRef` Indicates if labels should be hidden if they exceed the axis range. If ``false`` (the default) no bounds overlap analysis is performed. If ``true``, labels will be hidden if they exceed the axis range by more than 1 pixel. If this property is a number, it specifies the pixel tolerance: the maximum amount by which a label bounding box may exceed the axis range. **Default value:** ``false``. labelColor : str, dict, None, :class:`Color`, :class:`ExprRef`, :class:`HexColor`, :class:`ColorName`, :class:`ConditionalAxisColor`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] The color of the tick label, can be in hex color code or regular color name. labelExpr : str `Vega expression `__ for customizing labels. **Note:** The label text and value can be assessed via the ``label`` and ``value`` properties of the axis's backing ``datum`` object. labelFlush : bool, float Indicates if the first and last axis labels should be aligned flush with the scale range. Flush alignment for a horizontal axis will left-align the first label and right-align the last label. For vertical axes, bottom and top text baselines are applied instead. If this property is a number, it also indicates the number of pixels by which to offset the first and last labels; for example, a value of 2 will flush-align the first and last labels and also push them 2 pixels outward from the center of the axis. The additional adjustment can sometimes help the labels better visually group with corresponding axis ticks. **Default value:** ``true`` for axis of a continuous x-scale. Otherwise, ``false``. labelFlushOffset : dict, float, :class:`ExprRef` Indicates the number of pixels by which to offset flush-adjusted labels. For example, a value of ``2`` will push flush-adjusted labels 2 pixels outward from the center of the axis. Offsets can help the labels better visually group with corresponding axis ticks. **Default value:** ``0``. labelFont : str, dict, :class:`ExprRef`, :class:`ConditionalAxisString` The font of the tick label. labelFontSize : dict, float, :class:`ExprRef`, :class:`ConditionalAxisNumber` The font size of the label, in pixels. labelFontStyle : str, dict, :class:`ExprRef`, :class:`FontStyle`, :class:`ConditionalAxisLabelFontStyle` Font style of the title. labelFontWeight : dict, :class:`ExprRef`, :class:`FontWeight`, :class:`ConditionalAxisLabelFontWeight`, Literal['normal', 'bold', 'lighter', 'bolder', 100, 200, 300, 400, 500, 600, 700, 800, 900] Font weight of axis tick labels. labelLimit : dict, float, :class:`ExprRef` Maximum allowed pixel width of axis tick labels. **Default value:** ``180`` labelLineHeight : dict, float, :class:`ExprRef` Line height in pixels for multi-line label text or label text with ``"line-top"`` or ``"line-bottom"`` baseline. labelOffset : dict, float, :class:`ExprRef`, :class:`ConditionalAxisNumber` Position offset in pixels to apply to labels, in addition to tickOffset. **Default value:** ``0`` labelOpacity : dict, float, :class:`ExprRef`, :class:`ConditionalAxisNumber` The opacity of the labels. labelOverlap : str, bool, dict, :class:`ExprRef`, :class:`LabelOverlap` The strategy to use for resolving overlap of axis labels. If ``false`` (the default), no overlap reduction is attempted. If set to ``true`` or ``"parity"``, a strategy of removing every other label is used (this works well for standard linear axes). If set to ``"greedy"``, a linear scan of the labels is performed, removing any labels that overlaps with the last visible label (this often works better for log-scaled axes). **Default value:** ``true`` for non-nominal fields with non-log scales; ``"greedy"`` for log scales; otherwise ``false``. labelPadding : dict, float, :class:`ExprRef`, :class:`ConditionalAxisNumber` The padding in pixels between labels and ticks. **Default value:** ``2`` labelSeparation : dict, float, :class:`ExprRef` The minimum separation that must be between label bounding boxes for them to be considered non-overlapping (default ``0`` ). This property is ignored if *labelOverlap* resolution is not enabled. labels : bool A boolean flag indicating if labels should be included as part of the axis. **Default value:** ``true``. maxExtent : dict, float, :class:`ExprRef` The maximum extent in pixels that axis ticks and labels should use. This determines a maximum offset value for axis titles. **Default value:** ``undefined``. minExtent : dict, float, :class:`ExprRef` The minimum extent in pixels that axis ticks and labels should use. This determines a minimum offset value for axis titles. **Default value:** ``30`` for y-axis; ``undefined`` for x-axis. offset : dict, float, :class:`ExprRef` The offset, in pixels, by which to displace the axis from the edge of the enclosing group or data rectangle. **Default value:** derived from the `axis config `__ 's ``offset`` ( ``0`` by default) orient : dict, :class:`ExprRef`, :class:`AxisOrient`, Literal['top', 'bottom', 'left', 'right'] The orientation of the axis. One of ``"top"``, ``"bottom"``, ``"left"`` or ``"right"``. The orientation can be used to further specialize the axis type (e.g., a y-axis oriented towards the right edge of the chart). **Default value:** ``"bottom"`` for x-axes and ``"left"`` for y-axes. position : dict, float, :class:`ExprRef` The anchor position of the axis in pixels. For x-axes with top or bottom orientation, this sets the axis group x coordinate. For y-axes with left or right orientation, this sets the axis group y coordinate. **Default value** : ``0`` style : str, Sequence[str] A string or array of strings indicating the name of custom styles to apply to the axis. A style is a named collection of axis property defined within the `style configuration `__. If style is an array, later styles will override earlier styles. **Default value:** (none) **Note:** Any specified style will augment the default style. For example, an x-axis mark with ``"style": "foo"`` will use ``config.axisX`` and ``config.style.foo`` (the specified style ``"foo"`` has higher precedence). tickBand : dict, :class:`ExprRef`, Literal['center', 'extent'] For band scales, indicates if ticks and grid lines should be placed at the ``"center"`` of a band (default) or at the band ``"extent"`` s to indicate intervals tickCap : dict, :class:`ExprRef`, :class:`StrokeCap`, Literal['butt', 'round', 'square'] The stroke cap for the tick lines' ending style. One of ``"butt"``, ``"round"`` or ``"square"``. **Default value:** ``"butt"`` tickColor : str, dict, None, :class:`Color`, :class:`ExprRef`, :class:`HexColor`, :class:`ColorName`, :class:`ConditionalAxisColor`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] The color of the axis's tick. **Default value:** ``"gray"`` tickCount : dict, float, :class:`ExprRef`, :class:`TimeInterval`, :class:`TimeIntervalStep`, Literal['millisecond', 'second', 'minute', 'hour', 'day', 'week', 'month', 'year'] A desired number of ticks, for axes visualizing quantitative scales. The resulting number may be different so that values are "nice" (multiples of 2, 5, 10) and lie within the underlying scale's range. For scales of type ``"time"`` or ``"utc"``, the tick count can instead be a time interval specifier. Legal string values are ``"millisecond"``, ``"second"``, ``"minute"``, ``"hour"``, ``"day"``, ``"week"``, ``"month"``, and ``"year"``. Alternatively, an object-valued interval specifier of the form ``{"interval": "month", "step": 3}`` includes a desired number of interval steps. Here, ticks are generated for each quarter (Jan, Apr, Jul, Oct) boundary. **Default value** : Determine using a formula ``ceil(width/40)`` for x and ``ceil(height/40)`` for y. tickDash : dict, Sequence[float], :class:`ExprRef`, :class:`ConditionalAxisNumberArray` An array of alternating [stroke, space] lengths for dashed tick mark lines. tickDashOffset : dict, float, :class:`ExprRef`, :class:`ConditionalAxisNumber` The pixel offset at which to start drawing with the tick mark dash array. tickExtra : bool Boolean flag indicating if an extra axis tick should be added for the initial position of the axis. This flag is useful for styling axes for ``band`` scales such that ticks are placed on band boundaries rather in the middle of a band. Use in conjunction with ``"bandPosition": 1`` and an axis ``"padding"`` value of ``0``. tickMinStep : dict, float, :class:`ExprRef` The minimum desired step between axis ticks, in terms of scale domain values. For example, a value of ``1`` indicates that ticks should not be less than 1 unit apart. If ``tickMinStep`` is specified, the ``tickCount`` value will be adjusted, if necessary, to enforce the minimum step value. tickOffset : dict, float, :class:`ExprRef` Position offset in pixels to apply to ticks, labels, and gridlines. tickOpacity : dict, float, :class:`ExprRef`, :class:`ConditionalAxisNumber` Opacity of the ticks. tickRound : bool Boolean flag indicating if pixel position values should be rounded to the nearest integer. **Default value:** ``true`` tickSize : dict, float, :class:`ExprRef`, :class:`ConditionalAxisNumber` The size in pixels of axis ticks. **Default value:** ``5`` tickWidth : dict, float, :class:`ExprRef`, :class:`ConditionalAxisNumber` The width, in pixels, of ticks. **Default value:** ``1`` ticks : bool Boolean value that determines whether the axis should include ticks. **Default value:** ``true`` title : str, None, :class:`Text`, Sequence[str] A title for the field. If ``null``, the title will be removed. **Default value:** derived from the field's name and transformation function ( ``aggregate``, ``bin`` and ``timeUnit`` ). If the field has an aggregate function, the function is displayed as part of the title (e.g., ``"Sum of Profit"`` ). If the field is binned or has a time unit applied, the applied function is shown in parentheses (e.g., ``"Profit (binned)"``, ``"Transaction Date (year-month)"`` ). Otherwise, the title is simply the field name. **Notes** : 1) You can customize the default field title format by providing the `fieldTitle `__ property in the `config `__ or `fieldTitle function via the compile function's options `__. 2) If both field definition's ``title`` and axis, header, or legend ``title`` are defined, axis/header/legend title will be used. titleAlign : dict, :class:`Align`, :class:`ExprRef`, Literal['left', 'center', 'right'] Horizontal text alignment of axis titles. titleAnchor : dict, :class:`ExprRef`, :class:`TitleAnchor`, Literal[None, 'start', 'middle', 'end'] Text anchor position for placing axis titles. titleAngle : dict, float, :class:`ExprRef` Angle in degrees of axis titles. titleBaseline : str, dict, :class:`ExprRef`, :class:`Baseline`, :class:`TextBaseline`, Literal['top', 'middle', 'bottom'] Vertical text baseline for axis titles. One of ``"alphabetic"`` (default), ``"top"``, ``"middle"``, ``"bottom"``, ``"line-top"``, or ``"line-bottom"``. The ``"line-top"`` and ``"line-bottom"`` values operate similarly to ``"top"`` and ``"bottom"``, but are calculated relative to the *lineHeight* rather than *fontSize* alone. titleColor : str, dict, None, :class:`Color`, :class:`ExprRef`, :class:`HexColor`, :class:`ColorName`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] Color of the title, can be in hex color code or regular color name. titleFont : str, dict, :class:`ExprRef` Font of the title. (e.g., ``"Helvetica Neue"`` ). titleFontSize : dict, float, :class:`ExprRef` Font size of the title. titleFontStyle : str, dict, :class:`ExprRef`, :class:`FontStyle` Font style of the title. titleFontWeight : dict, :class:`ExprRef`, :class:`FontWeight`, Literal['normal', 'bold', 'lighter', 'bolder', 100, 200, 300, 400, 500, 600, 700, 800, 900] Font weight of the title. This can be either a string (e.g ``"bold"``, ``"normal"`` ) or a number ( ``100``, ``200``, ``300``, ..., ``900`` where ``"normal"`` = ``400`` and ``"bold"`` = ``700`` ). titleLimit : dict, float, :class:`ExprRef` Maximum allowed pixel width of axis titles. titleLineHeight : dict, float, :class:`ExprRef` Line height in pixels for multi-line title text or title text with ``"line-top"`` or ``"line-bottom"`` baseline. titleOpacity : dict, float, :class:`ExprRef` Opacity of the axis title. titlePadding : dict, float, :class:`ExprRef` The padding, in pixels, between title and axis. titleX : dict, float, :class:`ExprRef` X-coordinate of the axis title relative to the axis group. titleY : dict, float, :class:`ExprRef` Y-coordinate of the axis title relative to the axis group. translate : dict, float, :class:`ExprRef` Coordinate space translation offset for axis layout. By default, axes are translated by a 0.5 pixel offset for both the x and y coordinates in order to align stroked lines with the pixel grid. However, for vector graphics output these pixel-specific adjustments may be undesirable, in which case translate can be changed (for example, to zero). **Default value:** ``0.5`` values : dict, Sequence[str], Sequence[bool], Sequence[float], :class:`ExprRef`, Sequence[dict, :class:`DateTime`] Explicitly set the visible axis tick values. zindex : float A non-negative integer indicating the z-index of the axis. If zindex is 0, axes should be drawn behind all chart elements. To put them in front, set ``zindex`` to ``1`` or more. **Default value:** ``0`` (behind the marks). """ _schema = {"$ref": "#/definitions/Axis"} def __init__( self, aria: Union[bool, dict, "_Parameter", "SchemaBase", UndefinedType] = Undefined, bandPosition: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, description: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, domain: Union[bool, UndefinedType] = Undefined, domainCap: Union[ dict, "_Parameter", "SchemaBase", Literal["butt", "round", "square"], UndefinedType, ] = Undefined, domainColor: Union[ str, dict, None, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, domainDash: Union[ dict, "_Parameter", "SchemaBase", Sequence[float], UndefinedType ] = Undefined, domainDashOffset: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, domainOpacity: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, domainWidth: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, format: Union[str, dict, "SchemaBase", UndefinedType] = Undefined, formatType: Union[str, UndefinedType] = Undefined, grid: Union[bool, UndefinedType] = Undefined, gridCap: Union[ dict, "_Parameter", "SchemaBase", Literal["butt", "round", "square"], UndefinedType, ] = Undefined, gridColor: Union[ str, dict, None, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, gridDash: Union[ dict, "_Parameter", "SchemaBase", Sequence[float], UndefinedType ] = Undefined, gridDashOffset: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, gridOpacity: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, gridWidth: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, labelAlign: Union[ dict, "_Parameter", "SchemaBase", Literal["left", "center", "right"], UndefinedType, ] = Undefined, labelAngle: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, labelBaseline: Union[ str, dict, "_Parameter", "SchemaBase", Literal["top", "middle", "bottom"], UndefinedType, ] = Undefined, labelBound: Union[ bool, dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, labelColor: Union[ str, dict, None, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, labelExpr: Union[str, UndefinedType] = Undefined, labelFlush: Union[bool, float, UndefinedType] = Undefined, labelFlushOffset: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, labelFont: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, labelFontSize: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, labelFontStyle: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, labelFontWeight: Union[ dict, "_Parameter", "SchemaBase", Literal[ "normal", "bold", "lighter", "bolder", 100, 200, 300, 400, 500, 600, 700, 800, 900, ], UndefinedType, ] = Undefined, labelLimit: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, labelLineHeight: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, labelOffset: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, labelOpacity: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, labelOverlap: Union[ str, bool, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, labelPadding: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, labelSeparation: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, labels: Union[bool, UndefinedType] = Undefined, maxExtent: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, minExtent: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, offset: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, orient: Union[ dict, "_Parameter", "SchemaBase", Literal["top", "bottom", "left", "right"], UndefinedType, ] = Undefined, position: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, style: Union[str, Sequence[str], UndefinedType] = Undefined, tickBand: Union[ dict, "_Parameter", "SchemaBase", Literal["center", "extent"], UndefinedType ] = Undefined, tickCap: Union[ dict, "_Parameter", "SchemaBase", Literal["butt", "round", "square"], UndefinedType, ] = Undefined, tickColor: Union[ str, dict, None, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, tickCount: Union[ dict, float, "_Parameter", "SchemaBase", Literal[ "millisecond", "second", "minute", "hour", "day", "week", "month", "year", ], UndefinedType, ] = Undefined, tickDash: Union[ dict, "_Parameter", "SchemaBase", Sequence[float], UndefinedType ] = Undefined, tickDashOffset: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, tickExtra: Union[bool, UndefinedType] = Undefined, tickMinStep: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, tickOffset: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, tickOpacity: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, tickRound: Union[bool, UndefinedType] = Undefined, tickSize: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, tickWidth: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, ticks: Union[bool, UndefinedType] = Undefined, title: Union[str, None, "SchemaBase", Sequence[str], UndefinedType] = Undefined, titleAlign: Union[ dict, "_Parameter", "SchemaBase", Literal["left", "center", "right"], UndefinedType, ] = Undefined, titleAnchor: Union[ dict, "_Parameter", "SchemaBase", Literal[None, "start", "middle", "end"], UndefinedType, ] = Undefined, titleAngle: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, titleBaseline: Union[ str, dict, "_Parameter", "SchemaBase", Literal["top", "middle", "bottom"], UndefinedType, ] = Undefined, titleColor: Union[ str, dict, None, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, titleFont: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, titleFontSize: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, titleFontStyle: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, titleFontWeight: Union[ dict, "_Parameter", "SchemaBase", Literal[ "normal", "bold", "lighter", "bolder", 100, 200, 300, 400, 500, 600, 700, 800, 900, ], UndefinedType, ] = Undefined, titleLimit: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, titleLineHeight: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, titleOpacity: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, titlePadding: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, titleX: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, titleY: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, translate: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, values: Union[ dict, "_Parameter", "SchemaBase", Sequence[str], Sequence[bool], Sequence[float], Sequence[Union[dict, "SchemaBase"]], UndefinedType, ] = Undefined, zindex: Union[float, UndefinedType] = Undefined, **kwds, ): super(Axis, self).__init__( aria=aria, bandPosition=bandPosition, description=description, domain=domain, domainCap=domainCap, domainColor=domainColor, domainDash=domainDash, domainDashOffset=domainDashOffset, domainOpacity=domainOpacity, domainWidth=domainWidth, format=format, formatType=formatType, grid=grid, gridCap=gridCap, gridColor=gridColor, gridDash=gridDash, gridDashOffset=gridDashOffset, gridOpacity=gridOpacity, gridWidth=gridWidth, labelAlign=labelAlign, labelAngle=labelAngle, labelBaseline=labelBaseline, labelBound=labelBound, labelColor=labelColor, labelExpr=labelExpr, labelFlush=labelFlush, labelFlushOffset=labelFlushOffset, labelFont=labelFont, labelFontSize=labelFontSize, labelFontStyle=labelFontStyle, labelFontWeight=labelFontWeight, labelLimit=labelLimit, labelLineHeight=labelLineHeight, labelOffset=labelOffset, labelOpacity=labelOpacity, labelOverlap=labelOverlap, labelPadding=labelPadding, labelSeparation=labelSeparation, labels=labels, maxExtent=maxExtent, minExtent=minExtent, offset=offset, orient=orient, position=position, style=style, tickBand=tickBand, tickCap=tickCap, tickColor=tickColor, tickCount=tickCount, tickDash=tickDash, tickDashOffset=tickDashOffset, tickExtra=tickExtra, tickMinStep=tickMinStep, tickOffset=tickOffset, tickOpacity=tickOpacity, tickRound=tickRound, tickSize=tickSize, tickWidth=tickWidth, ticks=ticks, title=title, titleAlign=titleAlign, titleAnchor=titleAnchor, titleAngle=titleAngle, titleBaseline=titleBaseline, titleColor=titleColor, titleFont=titleFont, titleFontSize=titleFontSize, titleFontStyle=titleFontStyle, titleFontWeight=titleFontWeight, titleLimit=titleLimit, titleLineHeight=titleLineHeight, titleOpacity=titleOpacity, titlePadding=titlePadding, titleX=titleX, titleY=titleY, translate=translate, values=values, zindex=zindex, **kwds, ) class AxisConfig(VegaLiteSchema): """AxisConfig schema wrapper Parameters ---------- aria : bool, dict, :class:`ExprRef` A boolean flag indicating if `ARIA attributes `__ should be included (SVG output only). If ``false``, the "aria-hidden" attribute will be set on the output SVG group, removing the axis from the ARIA accessibility tree. **Default value:** ``true`` bandPosition : dict, float, :class:`ExprRef` An interpolation fraction indicating where, for ``band`` scales, axis ticks should be positioned. A value of ``0`` places ticks at the left edge of their bands. A value of ``0.5`` places ticks in the middle of their bands. **Default value:** ``0.5`` description : str, dict, :class:`ExprRef` A text description of this axis for `ARIA accessibility `__ (SVG output only). If the ``aria`` property is true, for SVG output the `"aria-label" attribute `__ will be set to this description. If the description is unspecified it will be automatically generated. disable : bool Disable axis by default. domain : bool A boolean flag indicating if the domain (the axis baseline) should be included as part of the axis. **Default value:** ``true`` domainCap : dict, :class:`ExprRef`, :class:`StrokeCap`, Literal['butt', 'round', 'square'] The stroke cap for the domain line's ending style. One of ``"butt"``, ``"round"`` or ``"square"``. **Default value:** ``"butt"`` domainColor : str, dict, None, :class:`Color`, :class:`ExprRef`, :class:`HexColor`, :class:`ColorName`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] Color of axis domain line. **Default value:** ``"gray"``. domainDash : dict, Sequence[float], :class:`ExprRef` An array of alternating [stroke, space] lengths for dashed domain lines. domainDashOffset : dict, float, :class:`ExprRef` The pixel offset at which to start drawing with the domain dash array. domainOpacity : dict, float, :class:`ExprRef` Opacity of the axis domain line. domainWidth : dict, float, :class:`ExprRef` Stroke width of axis domain line **Default value:** ``1`` format : str, dict, :class:`Dict` When used with the default ``"number"`` and ``"time"`` format type, the text formatting pattern for labels of guides (axes, legends, headers) and text marks. * If the format type is ``"number"`` (e.g., for quantitative fields), this is D3's `number format pattern `__. * If the format type is ``"time"`` (e.g., for temporal fields), this is D3's `time format pattern `__. See the `format documentation `__ for more examples. When used with a `custom formatType `__, this value will be passed as ``format`` alongside ``datum.value`` to the registered function. **Default value:** Derived from `numberFormat `__ config for number format and from `timeFormat `__ config for time format. formatType : str The format type for labels. One of ``"number"``, ``"time"``, or a `registered custom format type `__. **Default value:** * ``"time"`` for temporal fields and ordinal and nominal fields with ``timeUnit``. * ``"number"`` for quantitative fields as well as ordinal and nominal fields without ``timeUnit``. grid : bool A boolean flag indicating if grid lines should be included as part of the axis **Default value:** ``true`` for `continuous scales `__ that are not binned; otherwise, ``false``. gridCap : dict, :class:`ExprRef`, :class:`StrokeCap`, Literal['butt', 'round', 'square'] The stroke cap for grid lines' ending style. One of ``"butt"``, ``"round"`` or ``"square"``. **Default value:** ``"butt"`` gridColor : str, dict, None, :class:`Color`, :class:`ExprRef`, :class:`HexColor`, :class:`ColorName`, :class:`ConditionalAxisColor`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] Color of gridlines. **Default value:** ``"lightGray"``. gridDash : dict, Sequence[float], :class:`ExprRef`, :class:`ConditionalAxisNumberArray` An array of alternating [stroke, space] lengths for dashed grid lines. gridDashOffset : dict, float, :class:`ExprRef`, :class:`ConditionalAxisNumber` The pixel offset at which to start drawing with the grid dash array. gridOpacity : dict, float, :class:`ExprRef`, :class:`ConditionalAxisNumber` The stroke opacity of grid (value between [0,1]) **Default value:** ``1`` gridWidth : dict, float, :class:`ExprRef`, :class:`ConditionalAxisNumber` The grid width, in pixels. **Default value:** ``1`` labelAlign : dict, :class:`Align`, :class:`ExprRef`, :class:`ConditionalAxisLabelAlign`, Literal['left', 'center', 'right'] Horizontal text alignment of axis tick labels, overriding the default setting for the current axis orientation. labelAngle : dict, float, :class:`ExprRef` The rotation angle of the axis labels. **Default value:** ``-90`` for nominal and ordinal fields; ``0`` otherwise. labelBaseline : str, dict, :class:`ExprRef`, :class:`Baseline`, :class:`TextBaseline`, Literal['top', 'middle', 'bottom'], :class:`ConditionalAxisLabelBaseline` Vertical text baseline of axis tick labels, overriding the default setting for the current axis orientation. One of ``"alphabetic"`` (default), ``"top"``, ``"middle"``, ``"bottom"``, ``"line-top"``, or ``"line-bottom"``. The ``"line-top"`` and ``"line-bottom"`` values operate similarly to ``"top"`` and ``"bottom"``, but are calculated relative to the *lineHeight* rather than *fontSize* alone. labelBound : bool, dict, float, :class:`ExprRef` Indicates if labels should be hidden if they exceed the axis range. If ``false`` (the default) no bounds overlap analysis is performed. If ``true``, labels will be hidden if they exceed the axis range by more than 1 pixel. If this property is a number, it specifies the pixel tolerance: the maximum amount by which a label bounding box may exceed the axis range. **Default value:** ``false``. labelColor : str, dict, None, :class:`Color`, :class:`ExprRef`, :class:`HexColor`, :class:`ColorName`, :class:`ConditionalAxisColor`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] The color of the tick label, can be in hex color code or regular color name. labelExpr : str `Vega expression `__ for customizing labels. **Note:** The label text and value can be assessed via the ``label`` and ``value`` properties of the axis's backing ``datum`` object. labelFlush : bool, float Indicates if the first and last axis labels should be aligned flush with the scale range. Flush alignment for a horizontal axis will left-align the first label and right-align the last label. For vertical axes, bottom and top text baselines are applied instead. If this property is a number, it also indicates the number of pixels by which to offset the first and last labels; for example, a value of 2 will flush-align the first and last labels and also push them 2 pixels outward from the center of the axis. The additional adjustment can sometimes help the labels better visually group with corresponding axis ticks. **Default value:** ``true`` for axis of a continuous x-scale. Otherwise, ``false``. labelFlushOffset : dict, float, :class:`ExprRef` Indicates the number of pixels by which to offset flush-adjusted labels. For example, a value of ``2`` will push flush-adjusted labels 2 pixels outward from the center of the axis. Offsets can help the labels better visually group with corresponding axis ticks. **Default value:** ``0``. labelFont : str, dict, :class:`ExprRef`, :class:`ConditionalAxisString` The font of the tick label. labelFontSize : dict, float, :class:`ExprRef`, :class:`ConditionalAxisNumber` The font size of the label, in pixels. labelFontStyle : str, dict, :class:`ExprRef`, :class:`FontStyle`, :class:`ConditionalAxisLabelFontStyle` Font style of the title. labelFontWeight : dict, :class:`ExprRef`, :class:`FontWeight`, :class:`ConditionalAxisLabelFontWeight`, Literal['normal', 'bold', 'lighter', 'bolder', 100, 200, 300, 400, 500, 600, 700, 800, 900] Font weight of axis tick labels. labelLimit : dict, float, :class:`ExprRef` Maximum allowed pixel width of axis tick labels. **Default value:** ``180`` labelLineHeight : dict, float, :class:`ExprRef` Line height in pixels for multi-line label text or label text with ``"line-top"`` or ``"line-bottom"`` baseline. labelOffset : dict, float, :class:`ExprRef`, :class:`ConditionalAxisNumber` Position offset in pixels to apply to labels, in addition to tickOffset. **Default value:** ``0`` labelOpacity : dict, float, :class:`ExprRef`, :class:`ConditionalAxisNumber` The opacity of the labels. labelOverlap : str, bool, dict, :class:`ExprRef`, :class:`LabelOverlap` The strategy to use for resolving overlap of axis labels. If ``false`` (the default), no overlap reduction is attempted. If set to ``true`` or ``"parity"``, a strategy of removing every other label is used (this works well for standard linear axes). If set to ``"greedy"``, a linear scan of the labels is performed, removing any labels that overlaps with the last visible label (this often works better for log-scaled axes). **Default value:** ``true`` for non-nominal fields with non-log scales; ``"greedy"`` for log scales; otherwise ``false``. labelPadding : dict, float, :class:`ExprRef`, :class:`ConditionalAxisNumber` The padding in pixels between labels and ticks. **Default value:** ``2`` labelSeparation : dict, float, :class:`ExprRef` The minimum separation that must be between label bounding boxes for them to be considered non-overlapping (default ``0`` ). This property is ignored if *labelOverlap* resolution is not enabled. labels : bool A boolean flag indicating if labels should be included as part of the axis. **Default value:** ``true``. maxExtent : dict, float, :class:`ExprRef` The maximum extent in pixels that axis ticks and labels should use. This determines a maximum offset value for axis titles. **Default value:** ``undefined``. minExtent : dict, float, :class:`ExprRef` The minimum extent in pixels that axis ticks and labels should use. This determines a minimum offset value for axis titles. **Default value:** ``30`` for y-axis; ``undefined`` for x-axis. offset : dict, float, :class:`ExprRef` The offset, in pixels, by which to displace the axis from the edge of the enclosing group or data rectangle. **Default value:** derived from the `axis config `__ 's ``offset`` ( ``0`` by default) orient : dict, :class:`ExprRef`, :class:`AxisOrient`, Literal['top', 'bottom', 'left', 'right'] The orientation of the axis. One of ``"top"``, ``"bottom"``, ``"left"`` or ``"right"``. The orientation can be used to further specialize the axis type (e.g., a y-axis oriented towards the right edge of the chart). **Default value:** ``"bottom"`` for x-axes and ``"left"`` for y-axes. position : dict, float, :class:`ExprRef` The anchor position of the axis in pixels. For x-axes with top or bottom orientation, this sets the axis group x coordinate. For y-axes with left or right orientation, this sets the axis group y coordinate. **Default value** : ``0`` style : str, Sequence[str] A string or array of strings indicating the name of custom styles to apply to the axis. A style is a named collection of axis property defined within the `style configuration `__. If style is an array, later styles will override earlier styles. **Default value:** (none) **Note:** Any specified style will augment the default style. For example, an x-axis mark with ``"style": "foo"`` will use ``config.axisX`` and ``config.style.foo`` (the specified style ``"foo"`` has higher precedence). tickBand : dict, :class:`ExprRef`, Literal['center', 'extent'] For band scales, indicates if ticks and grid lines should be placed at the ``"center"`` of a band (default) or at the band ``"extent"`` s to indicate intervals tickCap : dict, :class:`ExprRef`, :class:`StrokeCap`, Literal['butt', 'round', 'square'] The stroke cap for the tick lines' ending style. One of ``"butt"``, ``"round"`` or ``"square"``. **Default value:** ``"butt"`` tickColor : str, dict, None, :class:`Color`, :class:`ExprRef`, :class:`HexColor`, :class:`ColorName`, :class:`ConditionalAxisColor`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] The color of the axis's tick. **Default value:** ``"gray"`` tickCount : dict, float, :class:`ExprRef`, :class:`TimeInterval`, :class:`TimeIntervalStep`, Literal['millisecond', 'second', 'minute', 'hour', 'day', 'week', 'month', 'year'] A desired number of ticks, for axes visualizing quantitative scales. The resulting number may be different so that values are "nice" (multiples of 2, 5, 10) and lie within the underlying scale's range. For scales of type ``"time"`` or ``"utc"``, the tick count can instead be a time interval specifier. Legal string values are ``"millisecond"``, ``"second"``, ``"minute"``, ``"hour"``, ``"day"``, ``"week"``, ``"month"``, and ``"year"``. Alternatively, an object-valued interval specifier of the form ``{"interval": "month", "step": 3}`` includes a desired number of interval steps. Here, ticks are generated for each quarter (Jan, Apr, Jul, Oct) boundary. **Default value** : Determine using a formula ``ceil(width/40)`` for x and ``ceil(height/40)`` for y. tickDash : dict, Sequence[float], :class:`ExprRef`, :class:`ConditionalAxisNumberArray` An array of alternating [stroke, space] lengths for dashed tick mark lines. tickDashOffset : dict, float, :class:`ExprRef`, :class:`ConditionalAxisNumber` The pixel offset at which to start drawing with the tick mark dash array. tickExtra : bool Boolean flag indicating if an extra axis tick should be added for the initial position of the axis. This flag is useful for styling axes for ``band`` scales such that ticks are placed on band boundaries rather in the middle of a band. Use in conjunction with ``"bandPosition": 1`` and an axis ``"padding"`` value of ``0``. tickMinStep : dict, float, :class:`ExprRef` The minimum desired step between axis ticks, in terms of scale domain values. For example, a value of ``1`` indicates that ticks should not be less than 1 unit apart. If ``tickMinStep`` is specified, the ``tickCount`` value will be adjusted, if necessary, to enforce the minimum step value. tickOffset : dict, float, :class:`ExprRef` Position offset in pixels to apply to ticks, labels, and gridlines. tickOpacity : dict, float, :class:`ExprRef`, :class:`ConditionalAxisNumber` Opacity of the ticks. tickRound : bool Boolean flag indicating if pixel position values should be rounded to the nearest integer. **Default value:** ``true`` tickSize : dict, float, :class:`ExprRef`, :class:`ConditionalAxisNumber` The size in pixels of axis ticks. **Default value:** ``5`` tickWidth : dict, float, :class:`ExprRef`, :class:`ConditionalAxisNumber` The width, in pixels, of ticks. **Default value:** ``1`` ticks : bool Boolean value that determines whether the axis should include ticks. **Default value:** ``true`` title : str, None, :class:`Text`, Sequence[str] A title for the field. If ``null``, the title will be removed. **Default value:** derived from the field's name and transformation function ( ``aggregate``, ``bin`` and ``timeUnit`` ). If the field has an aggregate function, the function is displayed as part of the title (e.g., ``"Sum of Profit"`` ). If the field is binned or has a time unit applied, the applied function is shown in parentheses (e.g., ``"Profit (binned)"``, ``"Transaction Date (year-month)"`` ). Otherwise, the title is simply the field name. **Notes** : 1) You can customize the default field title format by providing the `fieldTitle `__ property in the `config `__ or `fieldTitle function via the compile function's options `__. 2) If both field definition's ``title`` and axis, header, or legend ``title`` are defined, axis/header/legend title will be used. titleAlign : dict, :class:`Align`, :class:`ExprRef`, Literal['left', 'center', 'right'] Horizontal text alignment of axis titles. titleAnchor : dict, :class:`ExprRef`, :class:`TitleAnchor`, Literal[None, 'start', 'middle', 'end'] Text anchor position for placing axis titles. titleAngle : dict, float, :class:`ExprRef` Angle in degrees of axis titles. titleBaseline : str, dict, :class:`ExprRef`, :class:`Baseline`, :class:`TextBaseline`, Literal['top', 'middle', 'bottom'] Vertical text baseline for axis titles. One of ``"alphabetic"`` (default), ``"top"``, ``"middle"``, ``"bottom"``, ``"line-top"``, or ``"line-bottom"``. The ``"line-top"`` and ``"line-bottom"`` values operate similarly to ``"top"`` and ``"bottom"``, but are calculated relative to the *lineHeight* rather than *fontSize* alone. titleColor : str, dict, None, :class:`Color`, :class:`ExprRef`, :class:`HexColor`, :class:`ColorName`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] Color of the title, can be in hex color code or regular color name. titleFont : str, dict, :class:`ExprRef` Font of the title. (e.g., ``"Helvetica Neue"`` ). titleFontSize : dict, float, :class:`ExprRef` Font size of the title. titleFontStyle : str, dict, :class:`ExprRef`, :class:`FontStyle` Font style of the title. titleFontWeight : dict, :class:`ExprRef`, :class:`FontWeight`, Literal['normal', 'bold', 'lighter', 'bolder', 100, 200, 300, 400, 500, 600, 700, 800, 900] Font weight of the title. This can be either a string (e.g ``"bold"``, ``"normal"`` ) or a number ( ``100``, ``200``, ``300``, ..., ``900`` where ``"normal"`` = ``400`` and ``"bold"`` = ``700`` ). titleLimit : dict, float, :class:`ExprRef` Maximum allowed pixel width of axis titles. titleLineHeight : dict, float, :class:`ExprRef` Line height in pixels for multi-line title text or title text with ``"line-top"`` or ``"line-bottom"`` baseline. titleOpacity : dict, float, :class:`ExprRef` Opacity of the axis title. titlePadding : dict, float, :class:`ExprRef` The padding, in pixels, between title and axis. titleX : dict, float, :class:`ExprRef` X-coordinate of the axis title relative to the axis group. titleY : dict, float, :class:`ExprRef` Y-coordinate of the axis title relative to the axis group. translate : dict, float, :class:`ExprRef` Coordinate space translation offset for axis layout. By default, axes are translated by a 0.5 pixel offset for both the x and y coordinates in order to align stroked lines with the pixel grid. However, for vector graphics output these pixel-specific adjustments may be undesirable, in which case translate can be changed (for example, to zero). **Default value:** ``0.5`` values : dict, Sequence[str], Sequence[bool], Sequence[float], :class:`ExprRef`, Sequence[dict, :class:`DateTime`] Explicitly set the visible axis tick values. zindex : float A non-negative integer indicating the z-index of the axis. If zindex is 0, axes should be drawn behind all chart elements. To put them in front, set ``zindex`` to ``1`` or more. **Default value:** ``0`` (behind the marks). """ _schema = {"$ref": "#/definitions/AxisConfig"} def __init__( self, aria: Union[bool, dict, "_Parameter", "SchemaBase", UndefinedType] = Undefined, bandPosition: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, description: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, disable: Union[bool, UndefinedType] = Undefined, domain: Union[bool, UndefinedType] = Undefined, domainCap: Union[ dict, "_Parameter", "SchemaBase", Literal["butt", "round", "square"], UndefinedType, ] = Undefined, domainColor: Union[ str, dict, None, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, domainDash: Union[ dict, "_Parameter", "SchemaBase", Sequence[float], UndefinedType ] = Undefined, domainDashOffset: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, domainOpacity: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, domainWidth: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, format: Union[str, dict, "SchemaBase", UndefinedType] = Undefined, formatType: Union[str, UndefinedType] = Undefined, grid: Union[bool, UndefinedType] = Undefined, gridCap: Union[ dict, "_Parameter", "SchemaBase", Literal["butt", "round", "square"], UndefinedType, ] = Undefined, gridColor: Union[ str, dict, None, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, gridDash: Union[ dict, "_Parameter", "SchemaBase", Sequence[float], UndefinedType ] = Undefined, gridDashOffset: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, gridOpacity: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, gridWidth: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, labelAlign: Union[ dict, "_Parameter", "SchemaBase", Literal["left", "center", "right"], UndefinedType, ] = Undefined, labelAngle: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, labelBaseline: Union[ str, dict, "_Parameter", "SchemaBase", Literal["top", "middle", "bottom"], UndefinedType, ] = Undefined, labelBound: Union[ bool, dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, labelColor: Union[ str, dict, None, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, labelExpr: Union[str, UndefinedType] = Undefined, labelFlush: Union[bool, float, UndefinedType] = Undefined, labelFlushOffset: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, labelFont: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, labelFontSize: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, labelFontStyle: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, labelFontWeight: Union[ dict, "_Parameter", "SchemaBase", Literal[ "normal", "bold", "lighter", "bolder", 100, 200, 300, 400, 500, 600, 700, 800, 900, ], UndefinedType, ] = Undefined, labelLimit: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, labelLineHeight: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, labelOffset: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, labelOpacity: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, labelOverlap: Union[ str, bool, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, labelPadding: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, labelSeparation: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, labels: Union[bool, UndefinedType] = Undefined, maxExtent: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, minExtent: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, offset: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, orient: Union[ dict, "_Parameter", "SchemaBase", Literal["top", "bottom", "left", "right"], UndefinedType, ] = Undefined, position: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, style: Union[str, Sequence[str], UndefinedType] = Undefined, tickBand: Union[ dict, "_Parameter", "SchemaBase", Literal["center", "extent"], UndefinedType ] = Undefined, tickCap: Union[ dict, "_Parameter", "SchemaBase", Literal["butt", "round", "square"], UndefinedType, ] = Undefined, tickColor: Union[ str, dict, None, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, tickCount: Union[ dict, float, "_Parameter", "SchemaBase", Literal[ "millisecond", "second", "minute", "hour", "day", "week", "month", "year", ], UndefinedType, ] = Undefined, tickDash: Union[ dict, "_Parameter", "SchemaBase", Sequence[float], UndefinedType ] = Undefined, tickDashOffset: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, tickExtra: Union[bool, UndefinedType] = Undefined, tickMinStep: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, tickOffset: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, tickOpacity: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, tickRound: Union[bool, UndefinedType] = Undefined, tickSize: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, tickWidth: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, ticks: Union[bool, UndefinedType] = Undefined, title: Union[str, None, "SchemaBase", Sequence[str], UndefinedType] = Undefined, titleAlign: Union[ dict, "_Parameter", "SchemaBase", Literal["left", "center", "right"], UndefinedType, ] = Undefined, titleAnchor: Union[ dict, "_Parameter", "SchemaBase", Literal[None, "start", "middle", "end"], UndefinedType, ] = Undefined, titleAngle: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, titleBaseline: Union[ str, dict, "_Parameter", "SchemaBase", Literal["top", "middle", "bottom"], UndefinedType, ] = Undefined, titleColor: Union[ str, dict, None, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, titleFont: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, titleFontSize: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, titleFontStyle: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, titleFontWeight: Union[ dict, "_Parameter", "SchemaBase", Literal[ "normal", "bold", "lighter", "bolder", 100, 200, 300, 400, 500, 600, 700, 800, 900, ], UndefinedType, ] = Undefined, titleLimit: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, titleLineHeight: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, titleOpacity: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, titlePadding: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, titleX: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, titleY: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, translate: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, values: Union[ dict, "_Parameter", "SchemaBase", Sequence[str], Sequence[bool], Sequence[float], Sequence[Union[dict, "SchemaBase"]], UndefinedType, ] = Undefined, zindex: Union[float, UndefinedType] = Undefined, **kwds, ): super(AxisConfig, self).__init__( aria=aria, bandPosition=bandPosition, description=description, disable=disable, domain=domain, domainCap=domainCap, domainColor=domainColor, domainDash=domainDash, domainDashOffset=domainDashOffset, domainOpacity=domainOpacity, domainWidth=domainWidth, format=format, formatType=formatType, grid=grid, gridCap=gridCap, gridColor=gridColor, gridDash=gridDash, gridDashOffset=gridDashOffset, gridOpacity=gridOpacity, gridWidth=gridWidth, labelAlign=labelAlign, labelAngle=labelAngle, labelBaseline=labelBaseline, labelBound=labelBound, labelColor=labelColor, labelExpr=labelExpr, labelFlush=labelFlush, labelFlushOffset=labelFlushOffset, labelFont=labelFont, labelFontSize=labelFontSize, labelFontStyle=labelFontStyle, labelFontWeight=labelFontWeight, labelLimit=labelLimit, labelLineHeight=labelLineHeight, labelOffset=labelOffset, labelOpacity=labelOpacity, labelOverlap=labelOverlap, labelPadding=labelPadding, labelSeparation=labelSeparation, labels=labels, maxExtent=maxExtent, minExtent=minExtent, offset=offset, orient=orient, position=position, style=style, tickBand=tickBand, tickCap=tickCap, tickColor=tickColor, tickCount=tickCount, tickDash=tickDash, tickDashOffset=tickDashOffset, tickExtra=tickExtra, tickMinStep=tickMinStep, tickOffset=tickOffset, tickOpacity=tickOpacity, tickRound=tickRound, tickSize=tickSize, tickWidth=tickWidth, ticks=ticks, title=title, titleAlign=titleAlign, titleAnchor=titleAnchor, titleAngle=titleAngle, titleBaseline=titleBaseline, titleColor=titleColor, titleFont=titleFont, titleFontSize=titleFontSize, titleFontStyle=titleFontStyle, titleFontWeight=titleFontWeight, titleLimit=titleLimit, titleLineHeight=titleLineHeight, titleOpacity=titleOpacity, titlePadding=titlePadding, titleX=titleX, titleY=titleY, translate=translate, values=values, zindex=zindex, **kwds, ) class AxisOrient(VegaLiteSchema): """AxisOrient schema wrapper""" _schema = {"$ref": "#/definitions/AxisOrient"} def __init__(self, *args): super(AxisOrient, self).__init__(*args) class AxisResolveMap(VegaLiteSchema): """AxisResolveMap schema wrapper Parameters ---------- x : :class:`ResolveMode`, Literal['independent', 'shared'] y : :class:`ResolveMode`, Literal['independent', 'shared'] """ _schema = {"$ref": "#/definitions/AxisResolveMap"} def __init__( self, x: Union[ "SchemaBase", Literal["independent", "shared"], UndefinedType ] = Undefined, y: Union[ "SchemaBase", Literal["independent", "shared"], UndefinedType ] = Undefined, **kwds, ): super(AxisResolveMap, self).__init__(x=x, y=y, **kwds) class BBox(VegaLiteSchema): """BBox schema wrapper Bounding box https://tools.ietf.org/html/rfc7946#section-5 """ _schema = {"$ref": "#/definitions/BBox"} def __init__(self, *args, **kwds): super(BBox, self).__init__(*args, **kwds) class BarConfig(AnyMarkConfig): """BarConfig schema wrapper Parameters ---------- align : dict, :class:`Align`, :class:`ExprRef`, Literal['left', 'center', 'right'] The horizontal alignment of the text or ranged marks (area, bar, image, rect, rule). One of ``"left"``, ``"right"``, ``"center"``. **Note:** Expression reference is *not* supported for range marks. angle : dict, float, :class:`ExprRef` The rotation angle of the text, in degrees. aria : bool, dict, :class:`ExprRef` A boolean flag indicating if `ARIA attributes `__ should be included (SVG output only). If ``false``, the "aria-hidden" attribute will be set on the output SVG element, removing the mark item from the ARIA accessibility tree. ariaRole : str, dict, :class:`ExprRef` Sets the type of user interface element of the mark item for `ARIA accessibility `__ (SVG output only). If specified, this property determines the "role" attribute. Warning: this property is experimental and may be changed in the future. ariaRoleDescription : str, dict, :class:`ExprRef` A human-readable, author-localized description for the role of the mark item for `ARIA accessibility `__ (SVG output only). If specified, this property determines the "aria-roledescription" attribute. Warning: this property is experimental and may be changed in the future. aspect : bool, dict, :class:`ExprRef` Whether to keep aspect ratio of image marks. baseline : str, dict, :class:`ExprRef`, :class:`Baseline`, :class:`TextBaseline`, Literal['top', 'middle', 'bottom'] For text marks, the vertical text baseline. One of ``"alphabetic"`` (default), ``"top"``, ``"middle"``, ``"bottom"``, ``"line-top"``, ``"line-bottom"``, or an expression reference that provides one of the valid values. The ``"line-top"`` and ``"line-bottom"`` values operate similarly to ``"top"`` and ``"bottom"``, but are calculated relative to the ``lineHeight`` rather than ``fontSize`` alone. For range marks, the vertical alignment of the marks. One of ``"top"``, ``"middle"``, ``"bottom"``. **Note:** Expression reference is *not* supported for range marks. binSpacing : float Offset between bars for binned field. The ideal value for this is either 0 (preferred by statisticians) or 1 (Vega-Lite default, D3 example style). **Default value:** ``1`` blend : dict, :class:`Blend`, :class:`ExprRef`, Literal[None, 'multiply', 'screen', 'overlay', 'darken', 'lighten', 'color-dodge', 'color-burn', 'hard-light', 'soft-light', 'difference', 'exclusion', 'hue', 'saturation', 'color', 'luminosity'] The color blend mode for drawing an item on its current background. Any valid `CSS mix-blend-mode `__ value can be used. __Default value:__ ``"source-over"`` color : str, dict, :class:`Color`, :class:`ExprRef`, :class:`Gradient`, :class:`HexColor`, :class:`ColorName`, :class:`LinearGradient`, :class:`RadialGradient`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] Default color. **Default value:** :raw-html:`■` ``"#4682b4"`` **Note:** * This property cannot be used in a `style config `__. * The ``fill`` and ``stroke`` properties have higher precedence than ``color`` and will override ``color``. continuousBandSize : float The default size of the bars on continuous scales. **Default value:** ``5`` cornerRadius : dict, float, :class:`ExprRef` The radius in pixels of rounded rectangles or arcs' corners. **Default value:** ``0`` cornerRadiusBottomLeft : dict, float, :class:`ExprRef` The radius in pixels of rounded rectangles' bottom left corner. **Default value:** ``0`` cornerRadiusBottomRight : dict, float, :class:`ExprRef` The radius in pixels of rounded rectangles' bottom right corner. **Default value:** ``0`` cornerRadiusEnd : dict, float, :class:`ExprRef` For vertical bars, top-left and top-right corner radius. For horizontal bars, top-right and bottom-right corner radius. cornerRadiusTopLeft : dict, float, :class:`ExprRef` The radius in pixels of rounded rectangles' top right corner. **Default value:** ``0`` cornerRadiusTopRight : dict, float, :class:`ExprRef` The radius in pixels of rounded rectangles' top left corner. **Default value:** ``0`` cursor : dict, :class:`Cursor`, :class:`ExprRef`, Literal['auto', 'default', 'none', 'context-menu', 'help', 'pointer', 'progress', 'wait', 'cell', 'crosshair', 'text', 'vertical-text', 'alias', 'copy', 'move', 'no-drop', 'not-allowed', 'e-resize', 'n-resize', 'ne-resize', 'nw-resize', 's-resize', 'se-resize', 'sw-resize', 'w-resize', 'ew-resize', 'ns-resize', 'nesw-resize', 'nwse-resize', 'col-resize', 'row-resize', 'all-scroll', 'zoom-in', 'zoom-out', 'grab', 'grabbing'] The mouse cursor used over the mark. Any valid `CSS cursor type `__ can be used. description : str, dict, :class:`ExprRef` A text description of the mark item for `ARIA accessibility `__ (SVG output only). If specified, this property determines the `"aria-label" attribute `__. dir : dict, :class:`ExprRef`, Literal['ltr', 'rtl'], :class:`TextDirection` The direction of the text. One of ``"ltr"`` (left-to-right) or ``"rtl"`` (right-to-left). This property determines on which side is truncated in response to the limit parameter. **Default value:** ``"ltr"`` discreteBandSize : dict, float, :class:`RelativeBandSize` The default size of the bars with discrete dimensions. If unspecified, the default size is ``step-2``, which provides 2 pixel offset between bars. dx : dict, float, :class:`ExprRef` The horizontal offset, in pixels, between the text label and its anchor point. The offset is applied after rotation by the *angle* property. dy : dict, float, :class:`ExprRef` The vertical offset, in pixels, between the text label and its anchor point. The offset is applied after rotation by the *angle* property. ellipsis : str, dict, :class:`ExprRef` The ellipsis string for text truncated in response to the limit parameter. **Default value:** ``"…"`` endAngle : dict, float, :class:`ExprRef` The end angle in radians for arc marks. A value of ``0`` indicates up (north), increasing values proceed clockwise. fill : str, dict, None, :class:`Color`, :class:`ExprRef`, :class:`Gradient`, :class:`HexColor`, :class:`ColorName`, :class:`LinearGradient`, :class:`RadialGradient`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] Default fill color. This property has higher precedence than ``config.color``. Set to ``null`` to remove fill. **Default value:** (None) fillOpacity : dict, float, :class:`ExprRef` The fill opacity (value between [0,1]). **Default value:** ``1`` filled : bool Whether the mark's color should be used as fill color instead of stroke color. **Default value:** ``false`` for all ``point``, ``line``, and ``rule`` marks as well as ``geoshape`` marks for `graticule `__ data sources; otherwise, ``true``. **Note:** This property cannot be used in a `style config `__. font : str, dict, :class:`ExprRef` The typeface to set the text in (e.g., ``"Helvetica Neue"`` ). fontSize : dict, float, :class:`ExprRef` The font size, in pixels. **Default value:** ``11`` fontStyle : str, dict, :class:`ExprRef`, :class:`FontStyle` The font style (e.g., ``"italic"`` ). fontWeight : dict, :class:`ExprRef`, :class:`FontWeight`, Literal['normal', 'bold', 'lighter', 'bolder', 100, 200, 300, 400, 500, 600, 700, 800, 900] The font weight. This can be either a string (e.g ``"bold"``, ``"normal"`` ) or a number ( ``100``, ``200``, ``300``, ..., ``900`` where ``"normal"`` = ``400`` and ``"bold"`` = ``700`` ). height : dict, float, :class:`ExprRef` Height of the marks. href : str, dict, :class:`URI`, :class:`ExprRef` A URL to load upon mouse click. If defined, the mark acts as a hyperlink. innerRadius : dict, float, :class:`ExprRef` The inner radius in pixels of arc marks. ``innerRadius`` is an alias for ``radius2``. **Default value:** ``0`` interpolate : dict, :class:`ExprRef`, :class:`Interpolate`, Literal['basis', 'basis-open', 'basis-closed', 'bundle', 'cardinal', 'cardinal-open', 'cardinal-closed', 'catmull-rom', 'linear', 'linear-closed', 'monotone', 'natural', 'step', 'step-before', 'step-after'] The line interpolation method to use for line and area marks. One of the following: * ``"linear"`` : piecewise linear segments, as in a polyline. * ``"linear-closed"`` : close the linear segments to form a polygon. * ``"step"`` : alternate between horizontal and vertical segments, as in a step function. * ``"step-before"`` : alternate between vertical and horizontal segments, as in a step function. * ``"step-after"`` : alternate between horizontal and vertical segments, as in a step function. * ``"basis"`` : a B-spline, with control point duplication on the ends. * ``"basis-open"`` : an open B-spline; may not intersect the start or end. * ``"basis-closed"`` : a closed B-spline, as in a loop. * ``"cardinal"`` : a Cardinal spline, with control point duplication on the ends. * ``"cardinal-open"`` : an open Cardinal spline; may not intersect the start or end, but will intersect other control points. * ``"cardinal-closed"`` : a closed Cardinal spline, as in a loop. * ``"bundle"`` : equivalent to basis, except the tension parameter is used to straighten the spline. * ``"monotone"`` : cubic interpolation that preserves monotonicity in y. invalid : Literal['filter', None] Defines how Vega-Lite should handle marks for invalid values ( ``null`` and ``NaN`` ). * If set to ``"filter"`` (default), all data items with null values will be skipped (for line, trail, and area marks) or filtered (for other marks). * If ``null``, all data items are included. In this case, invalid values will be interpreted as zeroes. limit : dict, float, :class:`ExprRef` The maximum length of the text mark in pixels. The text value will be automatically truncated if the rendered size exceeds the limit. **Default value:** ``0`` -- indicating no limit lineBreak : str, dict, :class:`ExprRef` A delimiter, such as a newline character, upon which to break text strings into multiple lines. This property is ignored if the text is array-valued. lineHeight : dict, float, :class:`ExprRef` The line height in pixels (the spacing between subsequent lines of text) for multi-line text marks. minBandSize : dict, float, :class:`ExprRef` The minimum band size for bar and rectangle marks. **Default value:** ``0.25`` opacity : dict, float, :class:`ExprRef` The overall opacity (value between [0,1]). **Default value:** ``0.7`` for non-aggregate plots with ``point``, ``tick``, ``circle``, or ``square`` marks or layered ``bar`` charts and ``1`` otherwise. order : bool, None For line and trail marks, this ``order`` property can be set to ``null`` or ``false`` to make the lines use the original order in the data sources. orient : :class:`Orientation`, Literal['horizontal', 'vertical'] The orientation of a non-stacked bar, tick, area, and line charts. The value is either horizontal (default) or vertical. * For bar, rule and tick, this determines whether the size of the bar and tick should be applied to x or y dimension. * For area, this property determines the orient property of the Vega output. * For line and trail marks, this property determines the sort order of the points in the line if ``config.sortLineBy`` is not specified. For stacked charts, this is always determined by the orientation of the stack; therefore explicitly specified value will be ignored. outerRadius : dict, float, :class:`ExprRef` The outer radius in pixels of arc marks. ``outerRadius`` is an alias for ``radius``. **Default value:** ``0`` padAngle : dict, float, :class:`ExprRef` The angular padding applied to sides of the arc, in radians. radius : dict, float, :class:`ExprRef` For arc mark, the primary (outer) radius in pixels. For text marks, polar coordinate radial offset, in pixels, of the text from the origin determined by the ``x`` and ``y`` properties. **Default value:** ``min(plot_width, plot_height)/2`` radius2 : dict, float, :class:`ExprRef` The secondary (inner) radius in pixels of arc marks. **Default value:** ``0`` shape : str, dict, :class:`ExprRef`, :class:`SymbolShape` Shape of the point marks. Supported values include: * plotting shapes: ``"circle"``, ``"square"``, ``"cross"``, ``"diamond"``, ``"triangle-up"``, ``"triangle-down"``, ``"triangle-right"``, or ``"triangle-left"``. * the line symbol ``"stroke"`` * centered directional shapes ``"arrow"``, ``"wedge"``, or ``"triangle"`` * a custom `SVG path string `__ (For correct sizing, custom shape paths should be defined within a square bounding box with coordinates ranging from -1 to 1 along both the x and y dimensions.) **Default value:** ``"circle"`` size : dict, float, :class:`ExprRef` Default size for marks. * For ``point`` / ``circle`` / ``square``, this represents the pixel area of the marks. Note that this value sets the area of the symbol; the side lengths will increase with the square root of this value. * For ``bar``, this represents the band size of the bar, in pixels. * For ``text``, this represents the font size, in pixels. **Default value:** * ``30`` for point, circle, square marks; width/height's ``step`` * ``2`` for bar marks with discrete dimensions; * ``5`` for bar marks with continuous dimensions; * ``11`` for text marks. smooth : bool, dict, :class:`ExprRef` A boolean flag (default true) indicating if the image should be smoothed when resized. If false, individual pixels should be scaled directly rather than interpolated with smoothing. For SVG rendering, this option may not work in some browsers due to lack of standardization. startAngle : dict, float, :class:`ExprRef` The start angle in radians for arc marks. A value of ``0`` indicates up (north), increasing values proceed clockwise. stroke : str, dict, None, :class:`Color`, :class:`ExprRef`, :class:`Gradient`, :class:`HexColor`, :class:`ColorName`, :class:`LinearGradient`, :class:`RadialGradient`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] Default stroke color. This property has higher precedence than ``config.color``. Set to ``null`` to remove stroke. **Default value:** (None) strokeCap : dict, :class:`ExprRef`, :class:`StrokeCap`, Literal['butt', 'round', 'square'] The stroke cap for line ending style. One of ``"butt"``, ``"round"``, or ``"square"``. **Default value:** ``"butt"`` strokeDash : dict, Sequence[float], :class:`ExprRef` An array of alternating stroke, space lengths for creating dashed or dotted lines. strokeDashOffset : dict, float, :class:`ExprRef` The offset (in pixels) into which to begin drawing with the stroke dash array. strokeJoin : dict, :class:`ExprRef`, :class:`StrokeJoin`, Literal['miter', 'round', 'bevel'] The stroke line join method. One of ``"miter"``, ``"round"`` or ``"bevel"``. **Default value:** ``"miter"`` strokeMiterLimit : dict, float, :class:`ExprRef` The miter limit at which to bevel a line join. strokeOffset : dict, float, :class:`ExprRef` The offset in pixels at which to draw the group stroke and fill. If unspecified, the default behavior is to dynamically offset stroked groups such that 1 pixel stroke widths align with the pixel grid. strokeOpacity : dict, float, :class:`ExprRef` The stroke opacity (value between [0,1]). **Default value:** ``1`` strokeWidth : dict, float, :class:`ExprRef` The stroke width, in pixels. tension : dict, float, :class:`ExprRef` Depending on the interpolation type, sets the tension parameter (for line and area marks). text : str, dict, :class:`Text`, Sequence[str], :class:`ExprRef` Placeholder text if the ``text`` channel is not specified theta : dict, float, :class:`ExprRef` For arc marks, the arc length in radians if theta2 is not specified, otherwise the start arc angle. (A value of 0 indicates up or “north”, increasing values proceed clockwise.) For text marks, polar coordinate angle in radians. theta2 : dict, float, :class:`ExprRef` The end angle of arc marks in radians. A value of 0 indicates up or “north”, increasing values proceed clockwise. timeUnitBandPosition : float Default relative band position for a time unit. If set to ``0``, the marks will be positioned at the beginning of the time unit band step. If set to ``0.5``, the marks will be positioned in the middle of the time unit band step. timeUnitBandSize : float Default relative band size for a time unit. If set to ``1``, the bandwidth of the marks will be equal to the time unit band step. If set to ``0.5``, bandwidth of the marks will be half of the time unit band step. tooltip : str, bool, dict, None, float, :class:`ExprRef`, :class:`TooltipContent` The tooltip text string to show upon mouse hover or an object defining which fields should the tooltip be derived from. * If ``tooltip`` is ``true`` or ``{"content": "encoding"}``, then all fields from ``encoding`` will be used. * If ``tooltip`` is ``{"content": "data"}``, then all fields that appear in the highlighted data point will be used. * If set to ``null`` or ``false``, then no tooltip will be used. See the `tooltip `__ documentation for a detailed discussion about tooltip in Vega-Lite. **Default value:** ``null`` url : str, dict, :class:`URI`, :class:`ExprRef` The URL of the image file for image marks. width : dict, float, :class:`ExprRef` Width of the marks. x : str, dict, float, :class:`ExprRef` X coordinates of the marks, or width of horizontal ``"bar"`` and ``"area"`` without specified ``x2`` or ``width``. The ``value`` of this channel can be a number or a string ``"width"`` for the width of the plot. x2 : str, dict, float, :class:`ExprRef` X2 coordinates for ranged ``"area"``, ``"bar"``, ``"rect"``, and ``"rule"``. The ``value`` of this channel can be a number or a string ``"width"`` for the width of the plot. y : str, dict, float, :class:`ExprRef` Y coordinates of the marks, or height of vertical ``"bar"`` and ``"area"`` without specified ``y2`` or ``height``. The ``value`` of this channel can be a number or a string ``"height"`` for the height of the plot. y2 : str, dict, float, :class:`ExprRef` Y2 coordinates for ranged ``"area"``, ``"bar"``, ``"rect"``, and ``"rule"``. The ``value`` of this channel can be a number or a string ``"height"`` for the height of the plot. """ _schema = {"$ref": "#/definitions/BarConfig"} def __init__( self, align: Union[ dict, "_Parameter", "SchemaBase", Literal["left", "center", "right"], UndefinedType, ] = Undefined, angle: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, aria: Union[bool, dict, "_Parameter", "SchemaBase", UndefinedType] = Undefined, ariaRole: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, ariaRoleDescription: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, aspect: Union[ bool, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, baseline: Union[ str, dict, "_Parameter", "SchemaBase", Literal["top", "middle", "bottom"], UndefinedType, ] = Undefined, binSpacing: Union[float, UndefinedType] = Undefined, blend: Union[ dict, "_Parameter", "SchemaBase", Literal[ None, "multiply", "screen", "overlay", "darken", "lighten", "color-dodge", "color-burn", "hard-light", "soft-light", "difference", "exclusion", "hue", "saturation", "color", "luminosity", ], UndefinedType, ] = Undefined, color: Union[ str, dict, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, continuousBandSize: Union[float, UndefinedType] = Undefined, cornerRadius: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, cornerRadiusBottomLeft: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, cornerRadiusBottomRight: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, cornerRadiusEnd: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, cornerRadiusTopLeft: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, cornerRadiusTopRight: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, cursor: Union[ dict, "_Parameter", "SchemaBase", Literal[ "auto", "default", "none", "context-menu", "help", "pointer", "progress", "wait", "cell", "crosshair", "text", "vertical-text", "alias", "copy", "move", "no-drop", "not-allowed", "e-resize", "n-resize", "ne-resize", "nw-resize", "s-resize", "se-resize", "sw-resize", "w-resize", "ew-resize", "ns-resize", "nesw-resize", "nwse-resize", "col-resize", "row-resize", "all-scroll", "zoom-in", "zoom-out", "grab", "grabbing", ], UndefinedType, ] = Undefined, description: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, dir: Union[ dict, "_Parameter", "SchemaBase", Literal["ltr", "rtl"], UndefinedType ] = Undefined, discreteBandSize: Union[dict, float, "SchemaBase", UndefinedType] = Undefined, dx: Union[dict, float, "_Parameter", "SchemaBase", UndefinedType] = Undefined, dy: Union[dict, float, "_Parameter", "SchemaBase", UndefinedType] = Undefined, ellipsis: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, endAngle: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, fill: Union[ str, dict, None, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, fillOpacity: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, filled: Union[bool, UndefinedType] = Undefined, font: Union[str, dict, "_Parameter", "SchemaBase", UndefinedType] = Undefined, fontSize: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, fontStyle: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, fontWeight: Union[ dict, "_Parameter", "SchemaBase", Literal[ "normal", "bold", "lighter", "bolder", 100, 200, 300, 400, 500, 600, 700, 800, 900, ], UndefinedType, ] = Undefined, height: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, href: Union[str, dict, "_Parameter", "SchemaBase", UndefinedType] = Undefined, innerRadius: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, interpolate: Union[ dict, "_Parameter", "SchemaBase", Literal[ "basis", "basis-open", "basis-closed", "bundle", "cardinal", "cardinal-open", "cardinal-closed", "catmull-rom", "linear", "linear-closed", "monotone", "natural", "step", "step-before", "step-after", ], UndefinedType, ] = Undefined, invalid: Union[Literal["filter", None], UndefinedType] = Undefined, limit: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, lineBreak: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, lineHeight: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, minBandSize: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, opacity: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, order: Union[bool, None, UndefinedType] = Undefined, orient: Union[ "SchemaBase", Literal["horizontal", "vertical"], UndefinedType ] = Undefined, outerRadius: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, padAngle: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, radius: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, radius2: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, shape: Union[str, dict, "_Parameter", "SchemaBase", UndefinedType] = Undefined, size: Union[dict, float, "_Parameter", "SchemaBase", UndefinedType] = Undefined, smooth: Union[ bool, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, startAngle: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, stroke: Union[ str, dict, None, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, strokeCap: Union[ dict, "_Parameter", "SchemaBase", Literal["butt", "round", "square"], UndefinedType, ] = Undefined, strokeDash: Union[ dict, "_Parameter", "SchemaBase", Sequence[float], UndefinedType ] = Undefined, strokeDashOffset: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, strokeJoin: Union[ dict, "_Parameter", "SchemaBase", Literal["miter", "round", "bevel"], UndefinedType, ] = Undefined, strokeMiterLimit: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, strokeOffset: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, strokeOpacity: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, strokeWidth: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, tension: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, text: Union[ str, dict, "_Parameter", "SchemaBase", Sequence[str], UndefinedType ] = Undefined, theta: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, theta2: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, timeUnitBandPosition: Union[float, UndefinedType] = Undefined, timeUnitBandSize: Union[float, UndefinedType] = Undefined, tooltip: Union[ str, bool, dict, None, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, url: Union[str, dict, "_Parameter", "SchemaBase", UndefinedType] = Undefined, width: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, x: Union[ str, dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, x2: Union[ str, dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, y: Union[ str, dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, y2: Union[ str, dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, **kwds, ): super(BarConfig, self).__init__( align=align, angle=angle, aria=aria, ariaRole=ariaRole, ariaRoleDescription=ariaRoleDescription, aspect=aspect, baseline=baseline, binSpacing=binSpacing, blend=blend, color=color, continuousBandSize=continuousBandSize, cornerRadius=cornerRadius, cornerRadiusBottomLeft=cornerRadiusBottomLeft, cornerRadiusBottomRight=cornerRadiusBottomRight, cornerRadiusEnd=cornerRadiusEnd, cornerRadiusTopLeft=cornerRadiusTopLeft, cornerRadiusTopRight=cornerRadiusTopRight, cursor=cursor, description=description, dir=dir, discreteBandSize=discreteBandSize, dx=dx, dy=dy, ellipsis=ellipsis, endAngle=endAngle, fill=fill, fillOpacity=fillOpacity, filled=filled, font=font, fontSize=fontSize, fontStyle=fontStyle, fontWeight=fontWeight, height=height, href=href, innerRadius=innerRadius, interpolate=interpolate, invalid=invalid, limit=limit, lineBreak=lineBreak, lineHeight=lineHeight, minBandSize=minBandSize, opacity=opacity, order=order, orient=orient, outerRadius=outerRadius, padAngle=padAngle, radius=radius, radius2=radius2, shape=shape, size=size, smooth=smooth, startAngle=startAngle, stroke=stroke, strokeCap=strokeCap, strokeDash=strokeDash, strokeDashOffset=strokeDashOffset, strokeJoin=strokeJoin, strokeMiterLimit=strokeMiterLimit, strokeOffset=strokeOffset, strokeOpacity=strokeOpacity, strokeWidth=strokeWidth, tension=tension, text=text, theta=theta, theta2=theta2, timeUnitBandPosition=timeUnitBandPosition, timeUnitBandSize=timeUnitBandSize, tooltip=tooltip, url=url, width=width, x=x, x2=x2, y=y, y2=y2, **kwds, ) class BaseTitleNoValueRefs(VegaLiteSchema): """BaseTitleNoValueRefs schema wrapper Parameters ---------- align : :class:`Align`, Literal['left', 'center', 'right'] Horizontal text alignment for title text. One of ``"left"``, ``"center"``, or ``"right"``. anchor : dict, :class:`ExprRef`, :class:`TitleAnchor`, Literal[None, 'start', 'middle', 'end'] The anchor position for placing the title and subtitle text. One of ``"start"``, ``"middle"``, or ``"end"``. For example, with an orientation of top these anchor positions map to a left-, center-, or right-aligned title. angle : dict, float, :class:`ExprRef` Angle in degrees of title and subtitle text. aria : bool, dict, :class:`ExprRef` A boolean flag indicating if `ARIA attributes `__ should be included (SVG output only). If ``false``, the "aria-hidden" attribute will be set on the output SVG group, removing the title from the ARIA accessibility tree. **Default value:** ``true`` baseline : str, :class:`Baseline`, :class:`TextBaseline`, Literal['top', 'middle', 'bottom'] Vertical text baseline for title and subtitle text. One of ``"alphabetic"`` (default), ``"top"``, ``"middle"``, ``"bottom"``, ``"line-top"``, or ``"line-bottom"``. The ``"line-top"`` and ``"line-bottom"`` values operate similarly to ``"top"`` and ``"bottom"``, but are calculated relative to the *lineHeight* rather than *fontSize* alone. color : str, dict, None, :class:`Color`, :class:`ExprRef`, :class:`HexColor`, :class:`ColorName`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] Text color for title text. dx : dict, float, :class:`ExprRef` Delta offset for title and subtitle text x-coordinate. dy : dict, float, :class:`ExprRef` Delta offset for title and subtitle text y-coordinate. font : str, dict, :class:`ExprRef` Font name for title text. fontSize : dict, float, :class:`ExprRef` Font size in pixels for title text. fontStyle : str, dict, :class:`ExprRef`, :class:`FontStyle` Font style for title text. fontWeight : dict, :class:`ExprRef`, :class:`FontWeight`, Literal['normal', 'bold', 'lighter', 'bolder', 100, 200, 300, 400, 500, 600, 700, 800, 900] Font weight for title text. This can be either a string (e.g ``"bold"``, ``"normal"`` ) or a number ( ``100``, ``200``, ``300``, ..., ``900`` where ``"normal"`` = ``400`` and ``"bold"`` = ``700`` ). frame : str, dict, :class:`ExprRef`, :class:`TitleFrame`, Literal['bounds', 'group'] The reference frame for the anchor position, one of ``"bounds"`` (to anchor relative to the full bounding box) or ``"group"`` (to anchor relative to the group width or height). limit : dict, float, :class:`ExprRef` The maximum allowed length in pixels of title and subtitle text. lineHeight : dict, float, :class:`ExprRef` Line height in pixels for multi-line title text or title text with ``"line-top"`` or ``"line-bottom"`` baseline. offset : dict, float, :class:`ExprRef` The orthogonal offset in pixels by which to displace the title group from its position along the edge of the chart. orient : dict, :class:`ExprRef`, :class:`TitleOrient`, Literal['none', 'left', 'right', 'top', 'bottom'] Default title orientation ( ``"top"``, ``"bottom"``, ``"left"``, or ``"right"`` ) subtitleColor : str, dict, None, :class:`Color`, :class:`ExprRef`, :class:`HexColor`, :class:`ColorName`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] Text color for subtitle text. subtitleFont : str, dict, :class:`ExprRef` Font name for subtitle text. subtitleFontSize : dict, float, :class:`ExprRef` Font size in pixels for subtitle text. subtitleFontStyle : str, dict, :class:`ExprRef`, :class:`FontStyle` Font style for subtitle text. subtitleFontWeight : dict, :class:`ExprRef`, :class:`FontWeight`, Literal['normal', 'bold', 'lighter', 'bolder', 100, 200, 300, 400, 500, 600, 700, 800, 900] Font weight for subtitle text. This can be either a string (e.g ``"bold"``, ``"normal"`` ) or a number ( ``100``, ``200``, ``300``, ..., ``900`` where ``"normal"`` = ``400`` and ``"bold"`` = ``700`` ). subtitleLineHeight : dict, float, :class:`ExprRef` Line height in pixels for multi-line subtitle text. subtitlePadding : dict, float, :class:`ExprRef` The padding in pixels between title and subtitle text. zindex : dict, float, :class:`ExprRef` The integer z-index indicating the layering of the title group relative to other axis, mark, and legend groups. **Default value:** ``0``. """ _schema = {"$ref": "#/definitions/BaseTitleNoValueRefs"} def __init__( self, align: Union[ "SchemaBase", Literal["left", "center", "right"], UndefinedType ] = Undefined, anchor: Union[ dict, "_Parameter", "SchemaBase", Literal[None, "start", "middle", "end"], UndefinedType, ] = Undefined, angle: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, aria: Union[bool, dict, "_Parameter", "SchemaBase", UndefinedType] = Undefined, baseline: Union[ str, "SchemaBase", Literal["top", "middle", "bottom"], UndefinedType ] = Undefined, color: Union[ str, dict, None, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, dx: Union[dict, float, "_Parameter", "SchemaBase", UndefinedType] = Undefined, dy: Union[dict, float, "_Parameter", "SchemaBase", UndefinedType] = Undefined, font: Union[str, dict, "_Parameter", "SchemaBase", UndefinedType] = Undefined, fontSize: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, fontStyle: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, fontWeight: Union[ dict, "_Parameter", "SchemaBase", Literal[ "normal", "bold", "lighter", "bolder", 100, 200, 300, 400, 500, 600, 700, 800, 900, ], UndefinedType, ] = Undefined, frame: Union[ str, dict, "_Parameter", "SchemaBase", Literal["bounds", "group"], UndefinedType, ] = Undefined, limit: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, lineHeight: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, offset: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, orient: Union[ dict, "_Parameter", "SchemaBase", Literal["none", "left", "right", "top", "bottom"], UndefinedType, ] = Undefined, subtitleColor: Union[ str, dict, None, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, subtitleFont: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, subtitleFontSize: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, subtitleFontStyle: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, subtitleFontWeight: Union[ dict, "_Parameter", "SchemaBase", Literal[ "normal", "bold", "lighter", "bolder", 100, 200, 300, 400, 500, 600, 700, 800, 900, ], UndefinedType, ] = Undefined, subtitleLineHeight: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, subtitlePadding: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, zindex: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, **kwds, ): super(BaseTitleNoValueRefs, self).__init__( align=align, anchor=anchor, angle=angle, aria=aria, baseline=baseline, color=color, dx=dx, dy=dy, font=font, fontSize=fontSize, fontStyle=fontStyle, fontWeight=fontWeight, frame=frame, limit=limit, lineHeight=lineHeight, offset=offset, orient=orient, subtitleColor=subtitleColor, subtitleFont=subtitleFont, subtitleFontSize=subtitleFontSize, subtitleFontStyle=subtitleFontStyle, subtitleFontWeight=subtitleFontWeight, subtitleLineHeight=subtitleLineHeight, subtitlePadding=subtitlePadding, zindex=zindex, **kwds, ) class BinExtent(VegaLiteSchema): """BinExtent schema wrapper""" _schema = {"$ref": "#/definitions/BinExtent"} def __init__(self, *args, **kwds): super(BinExtent, self).__init__(*args, **kwds) class BinParams(VegaLiteSchema): """BinParams schema wrapper Binning properties or boolean flag for determining whether to bin data or not. Parameters ---------- anchor : float A value in the binned domain at which to anchor the bins, shifting the bin boundaries if necessary to ensure that a boundary aligns with the anchor value. **Default value:** the minimum bin extent value base : float The number base to use for automatic bin determination (default is base 10). **Default value:** ``10`` binned : bool When set to ``true``, Vega-Lite treats the input data as already binned. divide : Sequence[float] Scale factors indicating allowable subdivisions. The default value is [5, 2], which indicates that for base 10 numbers (the default base), the method may consider dividing bin sizes by 5 and/or 2. For example, for an initial step size of 10, the method can check if bin sizes of 2 (= 10/5), 5 (= 10/2), or 1 (= 10/(5*2)) might also satisfy the given constraints. **Default value:** ``[5, 2]`` extent : dict, Sequence[float], :class:`BinExtent`, :class:`ParameterExtent` A two-element ( ``[min, max]`` ) array indicating the range of desired bin values. maxbins : float Maximum number of bins. **Default value:** ``6`` for ``row``, ``column`` and ``shape`` channels; ``10`` for other channels minstep : float A minimum allowable step size (particularly useful for integer values). nice : bool If true, attempts to make the bin boundaries use human-friendly boundaries, such as multiples of ten. **Default value:** ``true`` step : float An exact step size to use between bins. **Note:** If provided, options such as maxbins will be ignored. steps : Sequence[float] An array of allowable step sizes to choose from. """ _schema = {"$ref": "#/definitions/BinParams"} def __init__( self, anchor: Union[float, UndefinedType] = Undefined, base: Union[float, UndefinedType] = Undefined, binned: Union[bool, UndefinedType] = Undefined, divide: Union[Sequence[float], UndefinedType] = Undefined, extent: Union[ dict, "_Parameter", "SchemaBase", Sequence[float], UndefinedType ] = Undefined, maxbins: Union[float, UndefinedType] = Undefined, minstep: Union[float, UndefinedType] = Undefined, nice: Union[bool, UndefinedType] = Undefined, step: Union[float, UndefinedType] = Undefined, steps: Union[Sequence[float], UndefinedType] = Undefined, **kwds, ): super(BinParams, self).__init__( anchor=anchor, base=base, binned=binned, divide=divide, extent=extent, maxbins=maxbins, minstep=minstep, nice=nice, step=step, steps=steps, **kwds, ) class Binding(VegaLiteSchema): """Binding schema wrapper""" _schema = {"$ref": "#/definitions/Binding"} def __init__(self, *args, **kwds): super(Binding, self).__init__(*args, **kwds) class BindCheckbox(Binding): """BindCheckbox schema wrapper Parameters ---------- input : str debounce : float If defined, delays event handling until the specified milliseconds have elapsed since the last event was fired. element : str, :class:`Element` An optional CSS selector string indicating the parent element to which the input element should be added. By default, all input elements are added within the parent container of the Vega view. name : str By default, the signal name is used to label input elements. This ``name`` property can be used instead to specify a custom label for the bound signal. """ _schema = {"$ref": "#/definitions/BindCheckbox"} def __init__( self, input: Union[str, UndefinedType] = Undefined, debounce: Union[float, UndefinedType] = Undefined, element: Union[str, "SchemaBase", UndefinedType] = Undefined, name: Union[str, UndefinedType] = Undefined, **kwds, ): super(BindCheckbox, self).__init__( input=input, debounce=debounce, element=element, name=name, **kwds ) class BindDirect(Binding): """BindDirect schema wrapper Parameters ---------- element : str, dict, :class:`Element` An input element that exposes a *value* property and supports the `EventTarget `__ interface, or a CSS selector string to such an element. When the element updates and dispatches an event, the *value* property will be used as the new, bound signal value. When the signal updates independent of the element, the *value* property will be set to the signal value and a new event will be dispatched on the element. debounce : float If defined, delays event handling until the specified milliseconds have elapsed since the last event was fired. event : str The event (default ``"input"`` ) to listen for to track changes on the external element. """ _schema = {"$ref": "#/definitions/BindDirect"} def __init__( self, element: Union[str, dict, "SchemaBase", UndefinedType] = Undefined, debounce: Union[float, UndefinedType] = Undefined, event: Union[str, UndefinedType] = Undefined, **kwds, ): super(BindDirect, self).__init__( element=element, debounce=debounce, event=event, **kwds ) class BindInput(Binding): """BindInput schema wrapper Parameters ---------- autocomplete : str A hint for form autofill. See the `HTML autocomplete attribute `__ for additional information. debounce : float If defined, delays event handling until the specified milliseconds have elapsed since the last event was fired. element : str, :class:`Element` An optional CSS selector string indicating the parent element to which the input element should be added. By default, all input elements are added within the parent container of the Vega view. input : str The type of input element to use. The valid values are ``"checkbox"``, ``"radio"``, ``"range"``, ``"select"``, and any other legal `HTML form input type `__. name : str By default, the signal name is used to label input elements. This ``name`` property can be used instead to specify a custom label for the bound signal. placeholder : str Text that appears in the form control when it has no value set. """ _schema = {"$ref": "#/definitions/BindInput"} def __init__( self, autocomplete: Union[str, UndefinedType] = Undefined, debounce: Union[float, UndefinedType] = Undefined, element: Union[str, "SchemaBase", UndefinedType] = Undefined, input: Union[str, UndefinedType] = Undefined, name: Union[str, UndefinedType] = Undefined, placeholder: Union[str, UndefinedType] = Undefined, **kwds, ): super(BindInput, self).__init__( autocomplete=autocomplete, debounce=debounce, element=element, input=input, name=name, placeholder=placeholder, **kwds, ) class BindRadioSelect(Binding): """BindRadioSelect schema wrapper Parameters ---------- input : Literal['radio', 'select'] options : Sequence[Any] An array of options to select from. debounce : float If defined, delays event handling until the specified milliseconds have elapsed since the last event was fired. element : str, :class:`Element` An optional CSS selector string indicating the parent element to which the input element should be added. By default, all input elements are added within the parent container of the Vega view. labels : Sequence[str] An array of label strings to represent the ``options`` values. If unspecified, the ``options`` value will be coerced to a string and used as the label. name : str By default, the signal name is used to label input elements. This ``name`` property can be used instead to specify a custom label for the bound signal. """ _schema = {"$ref": "#/definitions/BindRadioSelect"} def __init__( self, input: Union[Literal["radio", "select"], UndefinedType] = Undefined, options: Union[Sequence[Any], UndefinedType] = Undefined, debounce: Union[float, UndefinedType] = Undefined, element: Union[str, "SchemaBase", UndefinedType] = Undefined, labels: Union[Sequence[str], UndefinedType] = Undefined, name: Union[str, UndefinedType] = Undefined, **kwds, ): super(BindRadioSelect, self).__init__( input=input, options=options, debounce=debounce, element=element, labels=labels, name=name, **kwds, ) class BindRange(Binding): """BindRange schema wrapper Parameters ---------- input : str debounce : float If defined, delays event handling until the specified milliseconds have elapsed since the last event was fired. element : str, :class:`Element` An optional CSS selector string indicating the parent element to which the input element should be added. By default, all input elements are added within the parent container of the Vega view. max : float Sets the maximum slider value. Defaults to the larger of the signal value and ``100``. min : float Sets the minimum slider value. Defaults to the smaller of the signal value and ``0``. name : str By default, the signal name is used to label input elements. This ``name`` property can be used instead to specify a custom label for the bound signal. step : float Sets the minimum slider increment. If undefined, the step size will be automatically determined based on the ``min`` and ``max`` values. """ _schema = {"$ref": "#/definitions/BindRange"} def __init__( self, input: Union[str, UndefinedType] = Undefined, debounce: Union[float, UndefinedType] = Undefined, element: Union[str, "SchemaBase", UndefinedType] = Undefined, max: Union[float, UndefinedType] = Undefined, min: Union[float, UndefinedType] = Undefined, name: Union[str, UndefinedType] = Undefined, step: Union[float, UndefinedType] = Undefined, **kwds, ): super(BindRange, self).__init__( input=input, debounce=debounce, element=element, max=max, min=min, name=name, step=step, **kwds, ) class BinnedTimeUnit(VegaLiteSchema): """BinnedTimeUnit schema wrapper""" _schema = {"$ref": "#/definitions/BinnedTimeUnit"} def __init__(self, *args, **kwds): super(BinnedTimeUnit, self).__init__(*args, **kwds) class Blend(VegaLiteSchema): """Blend schema wrapper""" _schema = {"$ref": "#/definitions/Blend"} def __init__(self, *args): super(Blend, self).__init__(*args) class BoxPlotConfig(VegaLiteSchema): """BoxPlotConfig schema wrapper Parameters ---------- box : bool, dict, :class:`BarConfig`, :class:`AreaConfig`, :class:`LineConfig`, :class:`MarkConfig`, :class:`RectConfig`, :class:`TickConfig`, :class:`AnyMarkConfig` extent : str, float The extent of the whiskers. Available options include: * ``"min-max"`` : min and max are the lower and upper whiskers respectively. * A number representing multiple of the interquartile range. This number will be multiplied by the IQR to determine whisker boundary, which spans from the smallest data to the largest data within the range *[Q1 - k * IQR, Q3 + k * IQR]* where *Q1* and *Q3* are the first and third quartiles while *IQR* is the interquartile range ( *Q3-Q1* ). **Default value:** ``1.5``. median : bool, dict, :class:`BarConfig`, :class:`AreaConfig`, :class:`LineConfig`, :class:`MarkConfig`, :class:`RectConfig`, :class:`TickConfig`, :class:`AnyMarkConfig` outliers : bool, dict, :class:`BarConfig`, :class:`AreaConfig`, :class:`LineConfig`, :class:`MarkConfig`, :class:`RectConfig`, :class:`TickConfig`, :class:`AnyMarkConfig` rule : bool, dict, :class:`BarConfig`, :class:`AreaConfig`, :class:`LineConfig`, :class:`MarkConfig`, :class:`RectConfig`, :class:`TickConfig`, :class:`AnyMarkConfig` size : float Size of the box and median tick of a box plot ticks : bool, dict, :class:`BarConfig`, :class:`AreaConfig`, :class:`LineConfig`, :class:`MarkConfig`, :class:`RectConfig`, :class:`TickConfig`, :class:`AnyMarkConfig` """ _schema = {"$ref": "#/definitions/BoxPlotConfig"} def __init__( self, box: Union[bool, dict, "SchemaBase", UndefinedType] = Undefined, extent: Union[str, float, UndefinedType] = Undefined, median: Union[bool, dict, "SchemaBase", UndefinedType] = Undefined, outliers: Union[bool, dict, "SchemaBase", UndefinedType] = Undefined, rule: Union[bool, dict, "SchemaBase", UndefinedType] = Undefined, size: Union[float, UndefinedType] = Undefined, ticks: Union[bool, dict, "SchemaBase", UndefinedType] = Undefined, **kwds, ): super(BoxPlotConfig, self).__init__( box=box, extent=extent, median=median, outliers=outliers, rule=rule, size=size, ticks=ticks, **kwds, ) class BrushConfig(VegaLiteSchema): """BrushConfig schema wrapper Parameters ---------- cursor : :class:`Cursor`, Literal['auto', 'default', 'none', 'context-menu', 'help', 'pointer', 'progress', 'wait', 'cell', 'crosshair', 'text', 'vertical-text', 'alias', 'copy', 'move', 'no-drop', 'not-allowed', 'e-resize', 'n-resize', 'ne-resize', 'nw-resize', 's-resize', 'se-resize', 'sw-resize', 'w-resize', 'ew-resize', 'ns-resize', 'nesw-resize', 'nwse-resize', 'col-resize', 'row-resize', 'all-scroll', 'zoom-in', 'zoom-out', 'grab', 'grabbing'] The mouse cursor used over the interval mark. Any valid `CSS cursor type `__ can be used. fill : str, :class:`Color`, :class:`HexColor`, :class:`ColorName`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] The fill color of the interval mark. **Default value:** ``"#333333"`` fillOpacity : float The fill opacity of the interval mark (a value between ``0`` and ``1`` ). **Default value:** ``0.125`` stroke : str, :class:`Color`, :class:`HexColor`, :class:`ColorName`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] The stroke color of the interval mark. **Default value:** ``"#ffffff"`` strokeDash : Sequence[float] An array of alternating stroke and space lengths, for creating dashed or dotted lines. strokeDashOffset : float The offset (in pixels) with which to begin drawing the stroke dash array. strokeOpacity : float The stroke opacity of the interval mark (a value between ``0`` and ``1`` ). strokeWidth : float The stroke width of the interval mark. """ _schema = {"$ref": "#/definitions/BrushConfig"} def __init__( self, cursor: Union[ "SchemaBase", Literal[ "auto", "default", "none", "context-menu", "help", "pointer", "progress", "wait", "cell", "crosshair", "text", "vertical-text", "alias", "copy", "move", "no-drop", "not-allowed", "e-resize", "n-resize", "ne-resize", "nw-resize", "s-resize", "se-resize", "sw-resize", "w-resize", "ew-resize", "ns-resize", "nesw-resize", "nwse-resize", "col-resize", "row-resize", "all-scroll", "zoom-in", "zoom-out", "grab", "grabbing", ], UndefinedType, ] = Undefined, fill: Union[ str, "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, fillOpacity: Union[float, UndefinedType] = Undefined, stroke: Union[ str, "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, strokeDash: Union[Sequence[float], UndefinedType] = Undefined, strokeDashOffset: Union[float, UndefinedType] = Undefined, strokeOpacity: Union[float, UndefinedType] = Undefined, strokeWidth: Union[float, UndefinedType] = Undefined, **kwds, ): super(BrushConfig, self).__init__( cursor=cursor, fill=fill, fillOpacity=fillOpacity, stroke=stroke, strokeDash=strokeDash, strokeDashOffset=strokeDashOffset, strokeOpacity=strokeOpacity, strokeWidth=strokeWidth, **kwds, ) class Color(VegaLiteSchema): """Color schema wrapper""" _schema = {"$ref": "#/definitions/Color"} def __init__(self, *args, **kwds): super(Color, self).__init__(*args, **kwds) class ColorDef(VegaLiteSchema): """ColorDef schema wrapper""" _schema = {"$ref": "#/definitions/ColorDef"} def __init__(self, *args, **kwds): super(ColorDef, self).__init__(*args, **kwds) class ColorName(Color): """ColorName schema wrapper""" _schema = {"$ref": "#/definitions/ColorName"} def __init__(self, *args): super(ColorName, self).__init__(*args) class ColorScheme(VegaLiteSchema): """ColorScheme schema wrapper""" _schema = {"$ref": "#/definitions/ColorScheme"} def __init__(self, *args, **kwds): super(ColorScheme, self).__init__(*args, **kwds) class Categorical(ColorScheme): """Categorical schema wrapper""" _schema = {"$ref": "#/definitions/Categorical"} def __init__(self, *args): super(Categorical, self).__init__(*args) class CompositeMark(AnyMark): """CompositeMark schema wrapper""" _schema = {"$ref": "#/definitions/CompositeMark"} def __init__(self, *args, **kwds): super(CompositeMark, self).__init__(*args, **kwds) class BoxPlot(CompositeMark): """BoxPlot schema wrapper""" _schema = {"$ref": "#/definitions/BoxPlot"} def __init__(self, *args): super(BoxPlot, self).__init__(*args) class CompositeMarkDef(AnyMark): """CompositeMarkDef schema wrapper""" _schema = {"$ref": "#/definitions/CompositeMarkDef"} def __init__(self, *args, **kwds): super(CompositeMarkDef, self).__init__(*args, **kwds) class BoxPlotDef(CompositeMarkDef): """BoxPlotDef schema wrapper Parameters ---------- type : str, :class:`BoxPlot` The mark type. This could a primitive mark type (one of ``"bar"``, ``"circle"``, ``"square"``, ``"tick"``, ``"line"``, ``"area"``, ``"point"``, ``"geoshape"``, ``"rule"``, and ``"text"`` ) or a composite mark type ( ``"boxplot"``, ``"errorband"``, ``"errorbar"`` ). box : bool, dict, :class:`BarConfig`, :class:`AreaConfig`, :class:`LineConfig`, :class:`MarkConfig`, :class:`RectConfig`, :class:`TickConfig`, :class:`AnyMarkConfig` clip : bool Whether a composite mark be clipped to the enclosing group’s width and height. color : str, dict, :class:`Color`, :class:`ExprRef`, :class:`Gradient`, :class:`HexColor`, :class:`ColorName`, :class:`LinearGradient`, :class:`RadialGradient`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] Default color. **Default value:** :raw-html:`■` ``"#4682b4"`` **Note:** * This property cannot be used in a `style config `__. * The ``fill`` and ``stroke`` properties have higher precedence than ``color`` and will override ``color``. extent : str, float The extent of the whiskers. Available options include: * ``"min-max"`` : min and max are the lower and upper whiskers respectively. * A number representing multiple of the interquartile range. This number will be multiplied by the IQR to determine whisker boundary, which spans from the smallest data to the largest data within the range *[Q1 - k * IQR, Q3 + k * IQR]* where *Q1* and *Q3* are the first and third quartiles while *IQR* is the interquartile range ( *Q3-Q1* ). **Default value:** ``1.5``. invalid : Literal['filter', None] Defines how Vega-Lite should handle marks for invalid values ( ``null`` and ``NaN`` ). * If set to ``"filter"`` (default), all data items with null values will be skipped (for line, trail, and area marks) or filtered (for other marks). * If ``null``, all data items are included. In this case, invalid values will be interpreted as zeroes. median : bool, dict, :class:`BarConfig`, :class:`AreaConfig`, :class:`LineConfig`, :class:`MarkConfig`, :class:`RectConfig`, :class:`TickConfig`, :class:`AnyMarkConfig` opacity : float The opacity (value between [0,1]) of the mark. orient : :class:`Orientation`, Literal['horizontal', 'vertical'] Orientation of the box plot. This is normally automatically determined based on types of fields on x and y channels. However, an explicit ``orient`` be specified when the orientation is ambiguous. **Default value:** ``"vertical"``. outliers : bool, dict, :class:`BarConfig`, :class:`AreaConfig`, :class:`LineConfig`, :class:`MarkConfig`, :class:`RectConfig`, :class:`TickConfig`, :class:`AnyMarkConfig` rule : bool, dict, :class:`BarConfig`, :class:`AreaConfig`, :class:`LineConfig`, :class:`MarkConfig`, :class:`RectConfig`, :class:`TickConfig`, :class:`AnyMarkConfig` size : float Size of the box and median tick of a box plot ticks : bool, dict, :class:`BarConfig`, :class:`AreaConfig`, :class:`LineConfig`, :class:`MarkConfig`, :class:`RectConfig`, :class:`TickConfig`, :class:`AnyMarkConfig` """ _schema = {"$ref": "#/definitions/BoxPlotDef"} def __init__( self, type: Union[str, "SchemaBase", UndefinedType] = Undefined, box: Union[bool, dict, "SchemaBase", UndefinedType] = Undefined, clip: Union[bool, UndefinedType] = Undefined, color: Union[ str, dict, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, extent: Union[str, float, UndefinedType] = Undefined, invalid: Union[Literal["filter", None], UndefinedType] = Undefined, median: Union[bool, dict, "SchemaBase", UndefinedType] = Undefined, opacity: Union[float, UndefinedType] = Undefined, orient: Union[ "SchemaBase", Literal["horizontal", "vertical"], UndefinedType ] = Undefined, outliers: Union[bool, dict, "SchemaBase", UndefinedType] = Undefined, rule: Union[bool, dict, "SchemaBase", UndefinedType] = Undefined, size: Union[float, UndefinedType] = Undefined, ticks: Union[bool, dict, "SchemaBase", UndefinedType] = Undefined, **kwds, ): super(BoxPlotDef, self).__init__( type=type, box=box, clip=clip, color=color, extent=extent, invalid=invalid, median=median, opacity=opacity, orient=orient, outliers=outliers, rule=rule, size=size, ticks=ticks, **kwds, ) class CompositionConfig(VegaLiteSchema): """CompositionConfig schema wrapper Parameters ---------- columns : float The number of columns to include in the view composition layout. **Default value** : ``undefined`` -- An infinite number of columns (a single row) will be assumed. This is equivalent to ``hconcat`` (for ``concat`` ) and to using the ``column`` channel (for ``facet`` and ``repeat`` ). **Note** : 1) This property is only for: * the general (wrappable) ``concat`` operator (not ``hconcat`` / ``vconcat`` ) * the ``facet`` and ``repeat`` operator with one field/repetition definition (without row/column nesting) 2) Setting the ``columns`` to ``1`` is equivalent to ``vconcat`` (for ``concat`` ) and to using the ``row`` channel (for ``facet`` and ``repeat`` ). spacing : float The default spacing in pixels between composed sub-views. **Default value** : ``20`` """ _schema = {"$ref": "#/definitions/CompositionConfig"} def __init__( self, columns: Union[float, UndefinedType] = Undefined, spacing: Union[float, UndefinedType] = Undefined, **kwds, ): super(CompositionConfig, self).__init__( columns=columns, spacing=spacing, **kwds ) class ConditionalAxisColor(VegaLiteSchema): """ConditionalAxisColor schema wrapper""" _schema = {"$ref": "#/definitions/ConditionalAxisColor"} def __init__(self, *args, **kwds): super(ConditionalAxisColor, self).__init__(*args, **kwds) class ConditionalAxisLabelAlign(VegaLiteSchema): """ConditionalAxisLabelAlign schema wrapper""" _schema = {"$ref": "#/definitions/ConditionalAxisLabelAlign"} def __init__(self, *args, **kwds): super(ConditionalAxisLabelAlign, self).__init__(*args, **kwds) class ConditionalAxisLabelBaseline(VegaLiteSchema): """ConditionalAxisLabelBaseline schema wrapper""" _schema = {"$ref": "#/definitions/ConditionalAxisLabelBaseline"} def __init__(self, *args, **kwds): super(ConditionalAxisLabelBaseline, self).__init__(*args, **kwds) class ConditionalAxisLabelFontStyle(VegaLiteSchema): """ConditionalAxisLabelFontStyle schema wrapper""" _schema = {"$ref": "#/definitions/ConditionalAxisLabelFontStyle"} def __init__(self, *args, **kwds): super(ConditionalAxisLabelFontStyle, self).__init__(*args, **kwds) class ConditionalAxisLabelFontWeight(VegaLiteSchema): """ConditionalAxisLabelFontWeight schema wrapper""" _schema = {"$ref": "#/definitions/ConditionalAxisLabelFontWeight"} def __init__(self, *args, **kwds): super(ConditionalAxisLabelFontWeight, self).__init__(*args, **kwds) class ConditionalAxisNumber(VegaLiteSchema): """ConditionalAxisNumber schema wrapper""" _schema = {"$ref": "#/definitions/ConditionalAxisNumber"} def __init__(self, *args, **kwds): super(ConditionalAxisNumber, self).__init__(*args, **kwds) class ConditionalAxisNumberArray(VegaLiteSchema): """ConditionalAxisNumberArray schema wrapper""" _schema = {"$ref": "#/definitions/ConditionalAxisNumberArray"} def __init__(self, *args, **kwds): super(ConditionalAxisNumberArray, self).__init__(*args, **kwds) class ConditionalAxisPropertyAlignnull(VegaLiteSchema): """ConditionalAxisPropertyAlignnull schema wrapper""" _schema = {"$ref": "#/definitions/ConditionalAxisProperty<(Align|null)>"} def __init__(self, *args, **kwds): super(ConditionalAxisPropertyAlignnull, self).__init__(*args, **kwds) class ConditionalAxisPropertyColornull(VegaLiteSchema): """ConditionalAxisPropertyColornull schema wrapper""" _schema = {"$ref": "#/definitions/ConditionalAxisProperty<(Color|null)>"} def __init__(self, *args, **kwds): super(ConditionalAxisPropertyColornull, self).__init__(*args, **kwds) class ConditionalAxisPropertyFontStylenull(VegaLiteSchema): """ConditionalAxisPropertyFontStylenull schema wrapper""" _schema = {"$ref": "#/definitions/ConditionalAxisProperty<(FontStyle|null)>"} def __init__(self, *args, **kwds): super(ConditionalAxisPropertyFontStylenull, self).__init__(*args, **kwds) class ConditionalAxisPropertyFontWeightnull(VegaLiteSchema): """ConditionalAxisPropertyFontWeightnull schema wrapper""" _schema = {"$ref": "#/definitions/ConditionalAxisProperty<(FontWeight|null)>"} def __init__(self, *args, **kwds): super(ConditionalAxisPropertyFontWeightnull, self).__init__(*args, **kwds) class ConditionalAxisPropertyTextBaselinenull(VegaLiteSchema): """ConditionalAxisPropertyTextBaselinenull schema wrapper""" _schema = {"$ref": "#/definitions/ConditionalAxisProperty<(TextBaseline|null)>"} def __init__(self, *args, **kwds): super(ConditionalAxisPropertyTextBaselinenull, self).__init__(*args, **kwds) class ConditionalAxisPropertynumberArraynull(VegaLiteSchema): """ConditionalAxisPropertynumberArraynull schema wrapper""" _schema = {"$ref": "#/definitions/ConditionalAxisProperty<(number[]|null)>"} def __init__(self, *args, **kwds): super(ConditionalAxisPropertynumberArraynull, self).__init__(*args, **kwds) class ConditionalAxisPropertynumbernull(VegaLiteSchema): """ConditionalAxisPropertynumbernull schema wrapper""" _schema = {"$ref": "#/definitions/ConditionalAxisProperty<(number|null)>"} def __init__(self, *args, **kwds): super(ConditionalAxisPropertynumbernull, self).__init__(*args, **kwds) class ConditionalAxisPropertystringnull(VegaLiteSchema): """ConditionalAxisPropertystringnull schema wrapper""" _schema = {"$ref": "#/definitions/ConditionalAxisProperty<(string|null)>"} def __init__(self, *args, **kwds): super(ConditionalAxisPropertystringnull, self).__init__(*args, **kwds) class ConditionalAxisString(VegaLiteSchema): """ConditionalAxisString schema wrapper""" _schema = {"$ref": "#/definitions/ConditionalAxisString"} def __init__(self, *args, **kwds): super(ConditionalAxisString, self).__init__(*args, **kwds) class ConditionalMarkPropFieldOrDatumDef(VegaLiteSchema): """ConditionalMarkPropFieldOrDatumDef schema wrapper""" _schema = {"$ref": "#/definitions/ConditionalMarkPropFieldOrDatumDef"} def __init__(self, *args, **kwds): super(ConditionalMarkPropFieldOrDatumDef, self).__init__(*args, **kwds) class ConditionalMarkPropFieldOrDatumDefTypeForShape(VegaLiteSchema): """ConditionalMarkPropFieldOrDatumDefTypeForShape schema wrapper""" _schema = {"$ref": "#/definitions/ConditionalMarkPropFieldOrDatumDef"} def __init__(self, *args, **kwds): super(ConditionalMarkPropFieldOrDatumDefTypeForShape, self).__init__( *args, **kwds ) class ConditionalParameterMarkPropFieldOrDatumDef(ConditionalMarkPropFieldOrDatumDef): """ConditionalParameterMarkPropFieldOrDatumDef schema wrapper""" _schema = {"$ref": "#/definitions/ConditionalParameter"} def __init__(self, *args, **kwds): super(ConditionalParameterMarkPropFieldOrDatumDef, self).__init__(*args, **kwds) class ConditionalParameterMarkPropFieldOrDatumDefTypeForShape( ConditionalMarkPropFieldOrDatumDefTypeForShape ): """ConditionalParameterMarkPropFieldOrDatumDefTypeForShape schema wrapper""" _schema = { "$ref": "#/definitions/ConditionalParameter>" } def __init__(self, *args, **kwds): super(ConditionalParameterMarkPropFieldOrDatumDefTypeForShape, self).__init__( *args, **kwds ) class ConditionalPredicateMarkPropFieldOrDatumDef(ConditionalMarkPropFieldOrDatumDef): """ConditionalPredicateMarkPropFieldOrDatumDef schema wrapper""" _schema = {"$ref": "#/definitions/ConditionalPredicate"} def __init__(self, *args, **kwds): super(ConditionalPredicateMarkPropFieldOrDatumDef, self).__init__(*args, **kwds) class ConditionalPredicateMarkPropFieldOrDatumDefTypeForShape( ConditionalMarkPropFieldOrDatumDefTypeForShape ): """ConditionalPredicateMarkPropFieldOrDatumDefTypeForShape schema wrapper""" _schema = { "$ref": "#/definitions/ConditionalPredicate>" } def __init__(self, *args, **kwds): super(ConditionalPredicateMarkPropFieldOrDatumDefTypeForShape, self).__init__( *args, **kwds ) class ConditionalPredicateValueDefAlignnullExprRef(VegaLiteSchema): """ConditionalPredicateValueDefAlignnullExprRef schema wrapper""" _schema = { "$ref": "#/definitions/ConditionalPredicate<(ValueDef<(Align|null)>|ExprRef)>" } def __init__(self, *args, **kwds): super(ConditionalPredicateValueDefAlignnullExprRef, self).__init__( *args, **kwds ) class ConditionalPredicateValueDefColornullExprRef(VegaLiteSchema): """ConditionalPredicateValueDefColornullExprRef schema wrapper""" _schema = { "$ref": "#/definitions/ConditionalPredicate<(ValueDef<(Color|null)>|ExprRef)>" } def __init__(self, *args, **kwds): super(ConditionalPredicateValueDefColornullExprRef, self).__init__( *args, **kwds ) class ConditionalPredicateValueDefFontStylenullExprRef(VegaLiteSchema): """ConditionalPredicateValueDefFontStylenullExprRef schema wrapper""" _schema = { "$ref": "#/definitions/ConditionalPredicate<(ValueDef<(FontStyle|null)>|ExprRef)>" } def __init__(self, *args, **kwds): super(ConditionalPredicateValueDefFontStylenullExprRef, self).__init__( *args, **kwds ) class ConditionalPredicateValueDefFontWeightnullExprRef(VegaLiteSchema): """ConditionalPredicateValueDefFontWeightnullExprRef schema wrapper""" _schema = { "$ref": "#/definitions/ConditionalPredicate<(ValueDef<(FontWeight|null)>|ExprRef)>" } def __init__(self, *args, **kwds): super(ConditionalPredicateValueDefFontWeightnullExprRef, self).__init__( *args, **kwds ) class ConditionalPredicateValueDefTextBaselinenullExprRef(VegaLiteSchema): """ConditionalPredicateValueDefTextBaselinenullExprRef schema wrapper""" _schema = { "$ref": "#/definitions/ConditionalPredicate<(ValueDef<(TextBaseline|null)>|ExprRef)>" } def __init__(self, *args, **kwds): super(ConditionalPredicateValueDefTextBaselinenullExprRef, self).__init__( *args, **kwds ) class ConditionalPredicateValueDefnumberArraynullExprRef(VegaLiteSchema): """ConditionalPredicateValueDefnumberArraynullExprRef schema wrapper""" _schema = { "$ref": "#/definitions/ConditionalPredicate<(ValueDef<(number[]|null)>|ExprRef)>" } def __init__(self, *args, **kwds): super(ConditionalPredicateValueDefnumberArraynullExprRef, self).__init__( *args, **kwds ) class ConditionalPredicateValueDefnumbernullExprRef(VegaLiteSchema): """ConditionalPredicateValueDefnumbernullExprRef schema wrapper""" _schema = { "$ref": "#/definitions/ConditionalPredicate<(ValueDef<(number|null)>|ExprRef)>" } def __init__(self, *args, **kwds): super(ConditionalPredicateValueDefnumbernullExprRef, self).__init__( *args, **kwds ) class ConditionalStringFieldDef(VegaLiteSchema): """ConditionalStringFieldDef schema wrapper""" _schema = {"$ref": "#/definitions/ConditionalStringFieldDef"} def __init__(self, *args, **kwds): super(ConditionalStringFieldDef, self).__init__(*args, **kwds) class ConditionalParameterStringFieldDef(ConditionalStringFieldDef): """ConditionalParameterStringFieldDef schema wrapper Parameters ---------- param : str, :class:`ParameterName` Filter using a parameter name. aggregate : dict, :class:`Aggregate`, :class:`ArgmaxDef`, :class:`ArgminDef`, :class:`NonArgAggregateOp`, Literal['average', 'count', 'distinct', 'max', 'mean', 'median', 'min', 'missing', 'product', 'q1', 'q3', 'ci0', 'ci1', 'stderr', 'stdev', 'stdevp', 'sum', 'valid', 'values', 'variance', 'variancep', 'exponential', 'exponentialb'] Aggregation function for the field (e.g., ``"mean"``, ``"sum"``, ``"median"``, ``"min"``, ``"max"``, ``"count"`` ). **Default value:** ``undefined`` (None) **See also:** `aggregate `__ documentation. bandPosition : float Relative position on a band of a stacked, binned, time unit, or band scale. For example, the marks will be positioned at the beginning of the band if set to ``0``, and at the middle of the band if set to ``0.5``. bin : str, bool, dict, None, :class:`BinParams` A flag for binning a ``quantitative`` field, `an object defining binning parameters `__, or indicating that the data for ``x`` or ``y`` channel are binned before they are imported into Vega-Lite ( ``"binned"`` ). If ``true``, default `binning parameters `__ will be applied. If ``"binned"``, this indicates that the data for the ``x`` (or ``y`` ) channel are already binned. You can map the bin-start field to ``x`` (or ``y`` ) and the bin-end field to ``x2`` (or ``y2`` ). The scale and axis will be formatted similar to binning in Vega-Lite. To adjust the axis ticks based on the bin step, you can also set the axis's `tickMinStep `__ property. **Default value:** ``false`` **See also:** `bin `__ documentation. empty : bool For selection parameters, the predicate of empty selections returns true by default. Override this behavior, by setting this property ``empty: false``. field : str, dict, :class:`Field`, :class:`FieldName`, :class:`RepeatRef` **Required.** A string defining the name of the field from which to pull a data value or an object defining iterated values from the `repeat `__ operator. **See also:** `field `__ documentation. **Notes:** 1) Dots ( ``.`` ) and brackets ( ``[`` and ``]`` ) can be used to access nested objects (e.g., ``"field": "foo.bar"`` and ``"field": "foo['bar']"`` ). If field names contain dots or brackets but are not nested, you can use ``\\`` to escape dots and brackets (e.g., ``"a\\.b"`` and ``"a\\[0\\]"`` ). See more details about escaping in the `field documentation `__. 2) ``field`` is not required if ``aggregate`` is ``count``. format : str, dict, :class:`Dict` When used with the default ``"number"`` and ``"time"`` format type, the text formatting pattern for labels of guides (axes, legends, headers) and text marks. * If the format type is ``"number"`` (e.g., for quantitative fields), this is D3's `number format pattern `__. * If the format type is ``"time"`` (e.g., for temporal fields), this is D3's `time format pattern `__. See the `format documentation `__ for more examples. When used with a `custom formatType `__, this value will be passed as ``format`` alongside ``datum.value`` to the registered function. **Default value:** Derived from `numberFormat `__ config for number format and from `timeFormat `__ config for time format. formatType : str The format type for labels. One of ``"number"``, ``"time"``, or a `registered custom format type `__. **Default value:** * ``"time"`` for temporal fields and ordinal and nominal fields with ``timeUnit``. * ``"number"`` for quantitative fields as well as ordinal and nominal fields without ``timeUnit``. timeUnit : dict, :class:`TimeUnit`, :class:`MultiTimeUnit`, :class:`BinnedTimeUnit`, :class:`SingleTimeUnit`, :class:`TimeUnitParams`, :class:`UtcMultiTimeUnit`, :class:`UtcSingleTimeUnit`, :class:`LocalMultiTimeUnit`, :class:`LocalSingleTimeUnit`, Literal['year', 'quarter', 'month', 'week', 'day', 'dayofyear', 'date', 'hours', 'minutes', 'seconds', 'milliseconds'], Literal['utcyear', 'utcquarter', 'utcmonth', 'utcweek', 'utcday', 'utcdayofyear', 'utcdate', 'utchours', 'utcminutes', 'utcseconds', 'utcmilliseconds'], Literal['binnedyear', 'binnedyearquarter', 'binnedyearquartermonth', 'binnedyearmonth', 'binnedyearmonthdate', 'binnedyearmonthdatehours', 'binnedyearmonthdatehoursminutes', 'binnedyearmonthdatehoursminutesseconds', 'binnedyearweek', 'binnedyearweekday', 'binnedyearweekdayhours', 'binnedyearweekdayhoursminutes', 'binnedyearweekdayhoursminutesseconds', 'binnedyeardayofyear'], Literal['binnedutcyear', 'binnedutcyearquarter', 'binnedutcyearquartermonth', 'binnedutcyearmonth', 'binnedutcyearmonthdate', 'binnedutcyearmonthdatehours', 'binnedutcyearmonthdatehoursminutes', 'binnedutcyearmonthdatehoursminutesseconds', 'binnedutcyearweek', 'binnedutcyearweekday', 'binnedutcyearweekdayhours', 'binnedutcyearweekdayhoursminutes', 'binnedutcyearweekdayhoursminutesseconds', 'binnedutcyeardayofyear'], Literal['yearquarter', 'yearquartermonth', 'yearmonth', 'yearmonthdate', 'yearmonthdatehours', 'yearmonthdatehoursminutes', 'yearmonthdatehoursminutesseconds', 'yearweek', 'yearweekday', 'yearweekdayhours', 'yearweekdayhoursminutes', 'yearweekdayhoursminutesseconds', 'yeardayofyear', 'quartermonth', 'monthdate', 'monthdatehours', 'monthdatehoursminutes', 'monthdatehoursminutesseconds', 'weekday', 'weekdayhours', 'weekdayhoursminutes', 'weekdayhoursminutesseconds', 'dayhours', 'dayhoursminutes', 'dayhoursminutesseconds', 'hoursminutes', 'hoursminutesseconds', 'minutesseconds', 'secondsmilliseconds'], Literal['utcyearquarter', 'utcyearquartermonth', 'utcyearmonth', 'utcyearmonthdate', 'utcyearmonthdatehours', 'utcyearmonthdatehoursminutes', 'utcyearmonthdatehoursminutesseconds', 'utcyearweek', 'utcyearweekday', 'utcyearweekdayhours', 'utcyearweekdayhoursminutes', 'utcyearweekdayhoursminutesseconds', 'utcyeardayofyear', 'utcquartermonth', 'utcmonthdate', 'utcmonthdatehours', 'utcmonthdatehoursminutes', 'utcmonthdatehoursminutesseconds', 'utcweekday', 'utcweeksdayhours', 'utcweekdayhoursminutes', 'utcweekdayhoursminutesseconds', 'utcdayhours', 'utcdayhoursminutes', 'utcdayhoursminutesseconds', 'utchoursminutes', 'utchoursminutesseconds', 'utcminutesseconds', 'utcsecondsmilliseconds'] Time unit (e.g., ``year``, ``yearmonth``, ``month``, ``hours`` ) for a temporal field. or `a temporal field that gets casted as ordinal `__. **Default value:** ``undefined`` (None) **See also:** `timeUnit `__ documentation. title : str, None, :class:`Text`, Sequence[str] A title for the field. If ``null``, the title will be removed. **Default value:** derived from the field's name and transformation function ( ``aggregate``, ``bin`` and ``timeUnit`` ). If the field has an aggregate function, the function is displayed as part of the title (e.g., ``"Sum of Profit"`` ). If the field is binned or has a time unit applied, the applied function is shown in parentheses (e.g., ``"Profit (binned)"``, ``"Transaction Date (year-month)"`` ). Otherwise, the title is simply the field name. **Notes** : 1) You can customize the default field title format by providing the `fieldTitle `__ property in the `config `__ or `fieldTitle function via the compile function's options `__. 2) If both field definition's ``title`` and axis, header, or legend ``title`` are defined, axis/header/legend title will be used. type : :class:`StandardType`, Literal['quantitative', 'ordinal', 'temporal', 'nominal'] The type of measurement ( ``"quantitative"``, ``"temporal"``, ``"ordinal"``, or ``"nominal"`` ) for the encoded field or constant value ( ``datum`` ). It can also be a ``"geojson"`` type for encoding `'geoshape' `__. Vega-Lite automatically infers data types in many cases as discussed below. However, type is required for a field if: (1) the field is not nominal and the field encoding has no specified ``aggregate`` (except ``argmin`` and ``argmax`` ), ``bin``, scale type, custom ``sort`` order, nor ``timeUnit`` or (2) if you wish to use an ordinal scale for a field with ``bin`` or ``timeUnit``. **Default value:** 1) For a data ``field``, ``"nominal"`` is the default data type unless the field encoding has ``aggregate``, ``channel``, ``bin``, scale type, ``sort``, or ``timeUnit`` that satisfies the following criteria: * ``"quantitative"`` is the default type if (1) the encoded field contains ``bin`` or ``aggregate`` except ``"argmin"`` and ``"argmax"``, (2) the encoding channel is ``latitude`` or ``longitude`` channel or (3) if the specified scale type is `a quantitative scale `__. * ``"temporal"`` is the default type if (1) the encoded field contains ``timeUnit`` or (2) the specified scale type is a time or utc scale * ``"ordinal"`` is the default type if (1) the encoded field contains a `custom sort order `__, (2) the specified scale type is an ordinal/point/band scale, or (3) the encoding channel is ``order``. 2) For a constant value in data domain ( ``datum`` ): * ``"quantitative"`` if the datum is a number * ``"nominal"`` if the datum is a string * ``"temporal"`` if the datum is `a date time object `__ **Note:** * Data ``type`` describes the semantics of the data rather than the primitive data types (number, string, etc.). The same primitive data type can have different types of measurement. For example, numeric data can represent quantitative, ordinal, or nominal data. * Data values for a temporal field can be either a date-time string (e.g., ``"2015-03-07 12:32:17"``, ``"17:01"``, ``"2015-03-16"``. ``"2015"`` ) or a timestamp number (e.g., ``1552199579097`` ). * When using with `bin `__, the ``type`` property can be either ``"quantitative"`` (for using a linear bin scale) or `"ordinal" (for using an ordinal bin scale) `__. * When using with `timeUnit `__, the ``type`` property can be either ``"temporal"`` (default, for using a temporal scale) or `"ordinal" (for using an ordinal scale) `__. * When using with `aggregate `__, the ``type`` property refers to the post-aggregation data type. For example, we can calculate count ``distinct`` of a categorical field ``"cat"`` using ``{"aggregate": "distinct", "field": "cat"}``. The ``"type"`` of the aggregate output is ``"quantitative"``. * Secondary channels (e.g., ``x2``, ``y2``, ``xError``, ``yError`` ) do not have ``type`` as they must have exactly the same type as their primary channels (e.g., ``x``, ``y`` ). **See also:** `type `__ documentation. """ _schema = {"$ref": "#/definitions/ConditionalParameter"} def __init__( self, param: Union[str, "SchemaBase", UndefinedType] = Undefined, aggregate: Union[ dict, "SchemaBase", Literal[ "average", "count", "distinct", "max", "mean", "median", "min", "missing", "product", "q1", "q3", "ci0", "ci1", "stderr", "stdev", "stdevp", "sum", "valid", "values", "variance", "variancep", "exponential", "exponentialb", ], UndefinedType, ] = Undefined, bandPosition: Union[float, UndefinedType] = Undefined, bin: Union[str, bool, dict, None, "SchemaBase", UndefinedType] = Undefined, empty: Union[bool, UndefinedType] = Undefined, field: Union[str, dict, "SchemaBase", UndefinedType] = Undefined, format: Union[str, dict, "SchemaBase", UndefinedType] = Undefined, formatType: Union[str, UndefinedType] = Undefined, timeUnit: Union[ dict, "SchemaBase", Literal[ "year", "quarter", "month", "week", "day", "dayofyear", "date", "hours", "minutes", "seconds", "milliseconds", ], Literal[ "utcyear", "utcquarter", "utcmonth", "utcweek", "utcday", "utcdayofyear", "utcdate", "utchours", "utcminutes", "utcseconds", "utcmilliseconds", ], Literal[ "binnedyear", "binnedyearquarter", "binnedyearquartermonth", "binnedyearmonth", "binnedyearmonthdate", "binnedyearmonthdatehours", "binnedyearmonthdatehoursminutes", "binnedyearmonthdatehoursminutesseconds", "binnedyearweek", "binnedyearweekday", "binnedyearweekdayhours", "binnedyearweekdayhoursminutes", "binnedyearweekdayhoursminutesseconds", "binnedyeardayofyear", ], Literal[ "binnedutcyear", "binnedutcyearquarter", "binnedutcyearquartermonth", "binnedutcyearmonth", "binnedutcyearmonthdate", "binnedutcyearmonthdatehours", "binnedutcyearmonthdatehoursminutes", "binnedutcyearmonthdatehoursminutesseconds", "binnedutcyearweek", "binnedutcyearweekday", "binnedutcyearweekdayhours", "binnedutcyearweekdayhoursminutes", "binnedutcyearweekdayhoursminutesseconds", "binnedutcyeardayofyear", ], Literal[ "yearquarter", "yearquartermonth", "yearmonth", "yearmonthdate", "yearmonthdatehours", "yearmonthdatehoursminutes", "yearmonthdatehoursminutesseconds", "yearweek", "yearweekday", "yearweekdayhours", "yearweekdayhoursminutes", "yearweekdayhoursminutesseconds", "yeardayofyear", "quartermonth", "monthdate", "monthdatehours", "monthdatehoursminutes", "monthdatehoursminutesseconds", "weekday", "weekdayhours", "weekdayhoursminutes", "weekdayhoursminutesseconds", "dayhours", "dayhoursminutes", "dayhoursminutesseconds", "hoursminutes", "hoursminutesseconds", "minutesseconds", "secondsmilliseconds", ], Literal[ "utcyearquarter", "utcyearquartermonth", "utcyearmonth", "utcyearmonthdate", "utcyearmonthdatehours", "utcyearmonthdatehoursminutes", "utcyearmonthdatehoursminutesseconds", "utcyearweek", "utcyearweekday", "utcyearweekdayhours", "utcyearweekdayhoursminutes", "utcyearweekdayhoursminutesseconds", "utcyeardayofyear", "utcquartermonth", "utcmonthdate", "utcmonthdatehours", "utcmonthdatehoursminutes", "utcmonthdatehoursminutesseconds", "utcweekday", "utcweeksdayhours", "utcweekdayhoursminutes", "utcweekdayhoursminutesseconds", "utcdayhours", "utcdayhoursminutes", "utcdayhoursminutesseconds", "utchoursminutes", "utchoursminutesseconds", "utcminutesseconds", "utcsecondsmilliseconds", ], UndefinedType, ] = Undefined, title: Union[str, None, "SchemaBase", Sequence[str], UndefinedType] = Undefined, type: Union[ "SchemaBase", Literal["quantitative", "ordinal", "temporal", "nominal"], UndefinedType, ] = Undefined, **kwds, ): super(ConditionalParameterStringFieldDef, self).__init__( param=param, aggregate=aggregate, bandPosition=bandPosition, bin=bin, empty=empty, field=field, format=format, formatType=formatType, timeUnit=timeUnit, title=title, type=type, **kwds, ) class ConditionalPredicateStringFieldDef(ConditionalStringFieldDef): """ConditionalPredicateStringFieldDef schema wrapper Parameters ---------- test : str, dict, :class:`Predicate`, :class:`FieldGTPredicate`, :class:`FieldLTPredicate`, :class:`FieldGTEPredicate`, :class:`FieldLTEPredicate`, :class:`LogicalOrPredicate`, :class:`ParameterPredicate`, :class:`FieldEqualPredicate`, :class:`FieldOneOfPredicate`, :class:`FieldRangePredicate`, :class:`FieldValidPredicate`, :class:`LogicalAndPredicate`, :class:`LogicalNotPredicate`, :class:`PredicateComposition` Predicate for triggering the condition aggregate : dict, :class:`Aggregate`, :class:`ArgmaxDef`, :class:`ArgminDef`, :class:`NonArgAggregateOp`, Literal['average', 'count', 'distinct', 'max', 'mean', 'median', 'min', 'missing', 'product', 'q1', 'q3', 'ci0', 'ci1', 'stderr', 'stdev', 'stdevp', 'sum', 'valid', 'values', 'variance', 'variancep', 'exponential', 'exponentialb'] Aggregation function for the field (e.g., ``"mean"``, ``"sum"``, ``"median"``, ``"min"``, ``"max"``, ``"count"`` ). **Default value:** ``undefined`` (None) **See also:** `aggregate `__ documentation. bandPosition : float Relative position on a band of a stacked, binned, time unit, or band scale. For example, the marks will be positioned at the beginning of the band if set to ``0``, and at the middle of the band if set to ``0.5``. bin : str, bool, dict, None, :class:`BinParams` A flag for binning a ``quantitative`` field, `an object defining binning parameters `__, or indicating that the data for ``x`` or ``y`` channel are binned before they are imported into Vega-Lite ( ``"binned"`` ). If ``true``, default `binning parameters `__ will be applied. If ``"binned"``, this indicates that the data for the ``x`` (or ``y`` ) channel are already binned. You can map the bin-start field to ``x`` (or ``y`` ) and the bin-end field to ``x2`` (or ``y2`` ). The scale and axis will be formatted similar to binning in Vega-Lite. To adjust the axis ticks based on the bin step, you can also set the axis's `tickMinStep `__ property. **Default value:** ``false`` **See also:** `bin `__ documentation. field : str, dict, :class:`Field`, :class:`FieldName`, :class:`RepeatRef` **Required.** A string defining the name of the field from which to pull a data value or an object defining iterated values from the `repeat `__ operator. **See also:** `field `__ documentation. **Notes:** 1) Dots ( ``.`` ) and brackets ( ``[`` and ``]`` ) can be used to access nested objects (e.g., ``"field": "foo.bar"`` and ``"field": "foo['bar']"`` ). If field names contain dots or brackets but are not nested, you can use ``\\`` to escape dots and brackets (e.g., ``"a\\.b"`` and ``"a\\[0\\]"`` ). See more details about escaping in the `field documentation `__. 2) ``field`` is not required if ``aggregate`` is ``count``. format : str, dict, :class:`Dict` When used with the default ``"number"`` and ``"time"`` format type, the text formatting pattern for labels of guides (axes, legends, headers) and text marks. * If the format type is ``"number"`` (e.g., for quantitative fields), this is D3's `number format pattern `__. * If the format type is ``"time"`` (e.g., for temporal fields), this is D3's `time format pattern `__. See the `format documentation `__ for more examples. When used with a `custom formatType `__, this value will be passed as ``format`` alongside ``datum.value`` to the registered function. **Default value:** Derived from `numberFormat `__ config for number format and from `timeFormat `__ config for time format. formatType : str The format type for labels. One of ``"number"``, ``"time"``, or a `registered custom format type `__. **Default value:** * ``"time"`` for temporal fields and ordinal and nominal fields with ``timeUnit``. * ``"number"`` for quantitative fields as well as ordinal and nominal fields without ``timeUnit``. timeUnit : dict, :class:`TimeUnit`, :class:`MultiTimeUnit`, :class:`BinnedTimeUnit`, :class:`SingleTimeUnit`, :class:`TimeUnitParams`, :class:`UtcMultiTimeUnit`, :class:`UtcSingleTimeUnit`, :class:`LocalMultiTimeUnit`, :class:`LocalSingleTimeUnit`, Literal['year', 'quarter', 'month', 'week', 'day', 'dayofyear', 'date', 'hours', 'minutes', 'seconds', 'milliseconds'], Literal['utcyear', 'utcquarter', 'utcmonth', 'utcweek', 'utcday', 'utcdayofyear', 'utcdate', 'utchours', 'utcminutes', 'utcseconds', 'utcmilliseconds'], Literal['binnedyear', 'binnedyearquarter', 'binnedyearquartermonth', 'binnedyearmonth', 'binnedyearmonthdate', 'binnedyearmonthdatehours', 'binnedyearmonthdatehoursminutes', 'binnedyearmonthdatehoursminutesseconds', 'binnedyearweek', 'binnedyearweekday', 'binnedyearweekdayhours', 'binnedyearweekdayhoursminutes', 'binnedyearweekdayhoursminutesseconds', 'binnedyeardayofyear'], Literal['binnedutcyear', 'binnedutcyearquarter', 'binnedutcyearquartermonth', 'binnedutcyearmonth', 'binnedutcyearmonthdate', 'binnedutcyearmonthdatehours', 'binnedutcyearmonthdatehoursminutes', 'binnedutcyearmonthdatehoursminutesseconds', 'binnedutcyearweek', 'binnedutcyearweekday', 'binnedutcyearweekdayhours', 'binnedutcyearweekdayhoursminutes', 'binnedutcyearweekdayhoursminutesseconds', 'binnedutcyeardayofyear'], Literal['yearquarter', 'yearquartermonth', 'yearmonth', 'yearmonthdate', 'yearmonthdatehours', 'yearmonthdatehoursminutes', 'yearmonthdatehoursminutesseconds', 'yearweek', 'yearweekday', 'yearweekdayhours', 'yearweekdayhoursminutes', 'yearweekdayhoursminutesseconds', 'yeardayofyear', 'quartermonth', 'monthdate', 'monthdatehours', 'monthdatehoursminutes', 'monthdatehoursminutesseconds', 'weekday', 'weekdayhours', 'weekdayhoursminutes', 'weekdayhoursminutesseconds', 'dayhours', 'dayhoursminutes', 'dayhoursminutesseconds', 'hoursminutes', 'hoursminutesseconds', 'minutesseconds', 'secondsmilliseconds'], Literal['utcyearquarter', 'utcyearquartermonth', 'utcyearmonth', 'utcyearmonthdate', 'utcyearmonthdatehours', 'utcyearmonthdatehoursminutes', 'utcyearmonthdatehoursminutesseconds', 'utcyearweek', 'utcyearweekday', 'utcyearweekdayhours', 'utcyearweekdayhoursminutes', 'utcyearweekdayhoursminutesseconds', 'utcyeardayofyear', 'utcquartermonth', 'utcmonthdate', 'utcmonthdatehours', 'utcmonthdatehoursminutes', 'utcmonthdatehoursminutesseconds', 'utcweekday', 'utcweeksdayhours', 'utcweekdayhoursminutes', 'utcweekdayhoursminutesseconds', 'utcdayhours', 'utcdayhoursminutes', 'utcdayhoursminutesseconds', 'utchoursminutes', 'utchoursminutesseconds', 'utcminutesseconds', 'utcsecondsmilliseconds'] Time unit (e.g., ``year``, ``yearmonth``, ``month``, ``hours`` ) for a temporal field. or `a temporal field that gets casted as ordinal `__. **Default value:** ``undefined`` (None) **See also:** `timeUnit `__ documentation. title : str, None, :class:`Text`, Sequence[str] A title for the field. If ``null``, the title will be removed. **Default value:** derived from the field's name and transformation function ( ``aggregate``, ``bin`` and ``timeUnit`` ). If the field has an aggregate function, the function is displayed as part of the title (e.g., ``"Sum of Profit"`` ). If the field is binned or has a time unit applied, the applied function is shown in parentheses (e.g., ``"Profit (binned)"``, ``"Transaction Date (year-month)"`` ). Otherwise, the title is simply the field name. **Notes** : 1) You can customize the default field title format by providing the `fieldTitle `__ property in the `config `__ or `fieldTitle function via the compile function's options `__. 2) If both field definition's ``title`` and axis, header, or legend ``title`` are defined, axis/header/legend title will be used. type : :class:`StandardType`, Literal['quantitative', 'ordinal', 'temporal', 'nominal'] The type of measurement ( ``"quantitative"``, ``"temporal"``, ``"ordinal"``, or ``"nominal"`` ) for the encoded field or constant value ( ``datum`` ). It can also be a ``"geojson"`` type for encoding `'geoshape' `__. Vega-Lite automatically infers data types in many cases as discussed below. However, type is required for a field if: (1) the field is not nominal and the field encoding has no specified ``aggregate`` (except ``argmin`` and ``argmax`` ), ``bin``, scale type, custom ``sort`` order, nor ``timeUnit`` or (2) if you wish to use an ordinal scale for a field with ``bin`` or ``timeUnit``. **Default value:** 1) For a data ``field``, ``"nominal"`` is the default data type unless the field encoding has ``aggregate``, ``channel``, ``bin``, scale type, ``sort``, or ``timeUnit`` that satisfies the following criteria: * ``"quantitative"`` is the default type if (1) the encoded field contains ``bin`` or ``aggregate`` except ``"argmin"`` and ``"argmax"``, (2) the encoding channel is ``latitude`` or ``longitude`` channel or (3) if the specified scale type is `a quantitative scale `__. * ``"temporal"`` is the default type if (1) the encoded field contains ``timeUnit`` or (2) the specified scale type is a time or utc scale * ``"ordinal"`` is the default type if (1) the encoded field contains a `custom sort order `__, (2) the specified scale type is an ordinal/point/band scale, or (3) the encoding channel is ``order``. 2) For a constant value in data domain ( ``datum`` ): * ``"quantitative"`` if the datum is a number * ``"nominal"`` if the datum is a string * ``"temporal"`` if the datum is `a date time object `__ **Note:** * Data ``type`` describes the semantics of the data rather than the primitive data types (number, string, etc.). The same primitive data type can have different types of measurement. For example, numeric data can represent quantitative, ordinal, or nominal data. * Data values for a temporal field can be either a date-time string (e.g., ``"2015-03-07 12:32:17"``, ``"17:01"``, ``"2015-03-16"``. ``"2015"`` ) or a timestamp number (e.g., ``1552199579097`` ). * When using with `bin `__, the ``type`` property can be either ``"quantitative"`` (for using a linear bin scale) or `"ordinal" (for using an ordinal bin scale) `__. * When using with `timeUnit `__, the ``type`` property can be either ``"temporal"`` (default, for using a temporal scale) or `"ordinal" (for using an ordinal scale) `__. * When using with `aggregate `__, the ``type`` property refers to the post-aggregation data type. For example, we can calculate count ``distinct`` of a categorical field ``"cat"`` using ``{"aggregate": "distinct", "field": "cat"}``. The ``"type"`` of the aggregate output is ``"quantitative"``. * Secondary channels (e.g., ``x2``, ``y2``, ``xError``, ``yError`` ) do not have ``type`` as they must have exactly the same type as their primary channels (e.g., ``x``, ``y`` ). **See also:** `type `__ documentation. """ _schema = {"$ref": "#/definitions/ConditionalPredicate"} def __init__( self, test: Union[str, dict, "SchemaBase", UndefinedType] = Undefined, aggregate: Union[ dict, "SchemaBase", Literal[ "average", "count", "distinct", "max", "mean", "median", "min", "missing", "product", "q1", "q3", "ci0", "ci1", "stderr", "stdev", "stdevp", "sum", "valid", "values", "variance", "variancep", "exponential", "exponentialb", ], UndefinedType, ] = Undefined, bandPosition: Union[float, UndefinedType] = Undefined, bin: Union[str, bool, dict, None, "SchemaBase", UndefinedType] = Undefined, field: Union[str, dict, "SchemaBase", UndefinedType] = Undefined, format: Union[str, dict, "SchemaBase", UndefinedType] = Undefined, formatType: Union[str, UndefinedType] = Undefined, timeUnit: Union[ dict, "SchemaBase", Literal[ "year", "quarter", "month", "week", "day", "dayofyear", "date", "hours", "minutes", "seconds", "milliseconds", ], Literal[ "utcyear", "utcquarter", "utcmonth", "utcweek", "utcday", "utcdayofyear", "utcdate", "utchours", "utcminutes", "utcseconds", "utcmilliseconds", ], Literal[ "binnedyear", "binnedyearquarter", "binnedyearquartermonth", "binnedyearmonth", "binnedyearmonthdate", "binnedyearmonthdatehours", "binnedyearmonthdatehoursminutes", "binnedyearmonthdatehoursminutesseconds", "binnedyearweek", "binnedyearweekday", "binnedyearweekdayhours", "binnedyearweekdayhoursminutes", "binnedyearweekdayhoursminutesseconds", "binnedyeardayofyear", ], Literal[ "binnedutcyear", "binnedutcyearquarter", "binnedutcyearquartermonth", "binnedutcyearmonth", "binnedutcyearmonthdate", "binnedutcyearmonthdatehours", "binnedutcyearmonthdatehoursminutes", "binnedutcyearmonthdatehoursminutesseconds", "binnedutcyearweek", "binnedutcyearweekday", "binnedutcyearweekdayhours", "binnedutcyearweekdayhoursminutes", "binnedutcyearweekdayhoursminutesseconds", "binnedutcyeardayofyear", ], Literal[ "yearquarter", "yearquartermonth", "yearmonth", "yearmonthdate", "yearmonthdatehours", "yearmonthdatehoursminutes", "yearmonthdatehoursminutesseconds", "yearweek", "yearweekday", "yearweekdayhours", "yearweekdayhoursminutes", "yearweekdayhoursminutesseconds", "yeardayofyear", "quartermonth", "monthdate", "monthdatehours", "monthdatehoursminutes", "monthdatehoursminutesseconds", "weekday", "weekdayhours", "weekdayhoursminutes", "weekdayhoursminutesseconds", "dayhours", "dayhoursminutes", "dayhoursminutesseconds", "hoursminutes", "hoursminutesseconds", "minutesseconds", "secondsmilliseconds", ], Literal[ "utcyearquarter", "utcyearquartermonth", "utcyearmonth", "utcyearmonthdate", "utcyearmonthdatehours", "utcyearmonthdatehoursminutes", "utcyearmonthdatehoursminutesseconds", "utcyearweek", "utcyearweekday", "utcyearweekdayhours", "utcyearweekdayhoursminutes", "utcyearweekdayhoursminutesseconds", "utcyeardayofyear", "utcquartermonth", "utcmonthdate", "utcmonthdatehours", "utcmonthdatehoursminutes", "utcmonthdatehoursminutesseconds", "utcweekday", "utcweeksdayhours", "utcweekdayhoursminutes", "utcweekdayhoursminutesseconds", "utcdayhours", "utcdayhoursminutes", "utcdayhoursminutesseconds", "utchoursminutes", "utchoursminutesseconds", "utcminutesseconds", "utcsecondsmilliseconds", ], UndefinedType, ] = Undefined, title: Union[str, None, "SchemaBase", Sequence[str], UndefinedType] = Undefined, type: Union[ "SchemaBase", Literal["quantitative", "ordinal", "temporal", "nominal"], UndefinedType, ] = Undefined, **kwds, ): super(ConditionalPredicateStringFieldDef, self).__init__( test=test, aggregate=aggregate, bandPosition=bandPosition, bin=bin, field=field, format=format, formatType=formatType, timeUnit=timeUnit, title=title, type=type, **kwds, ) class ConditionalValueDefGradientstringnullExprRef(VegaLiteSchema): """ConditionalValueDefGradientstringnullExprRef schema wrapper""" _schema = { "$ref": "#/definitions/ConditionalValueDef<(Gradient|string|null|ExprRef)>" } def __init__(self, *args, **kwds): super(ConditionalValueDefGradientstringnullExprRef, self).__init__( *args, **kwds ) class ConditionalParameterValueDefGradientstringnullExprRef( ConditionalValueDefGradientstringnullExprRef ): """ConditionalParameterValueDefGradientstringnullExprRef schema wrapper Parameters ---------- param : str, :class:`ParameterName` Filter using a parameter name. value : str, dict, None, :class:`ExprRef`, :class:`Gradient`, :class:`LinearGradient`, :class:`RadialGradient` A constant value in visual domain (e.g., ``"red"`` / ``"#0099ff"`` / `gradient definition `__ for color, values between ``0`` to ``1`` for opacity). empty : bool For selection parameters, the predicate of empty selections returns true by default. Override this behavior, by setting this property ``empty: false``. """ _schema = { "$ref": "#/definitions/ConditionalParameter>" } def __init__( self, param: Union[str, "SchemaBase", UndefinedType] = Undefined, value: Union[ str, dict, None, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, empty: Union[bool, UndefinedType] = Undefined, **kwds, ): super(ConditionalParameterValueDefGradientstringnullExprRef, self).__init__( param=param, value=value, empty=empty, **kwds ) class ConditionalPredicateValueDefGradientstringnullExprRef( ConditionalValueDefGradientstringnullExprRef ): """ConditionalPredicateValueDefGradientstringnullExprRef schema wrapper Parameters ---------- test : str, dict, :class:`Predicate`, :class:`FieldGTPredicate`, :class:`FieldLTPredicate`, :class:`FieldGTEPredicate`, :class:`FieldLTEPredicate`, :class:`LogicalOrPredicate`, :class:`ParameterPredicate`, :class:`FieldEqualPredicate`, :class:`FieldOneOfPredicate`, :class:`FieldRangePredicate`, :class:`FieldValidPredicate`, :class:`LogicalAndPredicate`, :class:`LogicalNotPredicate`, :class:`PredicateComposition` Predicate for triggering the condition value : str, dict, None, :class:`ExprRef`, :class:`Gradient`, :class:`LinearGradient`, :class:`RadialGradient` A constant value in visual domain (e.g., ``"red"`` / ``"#0099ff"`` / `gradient definition `__ for color, values between ``0`` to ``1`` for opacity). """ _schema = { "$ref": "#/definitions/ConditionalPredicate>" } def __init__( self, test: Union[str, dict, "SchemaBase", UndefinedType] = Undefined, value: Union[ str, dict, None, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, **kwds, ): super(ConditionalPredicateValueDefGradientstringnullExprRef, self).__init__( test=test, value=value, **kwds ) class ConditionalValueDefTextExprRef(VegaLiteSchema): """ConditionalValueDefTextExprRef schema wrapper""" _schema = {"$ref": "#/definitions/ConditionalValueDef<(Text|ExprRef)>"} def __init__(self, *args, **kwds): super(ConditionalValueDefTextExprRef, self).__init__(*args, **kwds) class ConditionalParameterValueDefTextExprRef(ConditionalValueDefTextExprRef): """ConditionalParameterValueDefTextExprRef schema wrapper Parameters ---------- param : str, :class:`ParameterName` Filter using a parameter name. value : str, dict, :class:`Text`, Sequence[str], :class:`ExprRef` A constant value in visual domain (e.g., ``"red"`` / ``"#0099ff"`` / `gradient definition `__ for color, values between ``0`` to ``1`` for opacity). empty : bool For selection parameters, the predicate of empty selections returns true by default. Override this behavior, by setting this property ``empty: false``. """ _schema = {"$ref": "#/definitions/ConditionalParameter>"} def __init__( self, param: Union[str, "SchemaBase", UndefinedType] = Undefined, value: Union[ str, dict, "_Parameter", "SchemaBase", Sequence[str], UndefinedType ] = Undefined, empty: Union[bool, UndefinedType] = Undefined, **kwds, ): super(ConditionalParameterValueDefTextExprRef, self).__init__( param=param, value=value, empty=empty, **kwds ) class ConditionalPredicateValueDefTextExprRef(ConditionalValueDefTextExprRef): """ConditionalPredicateValueDefTextExprRef schema wrapper Parameters ---------- test : str, dict, :class:`Predicate`, :class:`FieldGTPredicate`, :class:`FieldLTPredicate`, :class:`FieldGTEPredicate`, :class:`FieldLTEPredicate`, :class:`LogicalOrPredicate`, :class:`ParameterPredicate`, :class:`FieldEqualPredicate`, :class:`FieldOneOfPredicate`, :class:`FieldRangePredicate`, :class:`FieldValidPredicate`, :class:`LogicalAndPredicate`, :class:`LogicalNotPredicate`, :class:`PredicateComposition` Predicate for triggering the condition value : str, dict, :class:`Text`, Sequence[str], :class:`ExprRef` A constant value in visual domain (e.g., ``"red"`` / ``"#0099ff"`` / `gradient definition `__ for color, values between ``0`` to ``1`` for opacity). """ _schema = {"$ref": "#/definitions/ConditionalPredicate>"} def __init__( self, test: Union[str, dict, "SchemaBase", UndefinedType] = Undefined, value: Union[ str, dict, "_Parameter", "SchemaBase", Sequence[str], UndefinedType ] = Undefined, **kwds, ): super(ConditionalPredicateValueDefTextExprRef, self).__init__( test=test, value=value, **kwds ) class ConditionalValueDefnumber(VegaLiteSchema): """ConditionalValueDefnumber schema wrapper""" _schema = {"$ref": "#/definitions/ConditionalValueDef"} def __init__(self, *args, **kwds): super(ConditionalValueDefnumber, self).__init__(*args, **kwds) class ConditionalParameterValueDefnumber(ConditionalValueDefnumber): """ConditionalParameterValueDefnumber schema wrapper Parameters ---------- param : str, :class:`ParameterName` Filter using a parameter name. value : float A constant value in visual domain (e.g., ``"red"`` / ``"#0099ff"`` / `gradient definition `__ for color, values between ``0`` to ``1`` for opacity). empty : bool For selection parameters, the predicate of empty selections returns true by default. Override this behavior, by setting this property ``empty: false``. """ _schema = {"$ref": "#/definitions/ConditionalParameter>"} def __init__( self, param: Union[str, "SchemaBase", UndefinedType] = Undefined, value: Union[float, UndefinedType] = Undefined, empty: Union[bool, UndefinedType] = Undefined, **kwds, ): super(ConditionalParameterValueDefnumber, self).__init__( param=param, value=value, empty=empty, **kwds ) class ConditionalPredicateValueDefnumber(ConditionalValueDefnumber): """ConditionalPredicateValueDefnumber schema wrapper Parameters ---------- test : str, dict, :class:`Predicate`, :class:`FieldGTPredicate`, :class:`FieldLTPredicate`, :class:`FieldGTEPredicate`, :class:`FieldLTEPredicate`, :class:`LogicalOrPredicate`, :class:`ParameterPredicate`, :class:`FieldEqualPredicate`, :class:`FieldOneOfPredicate`, :class:`FieldRangePredicate`, :class:`FieldValidPredicate`, :class:`LogicalAndPredicate`, :class:`LogicalNotPredicate`, :class:`PredicateComposition` Predicate for triggering the condition value : float A constant value in visual domain (e.g., ``"red"`` / ``"#0099ff"`` / `gradient definition `__ for color, values between ``0`` to ``1`` for opacity). """ _schema = {"$ref": "#/definitions/ConditionalPredicate>"} def __init__( self, test: Union[str, dict, "SchemaBase", UndefinedType] = Undefined, value: Union[float, UndefinedType] = Undefined, **kwds, ): super(ConditionalPredicateValueDefnumber, self).__init__( test=test, value=value, **kwds ) class ConditionalValueDefnumberArrayExprRef(VegaLiteSchema): """ConditionalValueDefnumberArrayExprRef schema wrapper""" _schema = {"$ref": "#/definitions/ConditionalValueDef<(number[]|ExprRef)>"} def __init__(self, *args, **kwds): super(ConditionalValueDefnumberArrayExprRef, self).__init__(*args, **kwds) class ConditionalParameterValueDefnumberArrayExprRef( ConditionalValueDefnumberArrayExprRef ): """ConditionalParameterValueDefnumberArrayExprRef schema wrapper Parameters ---------- param : str, :class:`ParameterName` Filter using a parameter name. value : dict, Sequence[float], :class:`ExprRef` A constant value in visual domain (e.g., ``"red"`` / ``"#0099ff"`` / `gradient definition `__ for color, values between ``0`` to ``1`` for opacity). empty : bool For selection parameters, the predicate of empty selections returns true by default. Override this behavior, by setting this property ``empty: false``. """ _schema = { "$ref": "#/definitions/ConditionalParameter>" } def __init__( self, param: Union[str, "SchemaBase", UndefinedType] = Undefined, value: Union[ dict, "_Parameter", "SchemaBase", Sequence[float], UndefinedType ] = Undefined, empty: Union[bool, UndefinedType] = Undefined, **kwds, ): super(ConditionalParameterValueDefnumberArrayExprRef, self).__init__( param=param, value=value, empty=empty, **kwds ) class ConditionalPredicateValueDefnumberArrayExprRef( ConditionalValueDefnumberArrayExprRef ): """ConditionalPredicateValueDefnumberArrayExprRef schema wrapper Parameters ---------- test : str, dict, :class:`Predicate`, :class:`FieldGTPredicate`, :class:`FieldLTPredicate`, :class:`FieldGTEPredicate`, :class:`FieldLTEPredicate`, :class:`LogicalOrPredicate`, :class:`ParameterPredicate`, :class:`FieldEqualPredicate`, :class:`FieldOneOfPredicate`, :class:`FieldRangePredicate`, :class:`FieldValidPredicate`, :class:`LogicalAndPredicate`, :class:`LogicalNotPredicate`, :class:`PredicateComposition` Predicate for triggering the condition value : dict, Sequence[float], :class:`ExprRef` A constant value in visual domain (e.g., ``"red"`` / ``"#0099ff"`` / `gradient definition `__ for color, values between ``0`` to ``1`` for opacity). """ _schema = { "$ref": "#/definitions/ConditionalPredicate>" } def __init__( self, test: Union[str, dict, "SchemaBase", UndefinedType] = Undefined, value: Union[ dict, "_Parameter", "SchemaBase", Sequence[float], UndefinedType ] = Undefined, **kwds, ): super(ConditionalPredicateValueDefnumberArrayExprRef, self).__init__( test=test, value=value, **kwds ) class ConditionalValueDefnumberExprRef(VegaLiteSchema): """ConditionalValueDefnumberExprRef schema wrapper""" _schema = {"$ref": "#/definitions/ConditionalValueDef<(number|ExprRef)>"} def __init__(self, *args, **kwds): super(ConditionalValueDefnumberExprRef, self).__init__(*args, **kwds) class ConditionalParameterValueDefnumberExprRef(ConditionalValueDefnumberExprRef): """ConditionalParameterValueDefnumberExprRef schema wrapper Parameters ---------- param : str, :class:`ParameterName` Filter using a parameter name. value : dict, float, :class:`ExprRef` A constant value in visual domain (e.g., ``"red"`` / ``"#0099ff"`` / `gradient definition `__ for color, values between ``0`` to ``1`` for opacity). empty : bool For selection parameters, the predicate of empty selections returns true by default. Override this behavior, by setting this property ``empty: false``. """ _schema = {"$ref": "#/definitions/ConditionalParameter>"} def __init__( self, param: Union[str, "SchemaBase", UndefinedType] = Undefined, value: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, empty: Union[bool, UndefinedType] = Undefined, **kwds, ): super(ConditionalParameterValueDefnumberExprRef, self).__init__( param=param, value=value, empty=empty, **kwds ) class ConditionalPredicateValueDefnumberExprRef(ConditionalValueDefnumberExprRef): """ConditionalPredicateValueDefnumberExprRef schema wrapper Parameters ---------- test : str, dict, :class:`Predicate`, :class:`FieldGTPredicate`, :class:`FieldLTPredicate`, :class:`FieldGTEPredicate`, :class:`FieldLTEPredicate`, :class:`LogicalOrPredicate`, :class:`ParameterPredicate`, :class:`FieldEqualPredicate`, :class:`FieldOneOfPredicate`, :class:`FieldRangePredicate`, :class:`FieldValidPredicate`, :class:`LogicalAndPredicate`, :class:`LogicalNotPredicate`, :class:`PredicateComposition` Predicate for triggering the condition value : dict, float, :class:`ExprRef` A constant value in visual domain (e.g., ``"red"`` / ``"#0099ff"`` / `gradient definition `__ for color, values between ``0`` to ``1`` for opacity). """ _schema = {"$ref": "#/definitions/ConditionalPredicate>"} def __init__( self, test: Union[str, dict, "SchemaBase", UndefinedType] = Undefined, value: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, **kwds, ): super(ConditionalPredicateValueDefnumberExprRef, self).__init__( test=test, value=value, **kwds ) class ConditionalValueDefstringExprRef(VegaLiteSchema): """ConditionalValueDefstringExprRef schema wrapper""" _schema = {"$ref": "#/definitions/ConditionalValueDef<(string|ExprRef)>"} def __init__(self, *args, **kwds): super(ConditionalValueDefstringExprRef, self).__init__(*args, **kwds) class ConditionalParameterValueDefstringExprRef(ConditionalValueDefstringExprRef): """ConditionalParameterValueDefstringExprRef schema wrapper Parameters ---------- param : str, :class:`ParameterName` Filter using a parameter name. value : str, dict, :class:`ExprRef` A constant value in visual domain (e.g., ``"red"`` / ``"#0099ff"`` / `gradient definition `__ for color, values between ``0`` to ``1`` for opacity). empty : bool For selection parameters, the predicate of empty selections returns true by default. Override this behavior, by setting this property ``empty: false``. """ _schema = {"$ref": "#/definitions/ConditionalParameter>"} def __init__( self, param: Union[str, "SchemaBase", UndefinedType] = Undefined, value: Union[str, dict, "_Parameter", "SchemaBase", UndefinedType] = Undefined, empty: Union[bool, UndefinedType] = Undefined, **kwds, ): super(ConditionalParameterValueDefstringExprRef, self).__init__( param=param, value=value, empty=empty, **kwds ) class ConditionalPredicateValueDefstringExprRef(ConditionalValueDefstringExprRef): """ConditionalPredicateValueDefstringExprRef schema wrapper Parameters ---------- test : str, dict, :class:`Predicate`, :class:`FieldGTPredicate`, :class:`FieldLTPredicate`, :class:`FieldGTEPredicate`, :class:`FieldLTEPredicate`, :class:`LogicalOrPredicate`, :class:`ParameterPredicate`, :class:`FieldEqualPredicate`, :class:`FieldOneOfPredicate`, :class:`FieldRangePredicate`, :class:`FieldValidPredicate`, :class:`LogicalAndPredicate`, :class:`LogicalNotPredicate`, :class:`PredicateComposition` Predicate for triggering the condition value : str, dict, :class:`ExprRef` A constant value in visual domain (e.g., ``"red"`` / ``"#0099ff"`` / `gradient definition `__ for color, values between ``0`` to ``1`` for opacity). """ _schema = {"$ref": "#/definitions/ConditionalPredicate>"} def __init__( self, test: Union[str, dict, "SchemaBase", UndefinedType] = Undefined, value: Union[str, dict, "_Parameter", "SchemaBase", UndefinedType] = Undefined, **kwds, ): super(ConditionalPredicateValueDefstringExprRef, self).__init__( test=test, value=value, **kwds ) class ConditionalValueDefstringnullExprRef(VegaLiteSchema): """ConditionalValueDefstringnullExprRef schema wrapper""" _schema = {"$ref": "#/definitions/ConditionalValueDef<(string|null|ExprRef)>"} def __init__(self, *args, **kwds): super(ConditionalValueDefstringnullExprRef, self).__init__(*args, **kwds) class ConditionalParameterValueDefstringnullExprRef( ConditionalValueDefstringnullExprRef ): """ConditionalParameterValueDefstringnullExprRef schema wrapper Parameters ---------- param : str, :class:`ParameterName` Filter using a parameter name. value : str, dict, None, :class:`ExprRef` A constant value in visual domain (e.g., ``"red"`` / ``"#0099ff"`` / `gradient definition `__ for color, values between ``0`` to ``1`` for opacity). empty : bool For selection parameters, the predicate of empty selections returns true by default. Override this behavior, by setting this property ``empty: false``. """ _schema = { "$ref": "#/definitions/ConditionalParameter>" } def __init__( self, param: Union[str, "SchemaBase", UndefinedType] = Undefined, value: Union[ str, dict, None, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, empty: Union[bool, UndefinedType] = Undefined, **kwds, ): super(ConditionalParameterValueDefstringnullExprRef, self).__init__( param=param, value=value, empty=empty, **kwds ) class ConditionalPredicateValueDefstringnullExprRef( ConditionalValueDefstringnullExprRef ): """ConditionalPredicateValueDefstringnullExprRef schema wrapper Parameters ---------- test : str, dict, :class:`Predicate`, :class:`FieldGTPredicate`, :class:`FieldLTPredicate`, :class:`FieldGTEPredicate`, :class:`FieldLTEPredicate`, :class:`LogicalOrPredicate`, :class:`ParameterPredicate`, :class:`FieldEqualPredicate`, :class:`FieldOneOfPredicate`, :class:`FieldRangePredicate`, :class:`FieldValidPredicate`, :class:`LogicalAndPredicate`, :class:`LogicalNotPredicate`, :class:`PredicateComposition` Predicate for triggering the condition value : str, dict, None, :class:`ExprRef` A constant value in visual domain (e.g., ``"red"`` / ``"#0099ff"`` / `gradient definition `__ for color, values between ``0`` to ``1`` for opacity). """ _schema = { "$ref": "#/definitions/ConditionalPredicate>" } def __init__( self, test: Union[str, dict, "SchemaBase", UndefinedType] = Undefined, value: Union[ str, dict, None, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, **kwds, ): super(ConditionalPredicateValueDefstringnullExprRef, self).__init__( test=test, value=value, **kwds ) class Config(VegaLiteSchema): """Config schema wrapper Parameters ---------- arc : dict, :class:`RectConfig` Arc-specific Config area : dict, :class:`AreaConfig` Area-Specific Config aria : bool A boolean flag indicating if ARIA default attributes should be included for marks and guides (SVG output only). If false, the ``"aria-hidden"`` attribute will be set for all guides, removing them from the ARIA accessibility tree and Vega-Lite will not generate default descriptions for marks. **Default value:** ``true``. autosize : dict, :class:`AutosizeType`, :class:`AutoSizeParams`, Literal['pad', 'none', 'fit', 'fit-x', 'fit-y'] How the visualization size should be determined. If a string, should be one of ``"pad"``, ``"fit"`` or ``"none"``. Object values can additionally specify parameters for content sizing and automatic resizing. **Default value** : ``pad`` axis : dict, :class:`AxisConfig` Axis configuration, which determines default properties for all ``x`` and ``y`` `axes `__. For a full list of axis configuration options, please see the `corresponding section of the axis documentation `__. axisBand : dict, :class:`AxisConfig` Config for axes with "band" scales. axisBottom : dict, :class:`AxisConfig` Config for x-axis along the bottom edge of the chart. axisDiscrete : dict, :class:`AxisConfig` Config for axes with "point" or "band" scales. axisLeft : dict, :class:`AxisConfig` Config for y-axis along the left edge of the chart. axisPoint : dict, :class:`AxisConfig` Config for axes with "point" scales. axisQuantitative : dict, :class:`AxisConfig` Config for quantitative axes. axisRight : dict, :class:`AxisConfig` Config for y-axis along the right edge of the chart. axisTemporal : dict, :class:`AxisConfig` Config for temporal axes. axisTop : dict, :class:`AxisConfig` Config for x-axis along the top edge of the chart. axisX : dict, :class:`AxisConfig` X-axis specific config. axisXBand : dict, :class:`AxisConfig` Config for x-axes with "band" scales. axisXDiscrete : dict, :class:`AxisConfig` Config for x-axes with "point" or "band" scales. axisXPoint : dict, :class:`AxisConfig` Config for x-axes with "point" scales. axisXQuantitative : dict, :class:`AxisConfig` Config for x-quantitative axes. axisXTemporal : dict, :class:`AxisConfig` Config for x-temporal axes. axisY : dict, :class:`AxisConfig` Y-axis specific config. axisYBand : dict, :class:`AxisConfig` Config for y-axes with "band" scales. axisYDiscrete : dict, :class:`AxisConfig` Config for y-axes with "point" or "band" scales. axisYPoint : dict, :class:`AxisConfig` Config for y-axes with "point" scales. axisYQuantitative : dict, :class:`AxisConfig` Config for y-quantitative axes. axisYTemporal : dict, :class:`AxisConfig` Config for y-temporal axes. background : str, dict, :class:`Color`, :class:`ExprRef`, :class:`HexColor`, :class:`ColorName`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] CSS color property to use as the background of the entire view. **Default value:** ``"white"`` bar : dict, :class:`BarConfig` Bar-Specific Config boxplot : dict, :class:`BoxPlotConfig` Box Config circle : dict, :class:`MarkConfig` Circle-Specific Config concat : dict, :class:`CompositionConfig` Default configuration for all concatenation and repeat view composition operators ( ``concat``, ``hconcat``, ``vconcat``, and ``repeat`` ) countTitle : str Default axis and legend title for count fields. **Default value:** ``'Count of Records``. customFormatTypes : bool Allow the ``formatType`` property for text marks and guides to accept a custom formatter function `registered as a Vega expression `__. errorband : dict, :class:`ErrorBandConfig` ErrorBand Config errorbar : dict, :class:`ErrorBarConfig` ErrorBar Config facet : dict, :class:`CompositionConfig` Default configuration for the ``facet`` view composition operator fieldTitle : Literal['verbal', 'functional', 'plain'] Defines how Vega-Lite generates title for fields. There are three possible styles: * ``"verbal"`` (Default) - displays function in a verbal style (e.g., "Sum of field", "Year-month of date", "field (binned)"). * ``"function"`` - displays function using parentheses and capitalized texts (e.g., "SUM(field)", "YEARMONTH(date)", "BIN(field)"). * ``"plain"`` - displays only the field name without functions (e.g., "field", "date", "field"). font : str Default font for all text marks, titles, and labels. geoshape : dict, :class:`MarkConfig` Geoshape-Specific Config header : dict, :class:`HeaderConfig` Header configuration, which determines default properties for all `headers `__. For a full list of header configuration options, please see the `corresponding section of in the header documentation `__. headerColumn : dict, :class:`HeaderConfig` Header configuration, which determines default properties for column `headers `__. For a full list of header configuration options, please see the `corresponding section of in the header documentation `__. headerFacet : dict, :class:`HeaderConfig` Header configuration, which determines default properties for non-row/column facet `headers `__. For a full list of header configuration options, please see the `corresponding section of in the header documentation `__. headerRow : dict, :class:`HeaderConfig` Header configuration, which determines default properties for row `headers `__. For a full list of header configuration options, please see the `corresponding section of in the header documentation `__. image : dict, :class:`RectConfig` Image-specific Config legend : dict, :class:`LegendConfig` Legend configuration, which determines default properties for all `legends `__. For a full list of legend configuration options, please see the `corresponding section of in the legend documentation `__. line : dict, :class:`LineConfig` Line-Specific Config lineBreak : str, dict, :class:`ExprRef` A delimiter, such as a newline character, upon which to break text strings into multiple lines. This property provides a global default for text marks, which is overridden by mark or style config settings, and by the lineBreak mark encoding channel. If signal-valued, either string or regular expression (regexp) values are valid. locale : dict, :class:`Locale` Locale definitions for string parsing and formatting of number and date values. The locale object should contain ``number`` and/or ``time`` properties with `locale definitions `__. Locale definitions provided in the config block may be overridden by the View constructor locale option. mark : dict, :class:`MarkConfig` Mark Config normalizedNumberFormat : str If normalizedNumberFormatType is not specified, D3 number format for axis labels, text marks, and tooltips of normalized stacked fields (fields with ``stack: "normalize"`` ). For example ``"s"`` for SI units. Use `D3's number format pattern `__. If ``config.normalizedNumberFormatType`` is specified and ``config.customFormatTypes`` is ``true``, this value will be passed as ``format`` alongside ``datum.value`` to the ``config.numberFormatType`` function. **Default value:** ``%`` normalizedNumberFormatType : str `Custom format type `__ for ``config.normalizedNumberFormat``. **Default value:** ``undefined`` -- This is equilvalent to call D3-format, which is exposed as `format in Vega-Expression `__. **Note:** You must also set ``customFormatTypes`` to ``true`` to use this feature. numberFormat : str If numberFormatType is not specified, D3 number format for guide labels, text marks, and tooltips of non-normalized fields (fields *without* ``stack: "normalize"`` ). For example ``"s"`` for SI units. Use `D3's number format pattern `__. If ``config.numberFormatType`` is specified and ``config.customFormatTypes`` is ``true``, this value will be passed as ``format`` alongside ``datum.value`` to the ``config.numberFormatType`` function. numberFormatType : str `Custom format type `__ for ``config.numberFormat``. **Default value:** ``undefined`` -- This is equilvalent to call D3-format, which is exposed as `format in Vega-Expression `__. **Note:** You must also set ``customFormatTypes`` to ``true`` to use this feature. padding : dict, float, :class:`ExprRef`, :class:`Padding` The default visualization padding, in pixels, from the edge of the visualization canvas to the data rectangle. If a number, specifies padding for all sides. If an object, the value should have the format ``{"left": 5, "top": 5, "right": 5, "bottom": 5}`` to specify padding for each side of the visualization. **Default value** : ``5`` params : Sequence[dict, :class:`TopLevelParameter`, :class:`VariableParameter`, :class:`TopLevelSelectionParameter`] Dynamic variables or selections that parameterize a visualization. point : dict, :class:`MarkConfig` Point-Specific Config projection : dict, :class:`ProjectionConfig` Projection configuration, which determines default properties for all `projections `__. For a full list of projection configuration options, please see the `corresponding section of the projection documentation `__. range : dict, :class:`RangeConfig` An object hash that defines default range arrays or schemes for using with scales. For a full list of scale range configuration options, please see the `corresponding section of the scale documentation `__. rect : dict, :class:`RectConfig` Rect-Specific Config rule : dict, :class:`MarkConfig` Rule-Specific Config scale : dict, :class:`ScaleConfig` Scale configuration determines default properties for all `scales `__. For a full list of scale configuration options, please see the `corresponding section of the scale documentation `__. selection : dict, :class:`SelectionConfig` An object hash for defining default properties for each type of selections. square : dict, :class:`MarkConfig` Square-Specific Config style : dict, :class:`StyleConfigIndex` An object hash that defines key-value mappings to determine default properties for marks with a given `style `__. The keys represent styles names; the values have to be valid `mark configuration objects `__. text : dict, :class:`MarkConfig` Text-Specific Config tick : dict, :class:`TickConfig` Tick-Specific Config timeFormat : str Default time format for raw time values (without time units) in text marks, legend labels and header labels. **Default value:** ``"%b %d, %Y"`` **Note:** Axes automatically determine the format for each label automatically so this config does not affect axes. timeFormatType : str `Custom format type `__ for ``config.timeFormat``. **Default value:** ``undefined`` -- This is equilvalent to call D3-time-format, which is exposed as `timeFormat in Vega-Expression `__. **Note:** You must also set ``customFormatTypes`` to ``true`` and there must *not* be a ``timeUnit`` defined to use this feature. title : dict, :class:`TitleConfig` Title configuration, which determines default properties for all `titles `__. For a full list of title configuration options, please see the `corresponding section of the title documentation `__. tooltipFormat : dict, :class:`FormatConfig` Define `custom format configuration `__ for tooltips. If unspecified, default format config will be applied. trail : dict, :class:`LineConfig` Trail-Specific Config view : dict, :class:`ViewConfig` Default properties for `single view plots `__. """ _schema = {"$ref": "#/definitions/Config"} def __init__( self, arc: Union[dict, "SchemaBase", UndefinedType] = Undefined, area: Union[dict, "SchemaBase", UndefinedType] = Undefined, aria: Union[bool, UndefinedType] = Undefined, autosize: Union[ dict, "SchemaBase", Literal["pad", "none", "fit", "fit-x", "fit-y"], UndefinedType, ] = Undefined, axis: Union[dict, "SchemaBase", UndefinedType] = Undefined, axisBand: Union[dict, "SchemaBase", UndefinedType] = Undefined, axisBottom: Union[dict, "SchemaBase", UndefinedType] = Undefined, axisDiscrete: Union[dict, "SchemaBase", UndefinedType] = Undefined, axisLeft: Union[dict, "SchemaBase", UndefinedType] = Undefined, axisPoint: Union[dict, "SchemaBase", UndefinedType] = Undefined, axisQuantitative: Union[dict, "SchemaBase", UndefinedType] = Undefined, axisRight: Union[dict, "SchemaBase", UndefinedType] = Undefined, axisTemporal: Union[dict, "SchemaBase", UndefinedType] = Undefined, axisTop: Union[dict, "SchemaBase", UndefinedType] = Undefined, axisX: Union[dict, "SchemaBase", UndefinedType] = Undefined, axisXBand: Union[dict, "SchemaBase", UndefinedType] = Undefined, axisXDiscrete: Union[dict, "SchemaBase", UndefinedType] = Undefined, axisXPoint: Union[dict, "SchemaBase", UndefinedType] = Undefined, axisXQuantitative: Union[dict, "SchemaBase", UndefinedType] = Undefined, axisXTemporal: Union[dict, "SchemaBase", UndefinedType] = Undefined, axisY: Union[dict, "SchemaBase", UndefinedType] = Undefined, axisYBand: Union[dict, "SchemaBase", UndefinedType] = Undefined, axisYDiscrete: Union[dict, "SchemaBase", UndefinedType] = Undefined, axisYPoint: Union[dict, "SchemaBase", UndefinedType] = Undefined, axisYQuantitative: Union[dict, "SchemaBase", UndefinedType] = Undefined, axisYTemporal: Union[dict, "SchemaBase", UndefinedType] = Undefined, background: Union[ str, dict, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, bar: Union[dict, "SchemaBase", UndefinedType] = Undefined, boxplot: Union[dict, "SchemaBase", UndefinedType] = Undefined, circle: Union[dict, "SchemaBase", UndefinedType] = Undefined, concat: Union[dict, "SchemaBase", UndefinedType] = Undefined, countTitle: Union[str, UndefinedType] = Undefined, customFormatTypes: Union[bool, UndefinedType] = Undefined, errorband: Union[dict, "SchemaBase", UndefinedType] = Undefined, errorbar: Union[dict, "SchemaBase", UndefinedType] = Undefined, facet: Union[dict, "SchemaBase", UndefinedType] = Undefined, fieldTitle: Union[ Literal["verbal", "functional", "plain"], UndefinedType ] = Undefined, font: Union[str, UndefinedType] = Undefined, geoshape: Union[dict, "SchemaBase", UndefinedType] = Undefined, header: Union[dict, "SchemaBase", UndefinedType] = Undefined, headerColumn: Union[dict, "SchemaBase", UndefinedType] = Undefined, headerFacet: Union[dict, "SchemaBase", UndefinedType] = Undefined, headerRow: Union[dict, "SchemaBase", UndefinedType] = Undefined, image: Union[dict, "SchemaBase", UndefinedType] = Undefined, legend: Union[dict, "SchemaBase", UndefinedType] = Undefined, line: Union[dict, "SchemaBase", UndefinedType] = Undefined, lineBreak: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, locale: Union[dict, "SchemaBase", UndefinedType] = Undefined, mark: Union[dict, "SchemaBase", UndefinedType] = Undefined, normalizedNumberFormat: Union[str, UndefinedType] = Undefined, normalizedNumberFormatType: Union[str, UndefinedType] = Undefined, numberFormat: Union[str, UndefinedType] = Undefined, numberFormatType: Union[str, UndefinedType] = Undefined, padding: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, params: Union[Sequence[Union[dict, "SchemaBase"]], UndefinedType] = Undefined, point: Union[dict, "SchemaBase", UndefinedType] = Undefined, projection: Union[dict, "SchemaBase", UndefinedType] = Undefined, range: Union[dict, "SchemaBase", UndefinedType] = Undefined, rect: Union[dict, "SchemaBase", UndefinedType] = Undefined, rule: Union[dict, "SchemaBase", UndefinedType] = Undefined, scale: Union[dict, "SchemaBase", UndefinedType] = Undefined, selection: Union[dict, "SchemaBase", UndefinedType] = Undefined, square: Union[dict, "SchemaBase", UndefinedType] = Undefined, style: Union[dict, "SchemaBase", UndefinedType] = Undefined, text: Union[dict, "SchemaBase", UndefinedType] = Undefined, tick: Union[dict, "SchemaBase", UndefinedType] = Undefined, timeFormat: Union[str, UndefinedType] = Undefined, timeFormatType: Union[str, UndefinedType] = Undefined, title: Union[dict, "SchemaBase", UndefinedType] = Undefined, tooltipFormat: Union[dict, "SchemaBase", UndefinedType] = Undefined, trail: Union[dict, "SchemaBase", UndefinedType] = Undefined, view: Union[dict, "SchemaBase", UndefinedType] = Undefined, **kwds, ): super(Config, self).__init__( arc=arc, area=area, aria=aria, autosize=autosize, axis=axis, axisBand=axisBand, axisBottom=axisBottom, axisDiscrete=axisDiscrete, axisLeft=axisLeft, axisPoint=axisPoint, axisQuantitative=axisQuantitative, axisRight=axisRight, axisTemporal=axisTemporal, axisTop=axisTop, axisX=axisX, axisXBand=axisXBand, axisXDiscrete=axisXDiscrete, axisXPoint=axisXPoint, axisXQuantitative=axisXQuantitative, axisXTemporal=axisXTemporal, axisY=axisY, axisYBand=axisYBand, axisYDiscrete=axisYDiscrete, axisYPoint=axisYPoint, axisYQuantitative=axisYQuantitative, axisYTemporal=axisYTemporal, background=background, bar=bar, boxplot=boxplot, circle=circle, concat=concat, countTitle=countTitle, customFormatTypes=customFormatTypes, errorband=errorband, errorbar=errorbar, facet=facet, fieldTitle=fieldTitle, font=font, geoshape=geoshape, header=header, headerColumn=headerColumn, headerFacet=headerFacet, headerRow=headerRow, image=image, legend=legend, line=line, lineBreak=lineBreak, locale=locale, mark=mark, normalizedNumberFormat=normalizedNumberFormat, normalizedNumberFormatType=normalizedNumberFormatType, numberFormat=numberFormat, numberFormatType=numberFormatType, padding=padding, params=params, point=point, projection=projection, range=range, rect=rect, rule=rule, scale=scale, selection=selection, square=square, style=style, text=text, tick=tick, timeFormat=timeFormat, timeFormatType=timeFormatType, title=title, tooltipFormat=tooltipFormat, trail=trail, view=view, **kwds, ) class Cursor(VegaLiteSchema): """Cursor schema wrapper""" _schema = {"$ref": "#/definitions/Cursor"} def __init__(self, *args): super(Cursor, self).__init__(*args) class Cyclical(ColorScheme): """Cyclical schema wrapper""" _schema = {"$ref": "#/definitions/Cyclical"} def __init__(self, *args): super(Cyclical, self).__init__(*args) class Data(VegaLiteSchema): """Data schema wrapper""" _schema = {"$ref": "#/definitions/Data"} def __init__(self, *args, **kwds): super(Data, self).__init__(*args, **kwds) class DataFormat(VegaLiteSchema): """DataFormat schema wrapper""" _schema = {"$ref": "#/definitions/DataFormat"} def __init__(self, *args, **kwds): super(DataFormat, self).__init__(*args, **kwds) class CsvDataFormat(DataFormat): """CsvDataFormat schema wrapper Parameters ---------- parse : dict, None, :class:`Parse` If set to ``null``, disable type inference based on the spec and only use type inference based on the data. Alternatively, a parsing directive object can be provided for explicit data types. Each property of the object corresponds to a field name, and the value to the desired data type (one of ``"number"``, ``"boolean"``, ``"date"``, or null (do not parse the field)). For example, ``"parse": {"modified_on": "date"}`` parses the ``modified_on`` field in each input record a Date value. For ``"date"``, we parse data based using JavaScript's `Date.parse() `__. For Specific date formats can be provided (e.g., ``{foo: "date:'%m%d%Y'"}`` ), using the `d3-time-format syntax `__. UTC date format parsing is supported similarly (e.g., ``{foo: "utc:'%m%d%Y'"}`` ). See more about `UTC time `__ type : Literal['csv', 'tsv'] 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. """ _schema = {"$ref": "#/definitions/CsvDataFormat"} def __init__( self, parse: Union[dict, None, "SchemaBase", UndefinedType] = Undefined, type: Union[Literal["csv", "tsv"], UndefinedType] = Undefined, **kwds, ): super(CsvDataFormat, self).__init__(parse=parse, type=type, **kwds) class DataSource(Data): """DataSource schema wrapper""" _schema = {"$ref": "#/definitions/DataSource"} def __init__(self, *args, **kwds): super(DataSource, self).__init__(*args, **kwds) class Datasets(VegaLiteSchema): """Datasets schema wrapper""" _schema = {"$ref": "#/definitions/Datasets"} def __init__(self, **kwds): super(Datasets, self).__init__(**kwds) class Day(VegaLiteSchema): """Day schema wrapper""" _schema = {"$ref": "#/definitions/Day"} def __init__(self, *args): super(Day, self).__init__(*args) class Dict(VegaLiteSchema): """Dict schema wrapper""" _schema = {"$ref": "#/definitions/Dict"} def __init__(self, **kwds): super(Dict, self).__init__(**kwds) class DictInlineDataset(VegaLiteSchema): """DictInlineDataset schema wrapper""" _schema = {"$ref": "#/definitions/Dict"} def __init__(self, **kwds): super(DictInlineDataset, self).__init__(**kwds) class DictSelectionInit(VegaLiteSchema): """DictSelectionInit schema wrapper""" _schema = {"$ref": "#/definitions/Dict"} def __init__(self, **kwds): super(DictSelectionInit, self).__init__(**kwds) class DictSelectionInitInterval(VegaLiteSchema): """DictSelectionInitInterval schema wrapper""" _schema = {"$ref": "#/definitions/Dict"} def __init__(self, **kwds): super(DictSelectionInitInterval, self).__init__(**kwds) class Diverging(ColorScheme): """Diverging schema wrapper""" _schema = {"$ref": "#/definitions/Diverging"} def __init__(self, *args): super(Diverging, self).__init__(*args) class DomainUnionWith(VegaLiteSchema): """DomainUnionWith schema wrapper Parameters ---------- unionWith : Sequence[str, bool, dict, float, :class:`DateTime`] Customized domain values to be union with the field's values or explicitly defined domain. Should be an array of valid scale domain values. """ _schema = {"$ref": "#/definitions/DomainUnionWith"} def __init__( self, unionWith: Union[ Sequence[Union[str, bool, dict, float, "SchemaBase"]], UndefinedType ] = Undefined, **kwds, ): super(DomainUnionWith, self).__init__(unionWith=unionWith, **kwds) class DsvDataFormat(DataFormat): """DsvDataFormat schema wrapper Parameters ---------- delimiter : str The delimiter between records. The delimiter must be a single character (i.e., a single 16-bit code unit); so, ASCII delimiters are fine, but emoji delimiters are not. parse : dict, None, :class:`Parse` If set to ``null``, disable type inference based on the spec and only use type inference based on the data. Alternatively, a parsing directive object can be provided for explicit data types. Each property of the object corresponds to a field name, and the value to the desired data type (one of ``"number"``, ``"boolean"``, ``"date"``, or null (do not parse the field)). For example, ``"parse": {"modified_on": "date"}`` parses the ``modified_on`` field in each input record a Date value. For ``"date"``, we parse data based using JavaScript's `Date.parse() `__. For Specific date formats can be provided (e.g., ``{foo: "date:'%m%d%Y'"}`` ), using the `d3-time-format syntax `__. UTC date format parsing is supported similarly (e.g., ``{foo: "utc:'%m%d%Y'"}`` ). See more about `UTC time `__ type : str 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. """ _schema = {"$ref": "#/definitions/DsvDataFormat"} def __init__( self, delimiter: Union[str, UndefinedType] = Undefined, parse: Union[dict, None, "SchemaBase", UndefinedType] = Undefined, type: Union[str, UndefinedType] = Undefined, **kwds, ): super(DsvDataFormat, self).__init__( delimiter=delimiter, parse=parse, type=type, **kwds ) class Element(VegaLiteSchema): """Element schema wrapper""" _schema = {"$ref": "#/definitions/Element"} def __init__(self, *args): super(Element, self).__init__(*args) class Encoding(VegaLiteSchema): """Encoding schema wrapper Parameters ---------- angle : dict, :class:`NumericMarkPropDef`, :class:`FieldOrDatumDefWithConditionDatumDefnumber`, :class:`FieldOrDatumDefWithConditionMarkPropFieldDefnumber`, :class:`ValueDefWithConditionMarkPropFieldOrDatumDefnumber` Rotation angle of point and text marks. color : dict, :class:`ColorDef`, :class:`FieldOrDatumDefWithConditionDatumDefGradientstringnull`, :class:`FieldOrDatumDefWithConditionMarkPropFieldDefGradientstringnull`, :class:`ValueDefWithConditionMarkPropFieldOrDatumDefGradientstringnull` Color of the marks – either fill or stroke color based on the ``filled`` property of mark definition. By default, ``color`` represents fill color for ``"area"``, ``"bar"``, ``"tick"``, ``"text"``, ``"trail"``, ``"circle"``, and ``"square"`` / stroke color for ``"line"`` and ``"point"``. **Default value:** If undefined, the default color depends on `mark config `__ 's ``color`` property. *Note:* 1) For fine-grained control over both fill and stroke colors of the marks, please use the ``fill`` and ``stroke`` channels. The ``fill`` or ``stroke`` encodings have higher precedence than ``color``, thus may override the ``color`` encoding if conflicting encodings are specified. 2) See the scale documentation for more information about customizing `color scheme `__. description : dict, :class:`StringFieldDefWithCondition`, :class:`StringValueDefWithCondition` A text description of this mark for ARIA accessibility (SVG output only). For SVG output the ``"aria-label"`` attribute will be set to this description. detail : dict, :class:`FieldDefWithoutScale`, Sequence[dict, :class:`FieldDefWithoutScale`] Additional levels of detail for grouping data in aggregate views and in line, trail, and area marks without mapping data to a specific visual channel. fill : dict, :class:`ColorDef`, :class:`FieldOrDatumDefWithConditionDatumDefGradientstringnull`, :class:`FieldOrDatumDefWithConditionMarkPropFieldDefGradientstringnull`, :class:`ValueDefWithConditionMarkPropFieldOrDatumDefGradientstringnull` Fill color of the marks. **Default value:** If undefined, the default color depends on `mark config `__ 's ``color`` property. *Note:* The ``fill`` encoding has higher precedence than ``color``, thus may override the ``color`` encoding if conflicting encodings are specified. fillOpacity : dict, :class:`NumericMarkPropDef`, :class:`FieldOrDatumDefWithConditionDatumDefnumber`, :class:`FieldOrDatumDefWithConditionMarkPropFieldDefnumber`, :class:`ValueDefWithConditionMarkPropFieldOrDatumDefnumber` Fill opacity of the marks. **Default value:** If undefined, the default opacity depends on `mark config `__ 's ``fillOpacity`` property. href : dict, :class:`StringFieldDefWithCondition`, :class:`StringValueDefWithCondition` A URL to load upon mouse click. key : dict, :class:`FieldDefWithoutScale` A data field to use as a unique key for data binding. When a visualization’s data is updated, the key value will be used to match data elements to existing mark instances. Use a key channel to enable object constancy for transitions over dynamic data. latitude : dict, :class:`DatumDef`, :class:`LatLongDef`, :class:`LatLongFieldDef` Latitude position of geographically projected marks. latitude2 : dict, :class:`DatumDef`, :class:`Position2Def`, :class:`PositionValueDef`, :class:`SecondaryFieldDef` Latitude-2 position for geographically projected ranged ``"area"``, ``"bar"``, ``"rect"``, and ``"rule"``. longitude : dict, :class:`DatumDef`, :class:`LatLongDef`, :class:`LatLongFieldDef` Longitude position of geographically projected marks. longitude2 : dict, :class:`DatumDef`, :class:`Position2Def`, :class:`PositionValueDef`, :class:`SecondaryFieldDef` Longitude-2 position for geographically projected ranged ``"area"``, ``"bar"``, ``"rect"``, and ``"rule"``. opacity : dict, :class:`NumericMarkPropDef`, :class:`FieldOrDatumDefWithConditionDatumDefnumber`, :class:`FieldOrDatumDefWithConditionMarkPropFieldDefnumber`, :class:`ValueDefWithConditionMarkPropFieldOrDatumDefnumber` Opacity of the marks. **Default value:** If undefined, the default opacity depends on `mark config `__ 's ``opacity`` property. order : dict, :class:`OrderOnlyDef`, :class:`OrderFieldDef`, :class:`OrderValueDef`, Sequence[dict, :class:`OrderFieldDef`] Order of the marks. * For stacked marks, this ``order`` channel encodes `stack order `__. * For line and trail marks, this ``order`` channel encodes order of data points in the lines. This can be useful for creating `a connected scatterplot `__. Setting ``order`` to ``{"value": null}`` makes the line marks use the original order in the data sources. * Otherwise, this ``order`` channel encodes layer order of the marks. **Note** : In aggregate plots, ``order`` field should be ``aggregate`` d to avoid creating additional aggregation grouping. radius : dict, :class:`PolarDef`, :class:`PositionValueDef`, :class:`PositionDatumDefBase`, :class:`PositionFieldDefBase` The outer radius in pixels of arc marks. radius2 : dict, :class:`DatumDef`, :class:`Position2Def`, :class:`PositionValueDef`, :class:`SecondaryFieldDef` The inner radius in pixels of arc marks. shape : dict, :class:`ShapeDef`, :class:`FieldOrDatumDefWithConditionDatumDefstringnull`, :class:`FieldOrDatumDefWithConditionMarkPropFieldDefTypeForShapestringnull`, :class:`ValueDefWithConditionMarkPropFieldOrDatumDefTypeForShapestringnull` Shape of the mark. #. For ``point`` marks the supported values include: - plotting shapes: ``"circle"``, ``"square"``, ``"cross"``, ``"diamond"``, ``"triangle-up"``, ``"triangle-down"``, ``"triangle-right"``, or ``"triangle-left"``. - the line symbol ``"stroke"`` - centered directional shapes ``"arrow"``, ``"wedge"``, or ``"triangle"`` - a custom `SVG path string `__ (For correct sizing, custom shape paths should be defined within a square bounding box with coordinates ranging from -1 to 1 along both the x and y dimensions.) #. For ``geoshape`` marks it should be a field definition of the geojson data **Default value:** If undefined, the default shape depends on `mark config `__ 's ``shape`` property. ( ``"circle"`` if unset.) size : dict, :class:`NumericMarkPropDef`, :class:`FieldOrDatumDefWithConditionDatumDefnumber`, :class:`FieldOrDatumDefWithConditionMarkPropFieldDefnumber`, :class:`ValueDefWithConditionMarkPropFieldOrDatumDefnumber` Size of the mark. * For ``"point"``, ``"square"`` and ``"circle"``, – the symbol size, or pixel area of the mark. * For ``"bar"`` and ``"tick"`` – the bar and tick's size. * For ``"text"`` – the text's font size. * Size is unsupported for ``"line"``, ``"area"``, and ``"rect"``. (Use ``"trail"`` instead of line with varying size) stroke : dict, :class:`ColorDef`, :class:`FieldOrDatumDefWithConditionDatumDefGradientstringnull`, :class:`FieldOrDatumDefWithConditionMarkPropFieldDefGradientstringnull`, :class:`ValueDefWithConditionMarkPropFieldOrDatumDefGradientstringnull` Stroke color of the marks. **Default value:** If undefined, the default color depends on `mark config `__ 's ``color`` property. *Note:* The ``stroke`` encoding has higher precedence than ``color``, thus may override the ``color`` encoding if conflicting encodings are specified. strokeDash : dict, :class:`NumericArrayMarkPropDef`, :class:`FieldOrDatumDefWithConditionDatumDefnumberArray`, :class:`FieldOrDatumDefWithConditionMarkPropFieldDefnumberArray`, :class:`ValueDefWithConditionMarkPropFieldOrDatumDefnumberArray` Stroke dash of the marks. **Default value:** ``[1,0]`` (No dash). strokeOpacity : dict, :class:`NumericMarkPropDef`, :class:`FieldOrDatumDefWithConditionDatumDefnumber`, :class:`FieldOrDatumDefWithConditionMarkPropFieldDefnumber`, :class:`ValueDefWithConditionMarkPropFieldOrDatumDefnumber` Stroke opacity of the marks. **Default value:** If undefined, the default opacity depends on `mark config `__ 's ``strokeOpacity`` property. strokeWidth : dict, :class:`NumericMarkPropDef`, :class:`FieldOrDatumDefWithConditionDatumDefnumber`, :class:`FieldOrDatumDefWithConditionMarkPropFieldDefnumber`, :class:`ValueDefWithConditionMarkPropFieldOrDatumDefnumber` Stroke width of the marks. **Default value:** If undefined, the default stroke width depends on `mark config `__ 's ``strokeWidth`` property. text : dict, :class:`TextDef`, :class:`ValueDefWithConditionStringFieldDefText`, :class:`FieldOrDatumDefWithConditionStringDatumDefText`, :class:`FieldOrDatumDefWithConditionStringFieldDefText` Text of the ``text`` mark. theta : dict, :class:`PolarDef`, :class:`PositionValueDef`, :class:`PositionDatumDefBase`, :class:`PositionFieldDefBase` For arc marks, the arc length in radians if theta2 is not specified, otherwise the start arc angle. (A value of 0 indicates up or “north”, increasing values proceed clockwise.) For text marks, polar coordinate angle in radians. theta2 : dict, :class:`DatumDef`, :class:`Position2Def`, :class:`PositionValueDef`, :class:`SecondaryFieldDef` The end angle of arc marks in radians. A value of 0 indicates up or “north”, increasing values proceed clockwise. tooltip : dict, None, :class:`StringFieldDefWithCondition`, :class:`StringValueDefWithCondition`, Sequence[dict, :class:`StringFieldDef`] The tooltip text to show upon mouse hover. Specifying ``tooltip`` encoding overrides `the tooltip property in the mark definition `__. See the `tooltip `__ documentation for a detailed discussion about tooltip in Vega-Lite. url : dict, :class:`StringFieldDefWithCondition`, :class:`StringValueDefWithCondition` The URL of an image mark. x : dict, :class:`PositionDef`, :class:`PositionDatumDef`, :class:`PositionFieldDef`, :class:`PositionValueDef` X coordinates of the marks, or width of horizontal ``"bar"`` and ``"area"`` without specified ``x2`` or ``width``. The ``value`` of this channel can be a number or a string ``"width"`` for the width of the plot. x2 : dict, :class:`DatumDef`, :class:`Position2Def`, :class:`PositionValueDef`, :class:`SecondaryFieldDef` X2 coordinates for ranged ``"area"``, ``"bar"``, ``"rect"``, and ``"rule"``. The ``value`` of this channel can be a number or a string ``"width"`` for the width of the plot. xError : dict, :class:`ValueDefnumber`, :class:`SecondaryFieldDef` Error value of x coordinates for error specified ``"errorbar"`` and ``"errorband"``. xError2 : dict, :class:`ValueDefnumber`, :class:`SecondaryFieldDef` Secondary error value of x coordinates for error specified ``"errorbar"`` and ``"errorband"``. xOffset : dict, :class:`OffsetDef`, :class:`ScaleDatumDef`, :class:`ScaleFieldDef`, :class:`ValueDefnumber` Offset of x-position of the marks y : dict, :class:`PositionDef`, :class:`PositionDatumDef`, :class:`PositionFieldDef`, :class:`PositionValueDef` Y coordinates of the marks, or height of vertical ``"bar"`` and ``"area"`` without specified ``y2`` or ``height``. The ``value`` of this channel can be a number or a string ``"height"`` for the height of the plot. y2 : dict, :class:`DatumDef`, :class:`Position2Def`, :class:`PositionValueDef`, :class:`SecondaryFieldDef` Y2 coordinates for ranged ``"area"``, ``"bar"``, ``"rect"``, and ``"rule"``. The ``value`` of this channel can be a number or a string ``"height"`` for the height of the plot. yError : dict, :class:`ValueDefnumber`, :class:`SecondaryFieldDef` Error value of y coordinates for error specified ``"errorbar"`` and ``"errorband"``. yError2 : dict, :class:`ValueDefnumber`, :class:`SecondaryFieldDef` Secondary error value of y coordinates for error specified ``"errorbar"`` and ``"errorband"``. yOffset : dict, :class:`OffsetDef`, :class:`ScaleDatumDef`, :class:`ScaleFieldDef`, :class:`ValueDefnumber` Offset of y-position of the marks """ _schema = {"$ref": "#/definitions/Encoding"} def __init__( self, angle: Union[dict, "SchemaBase", UndefinedType] = Undefined, color: Union[dict, "SchemaBase", UndefinedType] = Undefined, description: Union[dict, "SchemaBase", UndefinedType] = Undefined, detail: Union[ dict, "SchemaBase", Sequence[Union[dict, "SchemaBase"]], UndefinedType ] = Undefined, fill: Union[dict, "SchemaBase", UndefinedType] = Undefined, fillOpacity: Union[dict, "SchemaBase", UndefinedType] = Undefined, href: Union[dict, "SchemaBase", UndefinedType] = Undefined, key: Union[dict, "SchemaBase", UndefinedType] = Undefined, latitude: Union[dict, "SchemaBase", UndefinedType] = Undefined, latitude2: Union[dict, "SchemaBase", UndefinedType] = Undefined, longitude: Union[dict, "SchemaBase", UndefinedType] = Undefined, longitude2: Union[dict, "SchemaBase", UndefinedType] = Undefined, opacity: Union[dict, "SchemaBase", UndefinedType] = Undefined, order: Union[ dict, "SchemaBase", Sequence[Union[dict, "SchemaBase"]], UndefinedType ] = Undefined, radius: Union[dict, "SchemaBase", UndefinedType] = Undefined, radius2: Union[dict, "SchemaBase", UndefinedType] = Undefined, shape: Union[dict, "SchemaBase", UndefinedType] = Undefined, size: Union[dict, "SchemaBase", UndefinedType] = Undefined, stroke: Union[dict, "SchemaBase", UndefinedType] = Undefined, strokeDash: Union[dict, "SchemaBase", UndefinedType] = Undefined, strokeOpacity: Union[dict, "SchemaBase", UndefinedType] = Undefined, strokeWidth: Union[dict, "SchemaBase", UndefinedType] = Undefined, text: Union[dict, "SchemaBase", UndefinedType] = Undefined, theta: Union[dict, "SchemaBase", UndefinedType] = Undefined, theta2: Union[dict, "SchemaBase", UndefinedType] = Undefined, tooltip: Union[ dict, None, "SchemaBase", Sequence[Union[dict, "SchemaBase"]], UndefinedType ] = Undefined, url: Union[dict, "SchemaBase", UndefinedType] = Undefined, x: Union[dict, "SchemaBase", UndefinedType] = Undefined, x2: Union[dict, "SchemaBase", UndefinedType] = Undefined, xError: Union[dict, "SchemaBase", UndefinedType] = Undefined, xError2: Union[dict, "SchemaBase", UndefinedType] = Undefined, xOffset: Union[dict, "SchemaBase", UndefinedType] = Undefined, y: Union[dict, "SchemaBase", UndefinedType] = Undefined, y2: Union[dict, "SchemaBase", UndefinedType] = Undefined, yError: Union[dict, "SchemaBase", UndefinedType] = Undefined, yError2: Union[dict, "SchemaBase", UndefinedType] = Undefined, yOffset: Union[dict, "SchemaBase", UndefinedType] = Undefined, **kwds, ): super(Encoding, self).__init__( angle=angle, color=color, description=description, detail=detail, fill=fill, fillOpacity=fillOpacity, href=href, key=key, latitude=latitude, latitude2=latitude2, longitude=longitude, longitude2=longitude2, opacity=opacity, order=order, radius=radius, radius2=radius2, shape=shape, size=size, stroke=stroke, strokeDash=strokeDash, strokeOpacity=strokeOpacity, strokeWidth=strokeWidth, text=text, theta=theta, theta2=theta2, tooltip=tooltip, url=url, x=x, x2=x2, xError=xError, xError2=xError2, xOffset=xOffset, y=y, y2=y2, yError=yError, yError2=yError2, yOffset=yOffset, **kwds, ) class ErrorBand(CompositeMark): """ErrorBand schema wrapper""" _schema = {"$ref": "#/definitions/ErrorBand"} def __init__(self, *args): super(ErrorBand, self).__init__(*args) class ErrorBandConfig(VegaLiteSchema): """ErrorBandConfig schema wrapper Parameters ---------- band : bool, dict, :class:`BarConfig`, :class:`AreaConfig`, :class:`LineConfig`, :class:`MarkConfig`, :class:`RectConfig`, :class:`TickConfig`, :class:`AnyMarkConfig` borders : bool, dict, :class:`BarConfig`, :class:`AreaConfig`, :class:`LineConfig`, :class:`MarkConfig`, :class:`RectConfig`, :class:`TickConfig`, :class:`AnyMarkConfig` extent : :class:`ErrorBarExtent`, Literal['ci', 'iqr', 'stderr', 'stdev'] The extent of the band. Available options include: * ``"ci"`` : Extend the band to the confidence interval of the mean. * ``"stderr"`` : The size of band are set to the value of standard error, extending from the mean. * ``"stdev"`` : The size of band are set to the value of standard deviation, extending from the mean. * ``"iqr"`` : Extend the band to the q1 and q3. **Default value:** ``"stderr"``. interpolate : :class:`Interpolate`, Literal['basis', 'basis-open', 'basis-closed', 'bundle', 'cardinal', 'cardinal-open', 'cardinal-closed', 'catmull-rom', 'linear', 'linear-closed', 'monotone', 'natural', 'step', 'step-before', 'step-after'] The line interpolation method for the error band. One of the following: * ``"linear"`` : piecewise linear segments, as in a polyline. * ``"linear-closed"`` : close the linear segments to form a polygon. * ``"step"`` : a piecewise constant function (a step function) consisting of alternating horizontal and vertical lines. The y-value changes at the midpoint of each pair of adjacent x-values. * ``"step-before"`` : a piecewise constant function (a step function) consisting of alternating horizontal and vertical lines. The y-value changes before the x-value. * ``"step-after"`` : a piecewise constant function (a step function) consisting of alternating horizontal and vertical lines. The y-value changes after the x-value. * ``"basis"`` : a B-spline, with control point duplication on the ends. * ``"basis-open"`` : an open B-spline; may not intersect the start or end. * ``"basis-closed"`` : a closed B-spline, as in a loop. * ``"cardinal"`` : a Cardinal spline, with control point duplication on the ends. * ``"cardinal-open"`` : an open Cardinal spline; may not intersect the start or end, but will intersect other control points. * ``"cardinal-closed"`` : a closed Cardinal spline, as in a loop. * ``"bundle"`` : equivalent to basis, except the tension parameter is used to straighten the spline. * ``"monotone"`` : cubic interpolation that preserves monotonicity in y. tension : float The tension parameter for the interpolation type of the error band. """ _schema = {"$ref": "#/definitions/ErrorBandConfig"} def __init__( self, band: Union[bool, dict, "SchemaBase", UndefinedType] = Undefined, borders: Union[bool, dict, "SchemaBase", UndefinedType] = Undefined, extent: Union[ "SchemaBase", Literal["ci", "iqr", "stderr", "stdev"], UndefinedType ] = Undefined, interpolate: Union[ "SchemaBase", Literal[ "basis", "basis-open", "basis-closed", "bundle", "cardinal", "cardinal-open", "cardinal-closed", "catmull-rom", "linear", "linear-closed", "monotone", "natural", "step", "step-before", "step-after", ], UndefinedType, ] = Undefined, tension: Union[float, UndefinedType] = Undefined, **kwds, ): super(ErrorBandConfig, self).__init__( band=band, borders=borders, extent=extent, interpolate=interpolate, tension=tension, **kwds, ) class ErrorBandDef(CompositeMarkDef): """ErrorBandDef schema wrapper Parameters ---------- type : str, :class:`ErrorBand` The mark type. This could a primitive mark type (one of ``"bar"``, ``"circle"``, ``"square"``, ``"tick"``, ``"line"``, ``"area"``, ``"point"``, ``"geoshape"``, ``"rule"``, and ``"text"`` ) or a composite mark type ( ``"boxplot"``, ``"errorband"``, ``"errorbar"`` ). band : bool, dict, :class:`BarConfig`, :class:`AreaConfig`, :class:`LineConfig`, :class:`MarkConfig`, :class:`RectConfig`, :class:`TickConfig`, :class:`AnyMarkConfig` borders : bool, dict, :class:`BarConfig`, :class:`AreaConfig`, :class:`LineConfig`, :class:`MarkConfig`, :class:`RectConfig`, :class:`TickConfig`, :class:`AnyMarkConfig` clip : bool Whether a composite mark be clipped to the enclosing group’s width and height. color : str, dict, :class:`Color`, :class:`ExprRef`, :class:`Gradient`, :class:`HexColor`, :class:`ColorName`, :class:`LinearGradient`, :class:`RadialGradient`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] Default color. **Default value:** :raw-html:`■` ``"#4682b4"`` **Note:** * This property cannot be used in a `style config `__. * The ``fill`` and ``stroke`` properties have higher precedence than ``color`` and will override ``color``. extent : :class:`ErrorBarExtent`, Literal['ci', 'iqr', 'stderr', 'stdev'] The extent of the band. Available options include: * ``"ci"`` : Extend the band to the confidence interval of the mean. * ``"stderr"`` : The size of band are set to the value of standard error, extending from the mean. * ``"stdev"`` : The size of band are set to the value of standard deviation, extending from the mean. * ``"iqr"`` : Extend the band to the q1 and q3. **Default value:** ``"stderr"``. interpolate : :class:`Interpolate`, Literal['basis', 'basis-open', 'basis-closed', 'bundle', 'cardinal', 'cardinal-open', 'cardinal-closed', 'catmull-rom', 'linear', 'linear-closed', 'monotone', 'natural', 'step', 'step-before', 'step-after'] The line interpolation method for the error band. One of the following: * ``"linear"`` : piecewise linear segments, as in a polyline. * ``"linear-closed"`` : close the linear segments to form a polygon. * ``"step"`` : a piecewise constant function (a step function) consisting of alternating horizontal and vertical lines. The y-value changes at the midpoint of each pair of adjacent x-values. * ``"step-before"`` : a piecewise constant function (a step function) consisting of alternating horizontal and vertical lines. The y-value changes before the x-value. * ``"step-after"`` : a piecewise constant function (a step function) consisting of alternating horizontal and vertical lines. The y-value changes after the x-value. * ``"basis"`` : a B-spline, with control point duplication on the ends. * ``"basis-open"`` : an open B-spline; may not intersect the start or end. * ``"basis-closed"`` : a closed B-spline, as in a loop. * ``"cardinal"`` : a Cardinal spline, with control point duplication on the ends. * ``"cardinal-open"`` : an open Cardinal spline; may not intersect the start or end, but will intersect other control points. * ``"cardinal-closed"`` : a closed Cardinal spline, as in a loop. * ``"bundle"`` : equivalent to basis, except the tension parameter is used to straighten the spline. * ``"monotone"`` : cubic interpolation that preserves monotonicity in y. opacity : float The opacity (value between [0,1]) of the mark. orient : :class:`Orientation`, Literal['horizontal', 'vertical'] Orientation of the error band. This is normally automatically determined, but can be specified when the orientation is ambiguous and cannot be automatically determined. tension : float The tension parameter for the interpolation type of the error band. """ _schema = {"$ref": "#/definitions/ErrorBandDef"} def __init__( self, type: Union[str, "SchemaBase", UndefinedType] = Undefined, band: Union[bool, dict, "SchemaBase", UndefinedType] = Undefined, borders: Union[bool, dict, "SchemaBase", UndefinedType] = Undefined, clip: Union[bool, UndefinedType] = Undefined, color: Union[ str, dict, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, extent: Union[ "SchemaBase", Literal["ci", "iqr", "stderr", "stdev"], UndefinedType ] = Undefined, interpolate: Union[ "SchemaBase", Literal[ "basis", "basis-open", "basis-closed", "bundle", "cardinal", "cardinal-open", "cardinal-closed", "catmull-rom", "linear", "linear-closed", "monotone", "natural", "step", "step-before", "step-after", ], UndefinedType, ] = Undefined, opacity: Union[float, UndefinedType] = Undefined, orient: Union[ "SchemaBase", Literal["horizontal", "vertical"], UndefinedType ] = Undefined, tension: Union[float, UndefinedType] = Undefined, **kwds, ): super(ErrorBandDef, self).__init__( type=type, band=band, borders=borders, clip=clip, color=color, extent=extent, interpolate=interpolate, opacity=opacity, orient=orient, tension=tension, **kwds, ) class ErrorBar(CompositeMark): """ErrorBar schema wrapper""" _schema = {"$ref": "#/definitions/ErrorBar"} def __init__(self, *args): super(ErrorBar, self).__init__(*args) class ErrorBarConfig(VegaLiteSchema): """ErrorBarConfig schema wrapper Parameters ---------- extent : :class:`ErrorBarExtent`, Literal['ci', 'iqr', 'stderr', 'stdev'] The extent of the rule. Available options include: * ``"ci"`` : Extend the rule to the confidence interval of the mean. * ``"stderr"`` : The size of rule are set to the value of standard error, extending from the mean. * ``"stdev"`` : The size of rule are set to the value of standard deviation, extending from the mean. * ``"iqr"`` : Extend the rule to the q1 and q3. **Default value:** ``"stderr"``. rule : bool, dict, :class:`BarConfig`, :class:`AreaConfig`, :class:`LineConfig`, :class:`MarkConfig`, :class:`RectConfig`, :class:`TickConfig`, :class:`AnyMarkConfig` size : float Size of the ticks of an error bar thickness : float Thickness of the ticks and the bar of an error bar ticks : bool, dict, :class:`BarConfig`, :class:`AreaConfig`, :class:`LineConfig`, :class:`MarkConfig`, :class:`RectConfig`, :class:`TickConfig`, :class:`AnyMarkConfig` """ _schema = {"$ref": "#/definitions/ErrorBarConfig"} def __init__( self, extent: Union[ "SchemaBase", Literal["ci", "iqr", "stderr", "stdev"], UndefinedType ] = Undefined, rule: Union[bool, dict, "SchemaBase", UndefinedType] = Undefined, size: Union[float, UndefinedType] = Undefined, thickness: Union[float, UndefinedType] = Undefined, ticks: Union[bool, dict, "SchemaBase", UndefinedType] = Undefined, **kwds, ): super(ErrorBarConfig, self).__init__( extent=extent, rule=rule, size=size, thickness=thickness, ticks=ticks, **kwds, ) class ErrorBarDef(CompositeMarkDef): """ErrorBarDef schema wrapper Parameters ---------- type : str, :class:`ErrorBar` The mark type. This could a primitive mark type (one of ``"bar"``, ``"circle"``, ``"square"``, ``"tick"``, ``"line"``, ``"area"``, ``"point"``, ``"geoshape"``, ``"rule"``, and ``"text"`` ) or a composite mark type ( ``"boxplot"``, ``"errorband"``, ``"errorbar"`` ). clip : bool Whether a composite mark be clipped to the enclosing group’s width and height. color : str, dict, :class:`Color`, :class:`ExprRef`, :class:`Gradient`, :class:`HexColor`, :class:`ColorName`, :class:`LinearGradient`, :class:`RadialGradient`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] Default color. **Default value:** :raw-html:`■` ``"#4682b4"`` **Note:** * This property cannot be used in a `style config `__. * The ``fill`` and ``stroke`` properties have higher precedence than ``color`` and will override ``color``. extent : :class:`ErrorBarExtent`, Literal['ci', 'iqr', 'stderr', 'stdev'] The extent of the rule. Available options include: * ``"ci"`` : Extend the rule to the confidence interval of the mean. * ``"stderr"`` : The size of rule are set to the value of standard error, extending from the mean. * ``"stdev"`` : The size of rule are set to the value of standard deviation, extending from the mean. * ``"iqr"`` : Extend the rule to the q1 and q3. **Default value:** ``"stderr"``. opacity : float The opacity (value between [0,1]) of the mark. orient : :class:`Orientation`, Literal['horizontal', 'vertical'] Orientation of the error bar. This is normally automatically determined, but can be specified when the orientation is ambiguous and cannot be automatically determined. rule : bool, dict, :class:`BarConfig`, :class:`AreaConfig`, :class:`LineConfig`, :class:`MarkConfig`, :class:`RectConfig`, :class:`TickConfig`, :class:`AnyMarkConfig` size : float Size of the ticks of an error bar thickness : float Thickness of the ticks and the bar of an error bar ticks : bool, dict, :class:`BarConfig`, :class:`AreaConfig`, :class:`LineConfig`, :class:`MarkConfig`, :class:`RectConfig`, :class:`TickConfig`, :class:`AnyMarkConfig` """ _schema = {"$ref": "#/definitions/ErrorBarDef"} def __init__( self, type: Union[str, "SchemaBase", UndefinedType] = Undefined, clip: Union[bool, UndefinedType] = Undefined, color: Union[ str, dict, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, extent: Union[ "SchemaBase", Literal["ci", "iqr", "stderr", "stdev"], UndefinedType ] = Undefined, opacity: Union[float, UndefinedType] = Undefined, orient: Union[ "SchemaBase", Literal["horizontal", "vertical"], UndefinedType ] = Undefined, rule: Union[bool, dict, "SchemaBase", UndefinedType] = Undefined, size: Union[float, UndefinedType] = Undefined, thickness: Union[float, UndefinedType] = Undefined, ticks: Union[bool, dict, "SchemaBase", UndefinedType] = Undefined, **kwds, ): super(ErrorBarDef, self).__init__( type=type, clip=clip, color=color, extent=extent, opacity=opacity, orient=orient, rule=rule, size=size, thickness=thickness, ticks=ticks, **kwds, ) class ErrorBarExtent(VegaLiteSchema): """ErrorBarExtent schema wrapper""" _schema = {"$ref": "#/definitions/ErrorBarExtent"} def __init__(self, *args): super(ErrorBarExtent, self).__init__(*args) class Expr(VegaLiteSchema): """Expr schema wrapper""" _schema = {"$ref": "#/definitions/Expr"} def __init__(self, *args): super(Expr, self).__init__(*args) class ExprRef(VegaLiteSchema): """ExprRef schema wrapper Parameters ---------- expr : str Vega expression (which can refer to Vega-Lite parameters). """ _schema = {"$ref": "#/definitions/ExprRef"} def __init__(self, expr: Union[str, UndefinedType] = Undefined, **kwds): super(ExprRef, self).__init__(expr=expr, **kwds) class FacetEncodingFieldDef(VegaLiteSchema): """FacetEncodingFieldDef schema wrapper Parameters ---------- shorthand : str, dict, Sequence[str], :class:`RepeatRef` shorthand for field, aggregate, and type aggregate : dict, :class:`Aggregate`, :class:`ArgmaxDef`, :class:`ArgminDef`, :class:`NonArgAggregateOp`, Literal['average', 'count', 'distinct', 'max', 'mean', 'median', 'min', 'missing', 'product', 'q1', 'q3', 'ci0', 'ci1', 'stderr', 'stdev', 'stdevp', 'sum', 'valid', 'values', 'variance', 'variancep', 'exponential', 'exponentialb'] Aggregation function for the field (e.g., ``"mean"``, ``"sum"``, ``"median"``, ``"min"``, ``"max"``, ``"count"`` ). **Default value:** ``undefined`` (None) **See also:** `aggregate `__ documentation. align : dict, :class:`LayoutAlign`, :class:`RowColLayoutAlign`, Literal['all', 'each', 'none'] The alignment to apply to grid rows and columns. The supported string values are ``"all"``, ``"each"``, and ``"none"``. * For ``"none"``, a flow layout will be used, in which adjacent subviews are simply placed one after the other. * For ``"each"``, subviews will be aligned into a clean grid structure, but each row or column may be of variable size. * For ``"all"``, subviews will be aligned and each row or column will be sized identically based on the maximum observed size. String values for this property will be applied to both grid rows and columns. Alternatively, an object value of the form ``{"row": string, "column": string}`` can be used to supply different alignments for rows and columns. **Default value:** ``"all"``. bandPosition : float Relative position on a band of a stacked, binned, time unit, or band scale. For example, the marks will be positioned at the beginning of the band if set to ``0``, and at the middle of the band if set to ``0.5``. bin : bool, dict, None, :class:`BinParams` A flag for binning a ``quantitative`` field, `an object defining binning parameters `__, or indicating that the data for ``x`` or ``y`` channel are binned before they are imported into Vega-Lite ( ``"binned"`` ). If ``true``, default `binning parameters `__ will be applied. If ``"binned"``, this indicates that the data for the ``x`` (or ``y`` ) channel are already binned. You can map the bin-start field to ``x`` (or ``y`` ) and the bin-end field to ``x2`` (or ``y2`` ). The scale and axis will be formatted similar to binning in Vega-Lite. To adjust the axis ticks based on the bin step, you can also set the axis's `tickMinStep `__ property. **Default value:** ``false`` **See also:** `bin `__ documentation. bounds : Literal['full', 'flush'] The bounds calculation method to use for determining the extent of a sub-plot. One of ``full`` (the default) or ``flush``. * If set to ``full``, the entire calculated bounds (including axes, title, and legend) will be used. * If set to ``flush``, only the specified width and height values for the sub-view will be used. The ``flush`` setting can be useful when attempting to place sub-plots without axes or legends into a uniform grid structure. **Default value:** ``"full"`` center : bool, dict, :class:`RowColboolean` Boolean flag indicating if subviews should be centered relative to their respective rows or columns. An object value of the form ``{"row": boolean, "column": boolean}`` can be used to supply different centering values for rows and columns. **Default value:** ``false`` columns : float The number of columns to include in the view composition layout. **Default value** : ``undefined`` -- An infinite number of columns (a single row) will be assumed. This is equivalent to ``hconcat`` (for ``concat`` ) and to using the ``column`` channel (for ``facet`` and ``repeat`` ). **Note** : 1) This property is only for: * the general (wrappable) ``concat`` operator (not ``hconcat`` / ``vconcat`` ) * the ``facet`` and ``repeat`` operator with one field/repetition definition (without row/column nesting) 2) Setting the ``columns`` to ``1`` is equivalent to ``vconcat`` (for ``concat`` ) and to using the ``row`` channel (for ``facet`` and ``repeat`` ). field : str, dict, :class:`Field`, :class:`FieldName`, :class:`RepeatRef` **Required.** A string defining the name of the field from which to pull a data value or an object defining iterated values from the `repeat `__ operator. **See also:** `field `__ documentation. **Notes:** 1) Dots ( ``.`` ) and brackets ( ``[`` and ``]`` ) can be used to access nested objects (e.g., ``"field": "foo.bar"`` and ``"field": "foo['bar']"`` ). If field names contain dots or brackets but are not nested, you can use ``\\`` to escape dots and brackets (e.g., ``"a\\.b"`` and ``"a\\[0\\]"`` ). See more details about escaping in the `field documentation `__. 2) ``field`` is not required if ``aggregate`` is ``count``. header : dict, None, :class:`Header` An object defining properties of a facet's header. sort : dict, None, Sequence[str], Sequence[bool], Sequence[float], :class:`SortArray`, :class:`SortOrder`, :class:`EncodingSortField`, Sequence[dict, :class:`DateTime`], Literal['ascending', 'descending'] Sort order for the encoded field. For continuous fields (quantitative or temporal), ``sort`` can be either ``"ascending"`` or ``"descending"``. For discrete fields, ``sort`` can be one of the following: * ``"ascending"`` or ``"descending"`` -- for sorting by the values' natural order in JavaScript. * `A sort field definition `__ for sorting by another field. * `An array specifying the field values in preferred order `__. In this case, the sort order will obey the values in the array, followed by any unspecified values in their original order. For discrete time field, values in the sort array can be `date-time definition objects `__. In addition, for time units ``"month"`` and ``"day"``, the values can be the month or day names (case insensitive) or their 3-letter initials (e.g., ``"Mon"``, ``"Tue"`` ). * ``null`` indicating no sort. **Default value:** ``"ascending"`` **Note:** ``null`` is not supported for ``row`` and ``column``. spacing : dict, float, :class:`RowColnumber` The spacing in pixels between sub-views of the composition operator. An object of the form ``{"row": number, "column": number}`` can be used to set different spacing values for rows and columns. **Default value** : Depends on ``"spacing"`` property of `the view composition configuration `__ ( ``20`` by default) timeUnit : dict, :class:`TimeUnit`, :class:`MultiTimeUnit`, :class:`BinnedTimeUnit`, :class:`SingleTimeUnit`, :class:`TimeUnitParams`, :class:`UtcMultiTimeUnit`, :class:`UtcSingleTimeUnit`, :class:`LocalMultiTimeUnit`, :class:`LocalSingleTimeUnit`, Literal['year', 'quarter', 'month', 'week', 'day', 'dayofyear', 'date', 'hours', 'minutes', 'seconds', 'milliseconds'], Literal['utcyear', 'utcquarter', 'utcmonth', 'utcweek', 'utcday', 'utcdayofyear', 'utcdate', 'utchours', 'utcminutes', 'utcseconds', 'utcmilliseconds'], Literal['binnedyear', 'binnedyearquarter', 'binnedyearquartermonth', 'binnedyearmonth', 'binnedyearmonthdate', 'binnedyearmonthdatehours', 'binnedyearmonthdatehoursminutes', 'binnedyearmonthdatehoursminutesseconds', 'binnedyearweek', 'binnedyearweekday', 'binnedyearweekdayhours', 'binnedyearweekdayhoursminutes', 'binnedyearweekdayhoursminutesseconds', 'binnedyeardayofyear'], Literal['binnedutcyear', 'binnedutcyearquarter', 'binnedutcyearquartermonth', 'binnedutcyearmonth', 'binnedutcyearmonthdate', 'binnedutcyearmonthdatehours', 'binnedutcyearmonthdatehoursminutes', 'binnedutcyearmonthdatehoursminutesseconds', 'binnedutcyearweek', 'binnedutcyearweekday', 'binnedutcyearweekdayhours', 'binnedutcyearweekdayhoursminutes', 'binnedutcyearweekdayhoursminutesseconds', 'binnedutcyeardayofyear'], Literal['yearquarter', 'yearquartermonth', 'yearmonth', 'yearmonthdate', 'yearmonthdatehours', 'yearmonthdatehoursminutes', 'yearmonthdatehoursminutesseconds', 'yearweek', 'yearweekday', 'yearweekdayhours', 'yearweekdayhoursminutes', 'yearweekdayhoursminutesseconds', 'yeardayofyear', 'quartermonth', 'monthdate', 'monthdatehours', 'monthdatehoursminutes', 'monthdatehoursminutesseconds', 'weekday', 'weekdayhours', 'weekdayhoursminutes', 'weekdayhoursminutesseconds', 'dayhours', 'dayhoursminutes', 'dayhoursminutesseconds', 'hoursminutes', 'hoursminutesseconds', 'minutesseconds', 'secondsmilliseconds'], Literal['utcyearquarter', 'utcyearquartermonth', 'utcyearmonth', 'utcyearmonthdate', 'utcyearmonthdatehours', 'utcyearmonthdatehoursminutes', 'utcyearmonthdatehoursminutesseconds', 'utcyearweek', 'utcyearweekday', 'utcyearweekdayhours', 'utcyearweekdayhoursminutes', 'utcyearweekdayhoursminutesseconds', 'utcyeardayofyear', 'utcquartermonth', 'utcmonthdate', 'utcmonthdatehours', 'utcmonthdatehoursminutes', 'utcmonthdatehoursminutesseconds', 'utcweekday', 'utcweeksdayhours', 'utcweekdayhoursminutes', 'utcweekdayhoursminutesseconds', 'utcdayhours', 'utcdayhoursminutes', 'utcdayhoursminutesseconds', 'utchoursminutes', 'utchoursminutesseconds', 'utcminutesseconds', 'utcsecondsmilliseconds'] Time unit (e.g., ``year``, ``yearmonth``, ``month``, ``hours`` ) for a temporal field. or `a temporal field that gets casted as ordinal `__. **Default value:** ``undefined`` (None) **See also:** `timeUnit `__ documentation. title : str, None, :class:`Text`, Sequence[str] A title for the field. If ``null``, the title will be removed. **Default value:** derived from the field's name and transformation function ( ``aggregate``, ``bin`` and ``timeUnit`` ). If the field has an aggregate function, the function is displayed as part of the title (e.g., ``"Sum of Profit"`` ). If the field is binned or has a time unit applied, the applied function is shown in parentheses (e.g., ``"Profit (binned)"``, ``"Transaction Date (year-month)"`` ). Otherwise, the title is simply the field name. **Notes** : 1) You can customize the default field title format by providing the `fieldTitle `__ property in the `config `__ or `fieldTitle function via the compile function's options `__. 2) If both field definition's ``title`` and axis, header, or legend ``title`` are defined, axis/header/legend title will be used. type : :class:`StandardType`, Literal['quantitative', 'ordinal', 'temporal', 'nominal'] The type of measurement ( ``"quantitative"``, ``"temporal"``, ``"ordinal"``, or ``"nominal"`` ) for the encoded field or constant value ( ``datum`` ). It can also be a ``"geojson"`` type for encoding `'geoshape' `__. Vega-Lite automatically infers data types in many cases as discussed below. However, type is required for a field if: (1) the field is not nominal and the field encoding has no specified ``aggregate`` (except ``argmin`` and ``argmax`` ), ``bin``, scale type, custom ``sort`` order, nor ``timeUnit`` or (2) if you wish to use an ordinal scale for a field with ``bin`` or ``timeUnit``. **Default value:** 1) For a data ``field``, ``"nominal"`` is the default data type unless the field encoding has ``aggregate``, ``channel``, ``bin``, scale type, ``sort``, or ``timeUnit`` that satisfies the following criteria: * ``"quantitative"`` is the default type if (1) the encoded field contains ``bin`` or ``aggregate`` except ``"argmin"`` and ``"argmax"``, (2) the encoding channel is ``latitude`` or ``longitude`` channel or (3) if the specified scale type is `a quantitative scale `__. * ``"temporal"`` is the default type if (1) the encoded field contains ``timeUnit`` or (2) the specified scale type is a time or utc scale * ``"ordinal"`` is the default type if (1) the encoded field contains a `custom sort order `__, (2) the specified scale type is an ordinal/point/band scale, or (3) the encoding channel is ``order``. 2) For a constant value in data domain ( ``datum`` ): * ``"quantitative"`` if the datum is a number * ``"nominal"`` if the datum is a string * ``"temporal"`` if the datum is `a date time object `__ **Note:** * Data ``type`` describes the semantics of the data rather than the primitive data types (number, string, etc.). The same primitive data type can have different types of measurement. For example, numeric data can represent quantitative, ordinal, or nominal data. * Data values for a temporal field can be either a date-time string (e.g., ``"2015-03-07 12:32:17"``, ``"17:01"``, ``"2015-03-16"``. ``"2015"`` ) or a timestamp number (e.g., ``1552199579097`` ). * When using with `bin `__, the ``type`` property can be either ``"quantitative"`` (for using a linear bin scale) or `"ordinal" (for using an ordinal bin scale) `__. * When using with `timeUnit `__, the ``type`` property can be either ``"temporal"`` (default, for using a temporal scale) or `"ordinal" (for using an ordinal scale) `__. * When using with `aggregate `__, the ``type`` property refers to the post-aggregation data type. For example, we can calculate count ``distinct`` of a categorical field ``"cat"`` using ``{"aggregate": "distinct", "field": "cat"}``. The ``"type"`` of the aggregate output is ``"quantitative"``. * Secondary channels (e.g., ``x2``, ``y2``, ``xError``, ``yError`` ) do not have ``type`` as they must have exactly the same type as their primary channels (e.g., ``x``, ``y`` ). **See also:** `type `__ documentation. """ _schema = {"$ref": "#/definitions/FacetEncodingFieldDef"} def __init__( self, shorthand: Union[ str, dict, "SchemaBase", Sequence[str], UndefinedType ] = Undefined, aggregate: Union[ dict, "SchemaBase", Literal[ "average", "count", "distinct", "max", "mean", "median", "min", "missing", "product", "q1", "q3", "ci0", "ci1", "stderr", "stdev", "stdevp", "sum", "valid", "values", "variance", "variancep", "exponential", "exponentialb", ], UndefinedType, ] = Undefined, align: Union[ dict, "SchemaBase", Literal["all", "each", "none"], UndefinedType ] = Undefined, bandPosition: Union[float, UndefinedType] = Undefined, bin: Union[bool, dict, None, "SchemaBase", UndefinedType] = Undefined, bounds: Union[Literal["full", "flush"], UndefinedType] = Undefined, center: Union[bool, dict, "SchemaBase", UndefinedType] = Undefined, columns: Union[float, UndefinedType] = Undefined, field: Union[str, dict, "SchemaBase", UndefinedType] = Undefined, header: Union[dict, None, "SchemaBase", UndefinedType] = Undefined, sort: Union[ dict, None, "SchemaBase", Sequence[str], Sequence[bool], Sequence[float], Literal["ascending", "descending"], Sequence[Union[dict, "SchemaBase"]], UndefinedType, ] = Undefined, spacing: Union[dict, float, "SchemaBase", UndefinedType] = Undefined, timeUnit: Union[ dict, "SchemaBase", Literal[ "year", "quarter", "month", "week", "day", "dayofyear", "date", "hours", "minutes", "seconds", "milliseconds", ], Literal[ "utcyear", "utcquarter", "utcmonth", "utcweek", "utcday", "utcdayofyear", "utcdate", "utchours", "utcminutes", "utcseconds", "utcmilliseconds", ], Literal[ "binnedyear", "binnedyearquarter", "binnedyearquartermonth", "binnedyearmonth", "binnedyearmonthdate", "binnedyearmonthdatehours", "binnedyearmonthdatehoursminutes", "binnedyearmonthdatehoursminutesseconds", "binnedyearweek", "binnedyearweekday", "binnedyearweekdayhours", "binnedyearweekdayhoursminutes", "binnedyearweekdayhoursminutesseconds", "binnedyeardayofyear", ], Literal[ "binnedutcyear", "binnedutcyearquarter", "binnedutcyearquartermonth", "binnedutcyearmonth", "binnedutcyearmonthdate", "binnedutcyearmonthdatehours", "binnedutcyearmonthdatehoursminutes", "binnedutcyearmonthdatehoursminutesseconds", "binnedutcyearweek", "binnedutcyearweekday", "binnedutcyearweekdayhours", "binnedutcyearweekdayhoursminutes", "binnedutcyearweekdayhoursminutesseconds", "binnedutcyeardayofyear", ], Literal[ "yearquarter", "yearquartermonth", "yearmonth", "yearmonthdate", "yearmonthdatehours", "yearmonthdatehoursminutes", "yearmonthdatehoursminutesseconds", "yearweek", "yearweekday", "yearweekdayhours", "yearweekdayhoursminutes", "yearweekdayhoursminutesseconds", "yeardayofyear", "quartermonth", "monthdate", "monthdatehours", "monthdatehoursminutes", "monthdatehoursminutesseconds", "weekday", "weekdayhours", "weekdayhoursminutes", "weekdayhoursminutesseconds", "dayhours", "dayhoursminutes", "dayhoursminutesseconds", "hoursminutes", "hoursminutesseconds", "minutesseconds", "secondsmilliseconds", ], Literal[ "utcyearquarter", "utcyearquartermonth", "utcyearmonth", "utcyearmonthdate", "utcyearmonthdatehours", "utcyearmonthdatehoursminutes", "utcyearmonthdatehoursminutesseconds", "utcyearweek", "utcyearweekday", "utcyearweekdayhours", "utcyearweekdayhoursminutes", "utcyearweekdayhoursminutesseconds", "utcyeardayofyear", "utcquartermonth", "utcmonthdate", "utcmonthdatehours", "utcmonthdatehoursminutes", "utcmonthdatehoursminutesseconds", "utcweekday", "utcweeksdayhours", "utcweekdayhoursminutes", "utcweekdayhoursminutesseconds", "utcdayhours", "utcdayhoursminutes", "utcdayhoursminutesseconds", "utchoursminutes", "utchoursminutesseconds", "utcminutesseconds", "utcsecondsmilliseconds", ], UndefinedType, ] = Undefined, title: Union[str, None, "SchemaBase", Sequence[str], UndefinedType] = Undefined, type: Union[ "SchemaBase", Literal["quantitative", "ordinal", "temporal", "nominal"], UndefinedType, ] = Undefined, **kwds, ): super(FacetEncodingFieldDef, self).__init__( shorthand=shorthand, aggregate=aggregate, align=align, bandPosition=bandPosition, bin=bin, bounds=bounds, center=center, columns=columns, field=field, header=header, sort=sort, spacing=spacing, timeUnit=timeUnit, title=title, type=type, **kwds, ) class FacetFieldDef(VegaLiteSchema): """FacetFieldDef schema wrapper Parameters ---------- aggregate : dict, :class:`Aggregate`, :class:`ArgmaxDef`, :class:`ArgminDef`, :class:`NonArgAggregateOp`, Literal['average', 'count', 'distinct', 'max', 'mean', 'median', 'min', 'missing', 'product', 'q1', 'q3', 'ci0', 'ci1', 'stderr', 'stdev', 'stdevp', 'sum', 'valid', 'values', 'variance', 'variancep', 'exponential', 'exponentialb'] Aggregation function for the field (e.g., ``"mean"``, ``"sum"``, ``"median"``, ``"min"``, ``"max"``, ``"count"`` ). **Default value:** ``undefined`` (None) **See also:** `aggregate `__ documentation. bandPosition : float Relative position on a band of a stacked, binned, time unit, or band scale. For example, the marks will be positioned at the beginning of the band if set to ``0``, and at the middle of the band if set to ``0.5``. bin : bool, dict, None, :class:`BinParams` A flag for binning a ``quantitative`` field, `an object defining binning parameters `__, or indicating that the data for ``x`` or ``y`` channel are binned before they are imported into Vega-Lite ( ``"binned"`` ). If ``true``, default `binning parameters `__ will be applied. If ``"binned"``, this indicates that the data for the ``x`` (or ``y`` ) channel are already binned. You can map the bin-start field to ``x`` (or ``y`` ) and the bin-end field to ``x2`` (or ``y2`` ). The scale and axis will be formatted similar to binning in Vega-Lite. To adjust the axis ticks based on the bin step, you can also set the axis's `tickMinStep `__ property. **Default value:** ``false`` **See also:** `bin `__ documentation. field : str, dict, :class:`Field`, :class:`FieldName`, :class:`RepeatRef` **Required.** A string defining the name of the field from which to pull a data value or an object defining iterated values from the `repeat `__ operator. **See also:** `field `__ documentation. **Notes:** 1) Dots ( ``.`` ) and brackets ( ``[`` and ``]`` ) can be used to access nested objects (e.g., ``"field": "foo.bar"`` and ``"field": "foo['bar']"`` ). If field names contain dots or brackets but are not nested, you can use ``\\`` to escape dots and brackets (e.g., ``"a\\.b"`` and ``"a\\[0\\]"`` ). See more details about escaping in the `field documentation `__. 2) ``field`` is not required if ``aggregate`` is ``count``. header : dict, None, :class:`Header` An object defining properties of a facet's header. sort : dict, None, Sequence[str], Sequence[bool], Sequence[float], :class:`SortArray`, :class:`SortOrder`, :class:`EncodingSortField`, Sequence[dict, :class:`DateTime`], Literal['ascending', 'descending'] Sort order for the encoded field. For continuous fields (quantitative or temporal), ``sort`` can be either ``"ascending"`` or ``"descending"``. For discrete fields, ``sort`` can be one of the following: * ``"ascending"`` or ``"descending"`` -- for sorting by the values' natural order in JavaScript. * `A sort field definition `__ for sorting by another field. * `An array specifying the field values in preferred order `__. In this case, the sort order will obey the values in the array, followed by any unspecified values in their original order. For discrete time field, values in the sort array can be `date-time definition objects `__. In addition, for time units ``"month"`` and ``"day"``, the values can be the month or day names (case insensitive) or their 3-letter initials (e.g., ``"Mon"``, ``"Tue"`` ). * ``null`` indicating no sort. **Default value:** ``"ascending"`` **Note:** ``null`` is not supported for ``row`` and ``column``. timeUnit : dict, :class:`TimeUnit`, :class:`MultiTimeUnit`, :class:`BinnedTimeUnit`, :class:`SingleTimeUnit`, :class:`TimeUnitParams`, :class:`UtcMultiTimeUnit`, :class:`UtcSingleTimeUnit`, :class:`LocalMultiTimeUnit`, :class:`LocalSingleTimeUnit`, Literal['year', 'quarter', 'month', 'week', 'day', 'dayofyear', 'date', 'hours', 'minutes', 'seconds', 'milliseconds'], Literal['utcyear', 'utcquarter', 'utcmonth', 'utcweek', 'utcday', 'utcdayofyear', 'utcdate', 'utchours', 'utcminutes', 'utcseconds', 'utcmilliseconds'], Literal['binnedyear', 'binnedyearquarter', 'binnedyearquartermonth', 'binnedyearmonth', 'binnedyearmonthdate', 'binnedyearmonthdatehours', 'binnedyearmonthdatehoursminutes', 'binnedyearmonthdatehoursminutesseconds', 'binnedyearweek', 'binnedyearweekday', 'binnedyearweekdayhours', 'binnedyearweekdayhoursminutes', 'binnedyearweekdayhoursminutesseconds', 'binnedyeardayofyear'], Literal['binnedutcyear', 'binnedutcyearquarter', 'binnedutcyearquartermonth', 'binnedutcyearmonth', 'binnedutcyearmonthdate', 'binnedutcyearmonthdatehours', 'binnedutcyearmonthdatehoursminutes', 'binnedutcyearmonthdatehoursminutesseconds', 'binnedutcyearweek', 'binnedutcyearweekday', 'binnedutcyearweekdayhours', 'binnedutcyearweekdayhoursminutes', 'binnedutcyearweekdayhoursminutesseconds', 'binnedutcyeardayofyear'], Literal['yearquarter', 'yearquartermonth', 'yearmonth', 'yearmonthdate', 'yearmonthdatehours', 'yearmonthdatehoursminutes', 'yearmonthdatehoursminutesseconds', 'yearweek', 'yearweekday', 'yearweekdayhours', 'yearweekdayhoursminutes', 'yearweekdayhoursminutesseconds', 'yeardayofyear', 'quartermonth', 'monthdate', 'monthdatehours', 'monthdatehoursminutes', 'monthdatehoursminutesseconds', 'weekday', 'weekdayhours', 'weekdayhoursminutes', 'weekdayhoursminutesseconds', 'dayhours', 'dayhoursminutes', 'dayhoursminutesseconds', 'hoursminutes', 'hoursminutesseconds', 'minutesseconds', 'secondsmilliseconds'], Literal['utcyearquarter', 'utcyearquartermonth', 'utcyearmonth', 'utcyearmonthdate', 'utcyearmonthdatehours', 'utcyearmonthdatehoursminutes', 'utcyearmonthdatehoursminutesseconds', 'utcyearweek', 'utcyearweekday', 'utcyearweekdayhours', 'utcyearweekdayhoursminutes', 'utcyearweekdayhoursminutesseconds', 'utcyeardayofyear', 'utcquartermonth', 'utcmonthdate', 'utcmonthdatehours', 'utcmonthdatehoursminutes', 'utcmonthdatehoursminutesseconds', 'utcweekday', 'utcweeksdayhours', 'utcweekdayhoursminutes', 'utcweekdayhoursminutesseconds', 'utcdayhours', 'utcdayhoursminutes', 'utcdayhoursminutesseconds', 'utchoursminutes', 'utchoursminutesseconds', 'utcminutesseconds', 'utcsecondsmilliseconds'] Time unit (e.g., ``year``, ``yearmonth``, ``month``, ``hours`` ) for a temporal field. or `a temporal field that gets casted as ordinal `__. **Default value:** ``undefined`` (None) **See also:** `timeUnit `__ documentation. title : str, None, :class:`Text`, Sequence[str] A title for the field. If ``null``, the title will be removed. **Default value:** derived from the field's name and transformation function ( ``aggregate``, ``bin`` and ``timeUnit`` ). If the field has an aggregate function, the function is displayed as part of the title (e.g., ``"Sum of Profit"`` ). If the field is binned or has a time unit applied, the applied function is shown in parentheses (e.g., ``"Profit (binned)"``, ``"Transaction Date (year-month)"`` ). Otherwise, the title is simply the field name. **Notes** : 1) You can customize the default field title format by providing the `fieldTitle `__ property in the `config `__ or `fieldTitle function via the compile function's options `__. 2) If both field definition's ``title`` and axis, header, or legend ``title`` are defined, axis/header/legend title will be used. type : :class:`StandardType`, Literal['quantitative', 'ordinal', 'temporal', 'nominal'] The type of measurement ( ``"quantitative"``, ``"temporal"``, ``"ordinal"``, or ``"nominal"`` ) for the encoded field or constant value ( ``datum`` ). It can also be a ``"geojson"`` type for encoding `'geoshape' `__. Vega-Lite automatically infers data types in many cases as discussed below. However, type is required for a field if: (1) the field is not nominal and the field encoding has no specified ``aggregate`` (except ``argmin`` and ``argmax`` ), ``bin``, scale type, custom ``sort`` order, nor ``timeUnit`` or (2) if you wish to use an ordinal scale for a field with ``bin`` or ``timeUnit``. **Default value:** 1) For a data ``field``, ``"nominal"`` is the default data type unless the field encoding has ``aggregate``, ``channel``, ``bin``, scale type, ``sort``, or ``timeUnit`` that satisfies the following criteria: * ``"quantitative"`` is the default type if (1) the encoded field contains ``bin`` or ``aggregate`` except ``"argmin"`` and ``"argmax"``, (2) the encoding channel is ``latitude`` or ``longitude`` channel or (3) if the specified scale type is `a quantitative scale `__. * ``"temporal"`` is the default type if (1) the encoded field contains ``timeUnit`` or (2) the specified scale type is a time or utc scale * ``"ordinal"`` is the default type if (1) the encoded field contains a `custom sort order `__, (2) the specified scale type is an ordinal/point/band scale, or (3) the encoding channel is ``order``. 2) For a constant value in data domain ( ``datum`` ): * ``"quantitative"`` if the datum is a number * ``"nominal"`` if the datum is a string * ``"temporal"`` if the datum is `a date time object `__ **Note:** * Data ``type`` describes the semantics of the data rather than the primitive data types (number, string, etc.). The same primitive data type can have different types of measurement. For example, numeric data can represent quantitative, ordinal, or nominal data. * Data values for a temporal field can be either a date-time string (e.g., ``"2015-03-07 12:32:17"``, ``"17:01"``, ``"2015-03-16"``. ``"2015"`` ) or a timestamp number (e.g., ``1552199579097`` ). * When using with `bin `__, the ``type`` property can be either ``"quantitative"`` (for using a linear bin scale) or `"ordinal" (for using an ordinal bin scale) `__. * When using with `timeUnit `__, the ``type`` property can be either ``"temporal"`` (default, for using a temporal scale) or `"ordinal" (for using an ordinal scale) `__. * When using with `aggregate `__, the ``type`` property refers to the post-aggregation data type. For example, we can calculate count ``distinct`` of a categorical field ``"cat"`` using ``{"aggregate": "distinct", "field": "cat"}``. The ``"type"`` of the aggregate output is ``"quantitative"``. * Secondary channels (e.g., ``x2``, ``y2``, ``xError``, ``yError`` ) do not have ``type`` as they must have exactly the same type as their primary channels (e.g., ``x``, ``y`` ). **See also:** `type `__ documentation. """ _schema = {"$ref": "#/definitions/FacetFieldDef"} def __init__( self, aggregate: Union[ dict, "SchemaBase", Literal[ "average", "count", "distinct", "max", "mean", "median", "min", "missing", "product", "q1", "q3", "ci0", "ci1", "stderr", "stdev", "stdevp", "sum", "valid", "values", "variance", "variancep", "exponential", "exponentialb", ], UndefinedType, ] = Undefined, bandPosition: Union[float, UndefinedType] = Undefined, bin: Union[bool, dict, None, "SchemaBase", UndefinedType] = Undefined, field: Union[str, dict, "SchemaBase", UndefinedType] = Undefined, header: Union[dict, None, "SchemaBase", UndefinedType] = Undefined, sort: Union[ dict, None, "SchemaBase", Sequence[str], Sequence[bool], Sequence[float], Literal["ascending", "descending"], Sequence[Union[dict, "SchemaBase"]], UndefinedType, ] = Undefined, timeUnit: Union[ dict, "SchemaBase", Literal[ "year", "quarter", "month", "week", "day", "dayofyear", "date", "hours", "minutes", "seconds", "milliseconds", ], Literal[ "utcyear", "utcquarter", "utcmonth", "utcweek", "utcday", "utcdayofyear", "utcdate", "utchours", "utcminutes", "utcseconds", "utcmilliseconds", ], Literal[ "binnedyear", "binnedyearquarter", "binnedyearquartermonth", "binnedyearmonth", "binnedyearmonthdate", "binnedyearmonthdatehours", "binnedyearmonthdatehoursminutes", "binnedyearmonthdatehoursminutesseconds", "binnedyearweek", "binnedyearweekday", "binnedyearweekdayhours", "binnedyearweekdayhoursminutes", "binnedyearweekdayhoursminutesseconds", "binnedyeardayofyear", ], Literal[ "binnedutcyear", "binnedutcyearquarter", "binnedutcyearquartermonth", "binnedutcyearmonth", "binnedutcyearmonthdate", "binnedutcyearmonthdatehours", "binnedutcyearmonthdatehoursminutes", "binnedutcyearmonthdatehoursminutesseconds", "binnedutcyearweek", "binnedutcyearweekday", "binnedutcyearweekdayhours", "binnedutcyearweekdayhoursminutes", "binnedutcyearweekdayhoursminutesseconds", "binnedutcyeardayofyear", ], Literal[ "yearquarter", "yearquartermonth", "yearmonth", "yearmonthdate", "yearmonthdatehours", "yearmonthdatehoursminutes", "yearmonthdatehoursminutesseconds", "yearweek", "yearweekday", "yearweekdayhours", "yearweekdayhoursminutes", "yearweekdayhoursminutesseconds", "yeardayofyear", "quartermonth", "monthdate", "monthdatehours", "monthdatehoursminutes", "monthdatehoursminutesseconds", "weekday", "weekdayhours", "weekdayhoursminutes", "weekdayhoursminutesseconds", "dayhours", "dayhoursminutes", "dayhoursminutesseconds", "hoursminutes", "hoursminutesseconds", "minutesseconds", "secondsmilliseconds", ], Literal[ "utcyearquarter", "utcyearquartermonth", "utcyearmonth", "utcyearmonthdate", "utcyearmonthdatehours", "utcyearmonthdatehoursminutes", "utcyearmonthdatehoursminutesseconds", "utcyearweek", "utcyearweekday", "utcyearweekdayhours", "utcyearweekdayhoursminutes", "utcyearweekdayhoursminutesseconds", "utcyeardayofyear", "utcquartermonth", "utcmonthdate", "utcmonthdatehours", "utcmonthdatehoursminutes", "utcmonthdatehoursminutesseconds", "utcweekday", "utcweeksdayhours", "utcweekdayhoursminutes", "utcweekdayhoursminutesseconds", "utcdayhours", "utcdayhoursminutes", "utcdayhoursminutesseconds", "utchoursminutes", "utchoursminutesseconds", "utcminutesseconds", "utcsecondsmilliseconds", ], UndefinedType, ] = Undefined, title: Union[str, None, "SchemaBase", Sequence[str], UndefinedType] = Undefined, type: Union[ "SchemaBase", Literal["quantitative", "ordinal", "temporal", "nominal"], UndefinedType, ] = Undefined, **kwds, ): super(FacetFieldDef, self).__init__( aggregate=aggregate, bandPosition=bandPosition, bin=bin, field=field, header=header, sort=sort, timeUnit=timeUnit, title=title, type=type, **kwds, ) class FacetMapping(VegaLiteSchema): """FacetMapping schema wrapper Parameters ---------- column : dict, :class:`FacetFieldDef` A field definition for the horizontal facet of trellis plots. row : dict, :class:`FacetFieldDef` A field definition for the vertical facet of trellis plots. """ _schema = {"$ref": "#/definitions/FacetMapping"} def __init__( self, column: Union[dict, "SchemaBase", UndefinedType] = Undefined, row: Union[dict, "SchemaBase", UndefinedType] = Undefined, **kwds, ): super(FacetMapping, self).__init__(column=column, row=row, **kwds) class FacetedEncoding(VegaLiteSchema): """FacetedEncoding schema wrapper Parameters ---------- angle : dict, :class:`NumericMarkPropDef`, :class:`FieldOrDatumDefWithConditionDatumDefnumber`, :class:`FieldOrDatumDefWithConditionMarkPropFieldDefnumber`, :class:`ValueDefWithConditionMarkPropFieldOrDatumDefnumber` Rotation angle of point and text marks. color : dict, :class:`ColorDef`, :class:`FieldOrDatumDefWithConditionDatumDefGradientstringnull`, :class:`FieldOrDatumDefWithConditionMarkPropFieldDefGradientstringnull`, :class:`ValueDefWithConditionMarkPropFieldOrDatumDefGradientstringnull` Color of the marks – either fill or stroke color based on the ``filled`` property of mark definition. By default, ``color`` represents fill color for ``"area"``, ``"bar"``, ``"tick"``, ``"text"``, ``"trail"``, ``"circle"``, and ``"square"`` / stroke color for ``"line"`` and ``"point"``. **Default value:** If undefined, the default color depends on `mark config `__ 's ``color`` property. *Note:* 1) For fine-grained control over both fill and stroke colors of the marks, please use the ``fill`` and ``stroke`` channels. The ``fill`` or ``stroke`` encodings have higher precedence than ``color``, thus may override the ``color`` encoding if conflicting encodings are specified. 2) See the scale documentation for more information about customizing `color scheme `__. column : dict, :class:`RowColumnEncodingFieldDef` A field definition for the horizontal facet of trellis plots. description : dict, :class:`StringFieldDefWithCondition`, :class:`StringValueDefWithCondition` A text description of this mark for ARIA accessibility (SVG output only). For SVG output the ``"aria-label"`` attribute will be set to this description. detail : dict, :class:`FieldDefWithoutScale`, Sequence[dict, :class:`FieldDefWithoutScale`] Additional levels of detail for grouping data in aggregate views and in line, trail, and area marks without mapping data to a specific visual channel. facet : dict, :class:`FacetEncodingFieldDef` A field definition for the (flexible) facet of trellis plots. If either ``row`` or ``column`` is specified, this channel will be ignored. fill : dict, :class:`ColorDef`, :class:`FieldOrDatumDefWithConditionDatumDefGradientstringnull`, :class:`FieldOrDatumDefWithConditionMarkPropFieldDefGradientstringnull`, :class:`ValueDefWithConditionMarkPropFieldOrDatumDefGradientstringnull` Fill color of the marks. **Default value:** If undefined, the default color depends on `mark config `__ 's ``color`` property. *Note:* The ``fill`` encoding has higher precedence than ``color``, thus may override the ``color`` encoding if conflicting encodings are specified. fillOpacity : dict, :class:`NumericMarkPropDef`, :class:`FieldOrDatumDefWithConditionDatumDefnumber`, :class:`FieldOrDatumDefWithConditionMarkPropFieldDefnumber`, :class:`ValueDefWithConditionMarkPropFieldOrDatumDefnumber` Fill opacity of the marks. **Default value:** If undefined, the default opacity depends on `mark config `__ 's ``fillOpacity`` property. href : dict, :class:`StringFieldDefWithCondition`, :class:`StringValueDefWithCondition` A URL to load upon mouse click. key : dict, :class:`FieldDefWithoutScale` A data field to use as a unique key for data binding. When a visualization’s data is updated, the key value will be used to match data elements to existing mark instances. Use a key channel to enable object constancy for transitions over dynamic data. latitude : dict, :class:`DatumDef`, :class:`LatLongDef`, :class:`LatLongFieldDef` Latitude position of geographically projected marks. latitude2 : dict, :class:`DatumDef`, :class:`Position2Def`, :class:`PositionValueDef`, :class:`SecondaryFieldDef` Latitude-2 position for geographically projected ranged ``"area"``, ``"bar"``, ``"rect"``, and ``"rule"``. longitude : dict, :class:`DatumDef`, :class:`LatLongDef`, :class:`LatLongFieldDef` Longitude position of geographically projected marks. longitude2 : dict, :class:`DatumDef`, :class:`Position2Def`, :class:`PositionValueDef`, :class:`SecondaryFieldDef` Longitude-2 position for geographically projected ranged ``"area"``, ``"bar"``, ``"rect"``, and ``"rule"``. opacity : dict, :class:`NumericMarkPropDef`, :class:`FieldOrDatumDefWithConditionDatumDefnumber`, :class:`FieldOrDatumDefWithConditionMarkPropFieldDefnumber`, :class:`ValueDefWithConditionMarkPropFieldOrDatumDefnumber` Opacity of the marks. **Default value:** If undefined, the default opacity depends on `mark config `__ 's ``opacity`` property. order : dict, :class:`OrderOnlyDef`, :class:`OrderFieldDef`, :class:`OrderValueDef`, Sequence[dict, :class:`OrderFieldDef`] Order of the marks. * For stacked marks, this ``order`` channel encodes `stack order `__. * For line and trail marks, this ``order`` channel encodes order of data points in the lines. This can be useful for creating `a connected scatterplot `__. Setting ``order`` to ``{"value": null}`` makes the line marks use the original order in the data sources. * Otherwise, this ``order`` channel encodes layer order of the marks. **Note** : In aggregate plots, ``order`` field should be ``aggregate`` d to avoid creating additional aggregation grouping. radius : dict, :class:`PolarDef`, :class:`PositionValueDef`, :class:`PositionDatumDefBase`, :class:`PositionFieldDefBase` The outer radius in pixels of arc marks. radius2 : dict, :class:`DatumDef`, :class:`Position2Def`, :class:`PositionValueDef`, :class:`SecondaryFieldDef` The inner radius in pixels of arc marks. row : dict, :class:`RowColumnEncodingFieldDef` A field definition for the vertical facet of trellis plots. shape : dict, :class:`ShapeDef`, :class:`FieldOrDatumDefWithConditionDatumDefstringnull`, :class:`FieldOrDatumDefWithConditionMarkPropFieldDefTypeForShapestringnull`, :class:`ValueDefWithConditionMarkPropFieldOrDatumDefTypeForShapestringnull` Shape of the mark. #. For ``point`` marks the supported values include: - plotting shapes: ``"circle"``, ``"square"``, ``"cross"``, ``"diamond"``, ``"triangle-up"``, ``"triangle-down"``, ``"triangle-right"``, or ``"triangle-left"``. - the line symbol ``"stroke"`` - centered directional shapes ``"arrow"``, ``"wedge"``, or ``"triangle"`` - a custom `SVG path string `__ (For correct sizing, custom shape paths should be defined within a square bounding box with coordinates ranging from -1 to 1 along both the x and y dimensions.) #. For ``geoshape`` marks it should be a field definition of the geojson data **Default value:** If undefined, the default shape depends on `mark config `__ 's ``shape`` property. ( ``"circle"`` if unset.) size : dict, :class:`NumericMarkPropDef`, :class:`FieldOrDatumDefWithConditionDatumDefnumber`, :class:`FieldOrDatumDefWithConditionMarkPropFieldDefnumber`, :class:`ValueDefWithConditionMarkPropFieldOrDatumDefnumber` Size of the mark. * For ``"point"``, ``"square"`` and ``"circle"``, – the symbol size, or pixel area of the mark. * For ``"bar"`` and ``"tick"`` – the bar and tick's size. * For ``"text"`` – the text's font size. * Size is unsupported for ``"line"``, ``"area"``, and ``"rect"``. (Use ``"trail"`` instead of line with varying size) stroke : dict, :class:`ColorDef`, :class:`FieldOrDatumDefWithConditionDatumDefGradientstringnull`, :class:`FieldOrDatumDefWithConditionMarkPropFieldDefGradientstringnull`, :class:`ValueDefWithConditionMarkPropFieldOrDatumDefGradientstringnull` Stroke color of the marks. **Default value:** If undefined, the default color depends on `mark config `__ 's ``color`` property. *Note:* The ``stroke`` encoding has higher precedence than ``color``, thus may override the ``color`` encoding if conflicting encodings are specified. strokeDash : dict, :class:`NumericArrayMarkPropDef`, :class:`FieldOrDatumDefWithConditionDatumDefnumberArray`, :class:`FieldOrDatumDefWithConditionMarkPropFieldDefnumberArray`, :class:`ValueDefWithConditionMarkPropFieldOrDatumDefnumberArray` Stroke dash of the marks. **Default value:** ``[1,0]`` (No dash). strokeOpacity : dict, :class:`NumericMarkPropDef`, :class:`FieldOrDatumDefWithConditionDatumDefnumber`, :class:`FieldOrDatumDefWithConditionMarkPropFieldDefnumber`, :class:`ValueDefWithConditionMarkPropFieldOrDatumDefnumber` Stroke opacity of the marks. **Default value:** If undefined, the default opacity depends on `mark config `__ 's ``strokeOpacity`` property. strokeWidth : dict, :class:`NumericMarkPropDef`, :class:`FieldOrDatumDefWithConditionDatumDefnumber`, :class:`FieldOrDatumDefWithConditionMarkPropFieldDefnumber`, :class:`ValueDefWithConditionMarkPropFieldOrDatumDefnumber` Stroke width of the marks. **Default value:** If undefined, the default stroke width depends on `mark config `__ 's ``strokeWidth`` property. text : dict, :class:`TextDef`, :class:`ValueDefWithConditionStringFieldDefText`, :class:`FieldOrDatumDefWithConditionStringDatumDefText`, :class:`FieldOrDatumDefWithConditionStringFieldDefText` Text of the ``text`` mark. theta : dict, :class:`PolarDef`, :class:`PositionValueDef`, :class:`PositionDatumDefBase`, :class:`PositionFieldDefBase` For arc marks, the arc length in radians if theta2 is not specified, otherwise the start arc angle. (A value of 0 indicates up or “north”, increasing values proceed clockwise.) For text marks, polar coordinate angle in radians. theta2 : dict, :class:`DatumDef`, :class:`Position2Def`, :class:`PositionValueDef`, :class:`SecondaryFieldDef` The end angle of arc marks in radians. A value of 0 indicates up or “north”, increasing values proceed clockwise. tooltip : dict, None, :class:`StringFieldDefWithCondition`, :class:`StringValueDefWithCondition`, Sequence[dict, :class:`StringFieldDef`] The tooltip text to show upon mouse hover. Specifying ``tooltip`` encoding overrides `the tooltip property in the mark definition `__. See the `tooltip `__ documentation for a detailed discussion about tooltip in Vega-Lite. url : dict, :class:`StringFieldDefWithCondition`, :class:`StringValueDefWithCondition` The URL of an image mark. x : dict, :class:`PositionDef`, :class:`PositionDatumDef`, :class:`PositionFieldDef`, :class:`PositionValueDef` X coordinates of the marks, or width of horizontal ``"bar"`` and ``"area"`` without specified ``x2`` or ``width``. The ``value`` of this channel can be a number or a string ``"width"`` for the width of the plot. x2 : dict, :class:`DatumDef`, :class:`Position2Def`, :class:`PositionValueDef`, :class:`SecondaryFieldDef` X2 coordinates for ranged ``"area"``, ``"bar"``, ``"rect"``, and ``"rule"``. The ``value`` of this channel can be a number or a string ``"width"`` for the width of the plot. xError : dict, :class:`ValueDefnumber`, :class:`SecondaryFieldDef` Error value of x coordinates for error specified ``"errorbar"`` and ``"errorband"``. xError2 : dict, :class:`ValueDefnumber`, :class:`SecondaryFieldDef` Secondary error value of x coordinates for error specified ``"errorbar"`` and ``"errorband"``. xOffset : dict, :class:`OffsetDef`, :class:`ScaleDatumDef`, :class:`ScaleFieldDef`, :class:`ValueDefnumber` Offset of x-position of the marks y : dict, :class:`PositionDef`, :class:`PositionDatumDef`, :class:`PositionFieldDef`, :class:`PositionValueDef` Y coordinates of the marks, or height of vertical ``"bar"`` and ``"area"`` without specified ``y2`` or ``height``. The ``value`` of this channel can be a number or a string ``"height"`` for the height of the plot. y2 : dict, :class:`DatumDef`, :class:`Position2Def`, :class:`PositionValueDef`, :class:`SecondaryFieldDef` Y2 coordinates for ranged ``"area"``, ``"bar"``, ``"rect"``, and ``"rule"``. The ``value`` of this channel can be a number or a string ``"height"`` for the height of the plot. yError : dict, :class:`ValueDefnumber`, :class:`SecondaryFieldDef` Error value of y coordinates for error specified ``"errorbar"`` and ``"errorband"``. yError2 : dict, :class:`ValueDefnumber`, :class:`SecondaryFieldDef` Secondary error value of y coordinates for error specified ``"errorbar"`` and ``"errorband"``. yOffset : dict, :class:`OffsetDef`, :class:`ScaleDatumDef`, :class:`ScaleFieldDef`, :class:`ValueDefnumber` Offset of y-position of the marks """ _schema = {"$ref": "#/definitions/FacetedEncoding"} def __init__( self, angle: Union[dict, "SchemaBase", UndefinedType] = Undefined, color: Union[dict, "SchemaBase", UndefinedType] = Undefined, column: Union[dict, "SchemaBase", UndefinedType] = Undefined, description: Union[dict, "SchemaBase", UndefinedType] = Undefined, detail: Union[ dict, "SchemaBase", Sequence[Union[dict, "SchemaBase"]], UndefinedType ] = Undefined, facet: Union[dict, "SchemaBase", UndefinedType] = Undefined, fill: Union[dict, "SchemaBase", UndefinedType] = Undefined, fillOpacity: Union[dict, "SchemaBase", UndefinedType] = Undefined, href: Union[dict, "SchemaBase", UndefinedType] = Undefined, key: Union[dict, "SchemaBase", UndefinedType] = Undefined, latitude: Union[dict, "SchemaBase", UndefinedType] = Undefined, latitude2: Union[dict, "SchemaBase", UndefinedType] = Undefined, longitude: Union[dict, "SchemaBase", UndefinedType] = Undefined, longitude2: Union[dict, "SchemaBase", UndefinedType] = Undefined, opacity: Union[dict, "SchemaBase", UndefinedType] = Undefined, order: Union[ dict, "SchemaBase", Sequence[Union[dict, "SchemaBase"]], UndefinedType ] = Undefined, radius: Union[dict, "SchemaBase", UndefinedType] = Undefined, radius2: Union[dict, "SchemaBase", UndefinedType] = Undefined, row: Union[dict, "SchemaBase", UndefinedType] = Undefined, shape: Union[dict, "SchemaBase", UndefinedType] = Undefined, size: Union[dict, "SchemaBase", UndefinedType] = Undefined, stroke: Union[dict, "SchemaBase", UndefinedType] = Undefined, strokeDash: Union[dict, "SchemaBase", UndefinedType] = Undefined, strokeOpacity: Union[dict, "SchemaBase", UndefinedType] = Undefined, strokeWidth: Union[dict, "SchemaBase", UndefinedType] = Undefined, text: Union[dict, "SchemaBase", UndefinedType] = Undefined, theta: Union[dict, "SchemaBase", UndefinedType] = Undefined, theta2: Union[dict, "SchemaBase", UndefinedType] = Undefined, tooltip: Union[ dict, None, "SchemaBase", Sequence[Union[dict, "SchemaBase"]], UndefinedType ] = Undefined, url: Union[dict, "SchemaBase", UndefinedType] = Undefined, x: Union[dict, "SchemaBase", UndefinedType] = Undefined, x2: Union[dict, "SchemaBase", UndefinedType] = Undefined, xError: Union[dict, "SchemaBase", UndefinedType] = Undefined, xError2: Union[dict, "SchemaBase", UndefinedType] = Undefined, xOffset: Union[dict, "SchemaBase", UndefinedType] = Undefined, y: Union[dict, "SchemaBase", UndefinedType] = Undefined, y2: Union[dict, "SchemaBase", UndefinedType] = Undefined, yError: Union[dict, "SchemaBase", UndefinedType] = Undefined, yError2: Union[dict, "SchemaBase", UndefinedType] = Undefined, yOffset: Union[dict, "SchemaBase", UndefinedType] = Undefined, **kwds, ): super(FacetedEncoding, self).__init__( angle=angle, color=color, column=column, description=description, detail=detail, facet=facet, fill=fill, fillOpacity=fillOpacity, href=href, key=key, latitude=latitude, latitude2=latitude2, longitude=longitude, longitude2=longitude2, opacity=opacity, order=order, radius=radius, radius2=radius2, row=row, shape=shape, size=size, stroke=stroke, strokeDash=strokeDash, strokeOpacity=strokeOpacity, strokeWidth=strokeWidth, text=text, theta=theta, theta2=theta2, tooltip=tooltip, url=url, x=x, x2=x2, xError=xError, xError2=xError2, xOffset=xOffset, y=y, y2=y2, yError=yError, yError2=yError2, yOffset=yOffset, **kwds, ) class Feature(VegaLiteSchema): """Feature schema wrapper A feature object which contains a geometry and associated properties. https://tools.ietf.org/html/rfc7946#section-3.2 Parameters ---------- geometry : dict, :class:`Point`, :class:`Polygon`, :class:`Geometry`, :class:`LineString`, :class:`MultiPoint`, :class:`MultiPolygon`, :class:`MultiLineString`, :class:`GeometryCollection` The feature's geometry properties : dict, None, :class:`GeoJsonProperties` Properties associated with this feature. type : str Specifies the type of GeoJSON object. bbox : :class:`BBox`, Sequence[float] Bounding box of the coordinate range of the object's Geometries, Features, or Feature Collections. https://tools.ietf.org/html/rfc7946#section-5 id : str, float A value that uniquely identifies this feature in a https://tools.ietf.org/html/rfc7946#section-3.2. """ _schema = {"$ref": "#/definitions/Feature"} def __init__( self, geometry: Union[dict, "SchemaBase", UndefinedType] = Undefined, properties: Union[dict, None, "SchemaBase", UndefinedType] = Undefined, type: Union[str, UndefinedType] = Undefined, bbox: Union["SchemaBase", Sequence[float], UndefinedType] = Undefined, id: Union[str, float, UndefinedType] = Undefined, **kwds, ): super(Feature, self).__init__( geometry=geometry, properties=properties, type=type, bbox=bbox, id=id, **kwds, ) class FeatureCollection(VegaLiteSchema): """FeatureCollection schema wrapper A collection of feature objects. https://tools.ietf.org/html/rfc7946#section-3.3 Parameters ---------- features : Sequence[dict, :class:`FeatureGeometryGeoJsonProperties`] type : str Specifies the type of GeoJSON object. bbox : :class:`BBox`, Sequence[float] Bounding box of the coordinate range of the object's Geometries, Features, or Feature Collections. https://tools.ietf.org/html/rfc7946#section-5 """ _schema = {"$ref": "#/definitions/FeatureCollection"} def __init__( self, features: Union[Sequence[Union[dict, "SchemaBase"]], UndefinedType] = Undefined, type: Union[str, UndefinedType] = Undefined, bbox: Union["SchemaBase", Sequence[float], UndefinedType] = Undefined, **kwds, ): super(FeatureCollection, self).__init__( features=features, type=type, bbox=bbox, **kwds ) class FeatureGeometryGeoJsonProperties(VegaLiteSchema): """FeatureGeometryGeoJsonProperties schema wrapper A feature object which contains a geometry and associated properties. https://tools.ietf.org/html/rfc7946#section-3.2 Parameters ---------- geometry : dict, :class:`Point`, :class:`Polygon`, :class:`Geometry`, :class:`LineString`, :class:`MultiPoint`, :class:`MultiPolygon`, :class:`MultiLineString`, :class:`GeometryCollection` The feature's geometry properties : dict, None, :class:`GeoJsonProperties` Properties associated with this feature. type : str Specifies the type of GeoJSON object. bbox : :class:`BBox`, Sequence[float] Bounding box of the coordinate range of the object's Geometries, Features, or Feature Collections. https://tools.ietf.org/html/rfc7946#section-5 id : str, float A value that uniquely identifies this feature in a https://tools.ietf.org/html/rfc7946#section-3.2. """ _schema = {"$ref": "#/definitions/Feature"} def __init__( self, geometry: Union[dict, "SchemaBase", UndefinedType] = Undefined, properties: Union[dict, None, "SchemaBase", UndefinedType] = Undefined, type: Union[str, UndefinedType] = Undefined, bbox: Union["SchemaBase", Sequence[float], UndefinedType] = Undefined, id: Union[str, float, UndefinedType] = Undefined, **kwds, ): super(FeatureGeometryGeoJsonProperties, self).__init__( geometry=geometry, properties=properties, type=type, bbox=bbox, id=id, **kwds, ) class Field(VegaLiteSchema): """Field schema wrapper""" _schema = {"$ref": "#/definitions/Field"} def __init__(self, *args, **kwds): super(Field, self).__init__(*args, **kwds) class FieldDefWithoutScale(VegaLiteSchema): """FieldDefWithoutScale schema wrapper Definition object for a data field, its type and transformation of an encoding channel. Parameters ---------- shorthand : str, dict, Sequence[str], :class:`RepeatRef` shorthand for field, aggregate, and type aggregate : dict, :class:`Aggregate`, :class:`ArgmaxDef`, :class:`ArgminDef`, :class:`NonArgAggregateOp`, Literal['average', 'count', 'distinct', 'max', 'mean', 'median', 'min', 'missing', 'product', 'q1', 'q3', 'ci0', 'ci1', 'stderr', 'stdev', 'stdevp', 'sum', 'valid', 'values', 'variance', 'variancep', 'exponential', 'exponentialb'] Aggregation function for the field (e.g., ``"mean"``, ``"sum"``, ``"median"``, ``"min"``, ``"max"``, ``"count"`` ). **Default value:** ``undefined`` (None) **See also:** `aggregate `__ documentation. bandPosition : float Relative position on a band of a stacked, binned, time unit, or band scale. For example, the marks will be positioned at the beginning of the band if set to ``0``, and at the middle of the band if set to ``0.5``. bin : str, bool, dict, None, :class:`BinParams` A flag for binning a ``quantitative`` field, `an object defining binning parameters `__, or indicating that the data for ``x`` or ``y`` channel are binned before they are imported into Vega-Lite ( ``"binned"`` ). If ``true``, default `binning parameters `__ will be applied. If ``"binned"``, this indicates that the data for the ``x`` (or ``y`` ) channel are already binned. You can map the bin-start field to ``x`` (or ``y`` ) and the bin-end field to ``x2`` (or ``y2`` ). The scale and axis will be formatted similar to binning in Vega-Lite. To adjust the axis ticks based on the bin step, you can also set the axis's `tickMinStep `__ property. **Default value:** ``false`` **See also:** `bin `__ documentation. field : str, dict, :class:`Field`, :class:`FieldName`, :class:`RepeatRef` **Required.** A string defining the name of the field from which to pull a data value or an object defining iterated values from the `repeat `__ operator. **See also:** `field `__ documentation. **Notes:** 1) Dots ( ``.`` ) and brackets ( ``[`` and ``]`` ) can be used to access nested objects (e.g., ``"field": "foo.bar"`` and ``"field": "foo['bar']"`` ). If field names contain dots or brackets but are not nested, you can use ``\\`` to escape dots and brackets (e.g., ``"a\\.b"`` and ``"a\\[0\\]"`` ). See more details about escaping in the `field documentation `__. 2) ``field`` is not required if ``aggregate`` is ``count``. timeUnit : dict, :class:`TimeUnit`, :class:`MultiTimeUnit`, :class:`BinnedTimeUnit`, :class:`SingleTimeUnit`, :class:`TimeUnitParams`, :class:`UtcMultiTimeUnit`, :class:`UtcSingleTimeUnit`, :class:`LocalMultiTimeUnit`, :class:`LocalSingleTimeUnit`, Literal['year', 'quarter', 'month', 'week', 'day', 'dayofyear', 'date', 'hours', 'minutes', 'seconds', 'milliseconds'], Literal['utcyear', 'utcquarter', 'utcmonth', 'utcweek', 'utcday', 'utcdayofyear', 'utcdate', 'utchours', 'utcminutes', 'utcseconds', 'utcmilliseconds'], Literal['binnedyear', 'binnedyearquarter', 'binnedyearquartermonth', 'binnedyearmonth', 'binnedyearmonthdate', 'binnedyearmonthdatehours', 'binnedyearmonthdatehoursminutes', 'binnedyearmonthdatehoursminutesseconds', 'binnedyearweek', 'binnedyearweekday', 'binnedyearweekdayhours', 'binnedyearweekdayhoursminutes', 'binnedyearweekdayhoursminutesseconds', 'binnedyeardayofyear'], Literal['binnedutcyear', 'binnedutcyearquarter', 'binnedutcyearquartermonth', 'binnedutcyearmonth', 'binnedutcyearmonthdate', 'binnedutcyearmonthdatehours', 'binnedutcyearmonthdatehoursminutes', 'binnedutcyearmonthdatehoursminutesseconds', 'binnedutcyearweek', 'binnedutcyearweekday', 'binnedutcyearweekdayhours', 'binnedutcyearweekdayhoursminutes', 'binnedutcyearweekdayhoursminutesseconds', 'binnedutcyeardayofyear'], Literal['yearquarter', 'yearquartermonth', 'yearmonth', 'yearmonthdate', 'yearmonthdatehours', 'yearmonthdatehoursminutes', 'yearmonthdatehoursminutesseconds', 'yearweek', 'yearweekday', 'yearweekdayhours', 'yearweekdayhoursminutes', 'yearweekdayhoursminutesseconds', 'yeardayofyear', 'quartermonth', 'monthdate', 'monthdatehours', 'monthdatehoursminutes', 'monthdatehoursminutesseconds', 'weekday', 'weekdayhours', 'weekdayhoursminutes', 'weekdayhoursminutesseconds', 'dayhours', 'dayhoursminutes', 'dayhoursminutesseconds', 'hoursminutes', 'hoursminutesseconds', 'minutesseconds', 'secondsmilliseconds'], Literal['utcyearquarter', 'utcyearquartermonth', 'utcyearmonth', 'utcyearmonthdate', 'utcyearmonthdatehours', 'utcyearmonthdatehoursminutes', 'utcyearmonthdatehoursminutesseconds', 'utcyearweek', 'utcyearweekday', 'utcyearweekdayhours', 'utcyearweekdayhoursminutes', 'utcyearweekdayhoursminutesseconds', 'utcyeardayofyear', 'utcquartermonth', 'utcmonthdate', 'utcmonthdatehours', 'utcmonthdatehoursminutes', 'utcmonthdatehoursminutesseconds', 'utcweekday', 'utcweeksdayhours', 'utcweekdayhoursminutes', 'utcweekdayhoursminutesseconds', 'utcdayhours', 'utcdayhoursminutes', 'utcdayhoursminutesseconds', 'utchoursminutes', 'utchoursminutesseconds', 'utcminutesseconds', 'utcsecondsmilliseconds'] Time unit (e.g., ``year``, ``yearmonth``, ``month``, ``hours`` ) for a temporal field. or `a temporal field that gets casted as ordinal `__. **Default value:** ``undefined`` (None) **See also:** `timeUnit `__ documentation. title : str, None, :class:`Text`, Sequence[str] A title for the field. If ``null``, the title will be removed. **Default value:** derived from the field's name and transformation function ( ``aggregate``, ``bin`` and ``timeUnit`` ). If the field has an aggregate function, the function is displayed as part of the title (e.g., ``"Sum of Profit"`` ). If the field is binned or has a time unit applied, the applied function is shown in parentheses (e.g., ``"Profit (binned)"``, ``"Transaction Date (year-month)"`` ). Otherwise, the title is simply the field name. **Notes** : 1) You can customize the default field title format by providing the `fieldTitle `__ property in the `config `__ or `fieldTitle function via the compile function's options `__. 2) If both field definition's ``title`` and axis, header, or legend ``title`` are defined, axis/header/legend title will be used. type : :class:`StandardType`, Literal['quantitative', 'ordinal', 'temporal', 'nominal'] The type of measurement ( ``"quantitative"``, ``"temporal"``, ``"ordinal"``, or ``"nominal"`` ) for the encoded field or constant value ( ``datum`` ). It can also be a ``"geojson"`` type for encoding `'geoshape' `__. Vega-Lite automatically infers data types in many cases as discussed below. However, type is required for a field if: (1) the field is not nominal and the field encoding has no specified ``aggregate`` (except ``argmin`` and ``argmax`` ), ``bin``, scale type, custom ``sort`` order, nor ``timeUnit`` or (2) if you wish to use an ordinal scale for a field with ``bin`` or ``timeUnit``. **Default value:** 1) For a data ``field``, ``"nominal"`` is the default data type unless the field encoding has ``aggregate``, ``channel``, ``bin``, scale type, ``sort``, or ``timeUnit`` that satisfies the following criteria: * ``"quantitative"`` is the default type if (1) the encoded field contains ``bin`` or ``aggregate`` except ``"argmin"`` and ``"argmax"``, (2) the encoding channel is ``latitude`` or ``longitude`` channel or (3) if the specified scale type is `a quantitative scale `__. * ``"temporal"`` is the default type if (1) the encoded field contains ``timeUnit`` or (2) the specified scale type is a time or utc scale * ``"ordinal"`` is the default type if (1) the encoded field contains a `custom sort order `__, (2) the specified scale type is an ordinal/point/band scale, or (3) the encoding channel is ``order``. 2) For a constant value in data domain ( ``datum`` ): * ``"quantitative"`` if the datum is a number * ``"nominal"`` if the datum is a string * ``"temporal"`` if the datum is `a date time object `__ **Note:** * Data ``type`` describes the semantics of the data rather than the primitive data types (number, string, etc.). The same primitive data type can have different types of measurement. For example, numeric data can represent quantitative, ordinal, or nominal data. * Data values for a temporal field can be either a date-time string (e.g., ``"2015-03-07 12:32:17"``, ``"17:01"``, ``"2015-03-16"``. ``"2015"`` ) or a timestamp number (e.g., ``1552199579097`` ). * When using with `bin `__, the ``type`` property can be either ``"quantitative"`` (for using a linear bin scale) or `"ordinal" (for using an ordinal bin scale) `__. * When using with `timeUnit `__, the ``type`` property can be either ``"temporal"`` (default, for using a temporal scale) or `"ordinal" (for using an ordinal scale) `__. * When using with `aggregate `__, the ``type`` property refers to the post-aggregation data type. For example, we can calculate count ``distinct`` of a categorical field ``"cat"`` using ``{"aggregate": "distinct", "field": "cat"}``. The ``"type"`` of the aggregate output is ``"quantitative"``. * Secondary channels (e.g., ``x2``, ``y2``, ``xError``, ``yError`` ) do not have ``type`` as they must have exactly the same type as their primary channels (e.g., ``x``, ``y`` ). **See also:** `type `__ documentation. """ _schema = {"$ref": "#/definitions/FieldDefWithoutScale"} def __init__( self, shorthand: Union[ str, dict, "SchemaBase", Sequence[str], UndefinedType ] = Undefined, aggregate: Union[ dict, "SchemaBase", Literal[ "average", "count", "distinct", "max", "mean", "median", "min", "missing", "product", "q1", "q3", "ci0", "ci1", "stderr", "stdev", "stdevp", "sum", "valid", "values", "variance", "variancep", "exponential", "exponentialb", ], UndefinedType, ] = Undefined, bandPosition: Union[float, UndefinedType] = Undefined, bin: Union[str, bool, dict, None, "SchemaBase", UndefinedType] = Undefined, field: Union[str, dict, "SchemaBase", UndefinedType] = Undefined, timeUnit: Union[ dict, "SchemaBase", Literal[ "year", "quarter", "month", "week", "day", "dayofyear", "date", "hours", "minutes", "seconds", "milliseconds", ], Literal[ "utcyear", "utcquarter", "utcmonth", "utcweek", "utcday", "utcdayofyear", "utcdate", "utchours", "utcminutes", "utcseconds", "utcmilliseconds", ], Literal[ "binnedyear", "binnedyearquarter", "binnedyearquartermonth", "binnedyearmonth", "binnedyearmonthdate", "binnedyearmonthdatehours", "binnedyearmonthdatehoursminutes", "binnedyearmonthdatehoursminutesseconds", "binnedyearweek", "binnedyearweekday", "binnedyearweekdayhours", "binnedyearweekdayhoursminutes", "binnedyearweekdayhoursminutesseconds", "binnedyeardayofyear", ], Literal[ "binnedutcyear", "binnedutcyearquarter", "binnedutcyearquartermonth", "binnedutcyearmonth", "binnedutcyearmonthdate", "binnedutcyearmonthdatehours", "binnedutcyearmonthdatehoursminutes", "binnedutcyearmonthdatehoursminutesseconds", "binnedutcyearweek", "binnedutcyearweekday", "binnedutcyearweekdayhours", "binnedutcyearweekdayhoursminutes", "binnedutcyearweekdayhoursminutesseconds", "binnedutcyeardayofyear", ], Literal[ "yearquarter", "yearquartermonth", "yearmonth", "yearmonthdate", "yearmonthdatehours", "yearmonthdatehoursminutes", "yearmonthdatehoursminutesseconds", "yearweek", "yearweekday", "yearweekdayhours", "yearweekdayhoursminutes", "yearweekdayhoursminutesseconds", "yeardayofyear", "quartermonth", "monthdate", "monthdatehours", "monthdatehoursminutes", "monthdatehoursminutesseconds", "weekday", "weekdayhours", "weekdayhoursminutes", "weekdayhoursminutesseconds", "dayhours", "dayhoursminutes", "dayhoursminutesseconds", "hoursminutes", "hoursminutesseconds", "minutesseconds", "secondsmilliseconds", ], Literal[ "utcyearquarter", "utcyearquartermonth", "utcyearmonth", "utcyearmonthdate", "utcyearmonthdatehours", "utcyearmonthdatehoursminutes", "utcyearmonthdatehoursminutesseconds", "utcyearweek", "utcyearweekday", "utcyearweekdayhours", "utcyearweekdayhoursminutes", "utcyearweekdayhoursminutesseconds", "utcyeardayofyear", "utcquartermonth", "utcmonthdate", "utcmonthdatehours", "utcmonthdatehoursminutes", "utcmonthdatehoursminutesseconds", "utcweekday", "utcweeksdayhours", "utcweekdayhoursminutes", "utcweekdayhoursminutesseconds", "utcdayhours", "utcdayhoursminutes", "utcdayhoursminutesseconds", "utchoursminutes", "utchoursminutesseconds", "utcminutesseconds", "utcsecondsmilliseconds", ], UndefinedType, ] = Undefined, title: Union[str, None, "SchemaBase", Sequence[str], UndefinedType] = Undefined, type: Union[ "SchemaBase", Literal["quantitative", "ordinal", "temporal", "nominal"], UndefinedType, ] = Undefined, **kwds, ): super(FieldDefWithoutScale, self).__init__( shorthand=shorthand, aggregate=aggregate, bandPosition=bandPosition, bin=bin, field=field, timeUnit=timeUnit, title=title, type=type, **kwds, ) class FieldName(Field): """FieldName schema wrapper""" _schema = {"$ref": "#/definitions/FieldName"} def __init__(self, *args): super(FieldName, self).__init__(*args) class FieldOrDatumDefWithConditionStringFieldDefstring(VegaLiteSchema): """FieldOrDatumDefWithConditionStringFieldDefstring schema wrapper Parameters ---------- aggregate : dict, :class:`Aggregate`, :class:`ArgmaxDef`, :class:`ArgminDef`, :class:`NonArgAggregateOp`, Literal['average', 'count', 'distinct', 'max', 'mean', 'median', 'min', 'missing', 'product', 'q1', 'q3', 'ci0', 'ci1', 'stderr', 'stdev', 'stdevp', 'sum', 'valid', 'values', 'variance', 'variancep', 'exponential', 'exponentialb'] Aggregation function for the field (e.g., ``"mean"``, ``"sum"``, ``"median"``, ``"min"``, ``"max"``, ``"count"`` ). **Default value:** ``undefined`` (None) **See also:** `aggregate `__ documentation. bandPosition : float Relative position on a band of a stacked, binned, time unit, or band scale. For example, the marks will be positioned at the beginning of the band if set to ``0``, and at the middle of the band if set to ``0.5``. bin : str, bool, dict, None, :class:`BinParams` A flag for binning a ``quantitative`` field, `an object defining binning parameters `__, or indicating that the data for ``x`` or ``y`` channel are binned before they are imported into Vega-Lite ( ``"binned"`` ). If ``true``, default `binning parameters `__ will be applied. If ``"binned"``, this indicates that the data for the ``x`` (or ``y`` ) channel are already binned. You can map the bin-start field to ``x`` (or ``y`` ) and the bin-end field to ``x2`` (or ``y2`` ). The scale and axis will be formatted similar to binning in Vega-Lite. To adjust the axis ticks based on the bin step, you can also set the axis's `tickMinStep `__ property. **Default value:** ``false`` **See also:** `bin `__ documentation. condition : dict, :class:`ConditionalValueDefstringExprRef`, :class:`ConditionalParameterValueDefstringExprRef`, :class:`ConditionalPredicateValueDefstringExprRef`, Sequence[dict, :class:`ConditionalValueDefstringExprRef`, :class:`ConditionalParameterValueDefstringExprRef`, :class:`ConditionalPredicateValueDefstringExprRef`] One or more value definition(s) with `a parameter or a test predicate `__. **Note:** A field definition's ``condition`` property can only contain `conditional value definitions `__ since Vega-Lite only allows at most one encoded field per encoding channel. field : str, dict, :class:`Field`, :class:`FieldName`, :class:`RepeatRef` **Required.** A string defining the name of the field from which to pull a data value or an object defining iterated values from the `repeat `__ operator. **See also:** `field `__ documentation. **Notes:** 1) Dots ( ``.`` ) and brackets ( ``[`` and ``]`` ) can be used to access nested objects (e.g., ``"field": "foo.bar"`` and ``"field": "foo['bar']"`` ). If field names contain dots or brackets but are not nested, you can use ``\\`` to escape dots and brackets (e.g., ``"a\\.b"`` and ``"a\\[0\\]"`` ). See more details about escaping in the `field documentation `__. 2) ``field`` is not required if ``aggregate`` is ``count``. format : str, dict, :class:`Dict` When used with the default ``"number"`` and ``"time"`` format type, the text formatting pattern for labels of guides (axes, legends, headers) and text marks. * If the format type is ``"number"`` (e.g., for quantitative fields), this is D3's `number format pattern `__. * If the format type is ``"time"`` (e.g., for temporal fields), this is D3's `time format pattern `__. See the `format documentation `__ for more examples. When used with a `custom formatType `__, this value will be passed as ``format`` alongside ``datum.value`` to the registered function. **Default value:** Derived from `numberFormat `__ config for number format and from `timeFormat `__ config for time format. formatType : str The format type for labels. One of ``"number"``, ``"time"``, or a `registered custom format type `__. **Default value:** * ``"time"`` for temporal fields and ordinal and nominal fields with ``timeUnit``. * ``"number"`` for quantitative fields as well as ordinal and nominal fields without ``timeUnit``. timeUnit : dict, :class:`TimeUnit`, :class:`MultiTimeUnit`, :class:`BinnedTimeUnit`, :class:`SingleTimeUnit`, :class:`TimeUnitParams`, :class:`UtcMultiTimeUnit`, :class:`UtcSingleTimeUnit`, :class:`LocalMultiTimeUnit`, :class:`LocalSingleTimeUnit`, Literal['year', 'quarter', 'month', 'week', 'day', 'dayofyear', 'date', 'hours', 'minutes', 'seconds', 'milliseconds'], Literal['utcyear', 'utcquarter', 'utcmonth', 'utcweek', 'utcday', 'utcdayofyear', 'utcdate', 'utchours', 'utcminutes', 'utcseconds', 'utcmilliseconds'], Literal['binnedyear', 'binnedyearquarter', 'binnedyearquartermonth', 'binnedyearmonth', 'binnedyearmonthdate', 'binnedyearmonthdatehours', 'binnedyearmonthdatehoursminutes', 'binnedyearmonthdatehoursminutesseconds', 'binnedyearweek', 'binnedyearweekday', 'binnedyearweekdayhours', 'binnedyearweekdayhoursminutes', 'binnedyearweekdayhoursminutesseconds', 'binnedyeardayofyear'], Literal['binnedutcyear', 'binnedutcyearquarter', 'binnedutcyearquartermonth', 'binnedutcyearmonth', 'binnedutcyearmonthdate', 'binnedutcyearmonthdatehours', 'binnedutcyearmonthdatehoursminutes', 'binnedutcyearmonthdatehoursminutesseconds', 'binnedutcyearweek', 'binnedutcyearweekday', 'binnedutcyearweekdayhours', 'binnedutcyearweekdayhoursminutes', 'binnedutcyearweekdayhoursminutesseconds', 'binnedutcyeardayofyear'], Literal['yearquarter', 'yearquartermonth', 'yearmonth', 'yearmonthdate', 'yearmonthdatehours', 'yearmonthdatehoursminutes', 'yearmonthdatehoursminutesseconds', 'yearweek', 'yearweekday', 'yearweekdayhours', 'yearweekdayhoursminutes', 'yearweekdayhoursminutesseconds', 'yeardayofyear', 'quartermonth', 'monthdate', 'monthdatehours', 'monthdatehoursminutes', 'monthdatehoursminutesseconds', 'weekday', 'weekdayhours', 'weekdayhoursminutes', 'weekdayhoursminutesseconds', 'dayhours', 'dayhoursminutes', 'dayhoursminutesseconds', 'hoursminutes', 'hoursminutesseconds', 'minutesseconds', 'secondsmilliseconds'], Literal['utcyearquarter', 'utcyearquartermonth', 'utcyearmonth', 'utcyearmonthdate', 'utcyearmonthdatehours', 'utcyearmonthdatehoursminutes', 'utcyearmonthdatehoursminutesseconds', 'utcyearweek', 'utcyearweekday', 'utcyearweekdayhours', 'utcyearweekdayhoursminutes', 'utcyearweekdayhoursminutesseconds', 'utcyeardayofyear', 'utcquartermonth', 'utcmonthdate', 'utcmonthdatehours', 'utcmonthdatehoursminutes', 'utcmonthdatehoursminutesseconds', 'utcweekday', 'utcweeksdayhours', 'utcweekdayhoursminutes', 'utcweekdayhoursminutesseconds', 'utcdayhours', 'utcdayhoursminutes', 'utcdayhoursminutesseconds', 'utchoursminutes', 'utchoursminutesseconds', 'utcminutesseconds', 'utcsecondsmilliseconds'] Time unit (e.g., ``year``, ``yearmonth``, ``month``, ``hours`` ) for a temporal field. or `a temporal field that gets casted as ordinal `__. **Default value:** ``undefined`` (None) **See also:** `timeUnit `__ documentation. title : str, None, :class:`Text`, Sequence[str] A title for the field. If ``null``, the title will be removed. **Default value:** derived from the field's name and transformation function ( ``aggregate``, ``bin`` and ``timeUnit`` ). If the field has an aggregate function, the function is displayed as part of the title (e.g., ``"Sum of Profit"`` ). If the field is binned or has a time unit applied, the applied function is shown in parentheses (e.g., ``"Profit (binned)"``, ``"Transaction Date (year-month)"`` ). Otherwise, the title is simply the field name. **Notes** : 1) You can customize the default field title format by providing the `fieldTitle `__ property in the `config `__ or `fieldTitle function via the compile function's options `__. 2) If both field definition's ``title`` and axis, header, or legend ``title`` are defined, axis/header/legend title will be used. type : :class:`StandardType`, Literal['quantitative', 'ordinal', 'temporal', 'nominal'] The type of measurement ( ``"quantitative"``, ``"temporal"``, ``"ordinal"``, or ``"nominal"`` ) for the encoded field or constant value ( ``datum`` ). It can also be a ``"geojson"`` type for encoding `'geoshape' `__. Vega-Lite automatically infers data types in many cases as discussed below. However, type is required for a field if: (1) the field is not nominal and the field encoding has no specified ``aggregate`` (except ``argmin`` and ``argmax`` ), ``bin``, scale type, custom ``sort`` order, nor ``timeUnit`` or (2) if you wish to use an ordinal scale for a field with ``bin`` or ``timeUnit``. **Default value:** 1) For a data ``field``, ``"nominal"`` is the default data type unless the field encoding has ``aggregate``, ``channel``, ``bin``, scale type, ``sort``, or ``timeUnit`` that satisfies the following criteria: * ``"quantitative"`` is the default type if (1) the encoded field contains ``bin`` or ``aggregate`` except ``"argmin"`` and ``"argmax"``, (2) the encoding channel is ``latitude`` or ``longitude`` channel or (3) if the specified scale type is `a quantitative scale `__. * ``"temporal"`` is the default type if (1) the encoded field contains ``timeUnit`` or (2) the specified scale type is a time or utc scale * ``"ordinal"`` is the default type if (1) the encoded field contains a `custom sort order `__, (2) the specified scale type is an ordinal/point/band scale, or (3) the encoding channel is ``order``. 2) For a constant value in data domain ( ``datum`` ): * ``"quantitative"`` if the datum is a number * ``"nominal"`` if the datum is a string * ``"temporal"`` if the datum is `a date time object `__ **Note:** * Data ``type`` describes the semantics of the data rather than the primitive data types (number, string, etc.). The same primitive data type can have different types of measurement. For example, numeric data can represent quantitative, ordinal, or nominal data. * Data values for a temporal field can be either a date-time string (e.g., ``"2015-03-07 12:32:17"``, ``"17:01"``, ``"2015-03-16"``. ``"2015"`` ) or a timestamp number (e.g., ``1552199579097`` ). * When using with `bin `__, the ``type`` property can be either ``"quantitative"`` (for using a linear bin scale) or `"ordinal" (for using an ordinal bin scale) `__. * When using with `timeUnit `__, the ``type`` property can be either ``"temporal"`` (default, for using a temporal scale) or `"ordinal" (for using an ordinal scale) `__. * When using with `aggregate `__, the ``type`` property refers to the post-aggregation data type. For example, we can calculate count ``distinct`` of a categorical field ``"cat"`` using ``{"aggregate": "distinct", "field": "cat"}``. The ``"type"`` of the aggregate output is ``"quantitative"``. * Secondary channels (e.g., ``x2``, ``y2``, ``xError``, ``yError`` ) do not have ``type`` as they must have exactly the same type as their primary channels (e.g., ``x``, ``y`` ). **See also:** `type `__ documentation. """ _schema = { "$ref": "#/definitions/FieldOrDatumDefWithCondition" } def __init__( self, aggregate: Union[ dict, "SchemaBase", Literal[ "average", "count", "distinct", "max", "mean", "median", "min", "missing", "product", "q1", "q3", "ci0", "ci1", "stderr", "stdev", "stdevp", "sum", "valid", "values", "variance", "variancep", "exponential", "exponentialb", ], UndefinedType, ] = Undefined, bandPosition: Union[float, UndefinedType] = Undefined, bin: Union[str, bool, dict, None, "SchemaBase", UndefinedType] = Undefined, condition: Union[ dict, "SchemaBase", Sequence[Union[dict, "SchemaBase"]], UndefinedType ] = Undefined, field: Union[str, dict, "SchemaBase", UndefinedType] = Undefined, format: Union[str, dict, "SchemaBase", UndefinedType] = Undefined, formatType: Union[str, UndefinedType] = Undefined, timeUnit: Union[ dict, "SchemaBase", Literal[ "year", "quarter", "month", "week", "day", "dayofyear", "date", "hours", "minutes", "seconds", "milliseconds", ], Literal[ "utcyear", "utcquarter", "utcmonth", "utcweek", "utcday", "utcdayofyear", "utcdate", "utchours", "utcminutes", "utcseconds", "utcmilliseconds", ], Literal[ "binnedyear", "binnedyearquarter", "binnedyearquartermonth", "binnedyearmonth", "binnedyearmonthdate", "binnedyearmonthdatehours", "binnedyearmonthdatehoursminutes", "binnedyearmonthdatehoursminutesseconds", "binnedyearweek", "binnedyearweekday", "binnedyearweekdayhours", "binnedyearweekdayhoursminutes", "binnedyearweekdayhoursminutesseconds", "binnedyeardayofyear", ], Literal[ "binnedutcyear", "binnedutcyearquarter", "binnedutcyearquartermonth", "binnedutcyearmonth", "binnedutcyearmonthdate", "binnedutcyearmonthdatehours", "binnedutcyearmonthdatehoursminutes", "binnedutcyearmonthdatehoursminutesseconds", "binnedutcyearweek", "binnedutcyearweekday", "binnedutcyearweekdayhours", "binnedutcyearweekdayhoursminutes", "binnedutcyearweekdayhoursminutesseconds", "binnedutcyeardayofyear", ], Literal[ "yearquarter", "yearquartermonth", "yearmonth", "yearmonthdate", "yearmonthdatehours", "yearmonthdatehoursminutes", "yearmonthdatehoursminutesseconds", "yearweek", "yearweekday", "yearweekdayhours", "yearweekdayhoursminutes", "yearweekdayhoursminutesseconds", "yeardayofyear", "quartermonth", "monthdate", "monthdatehours", "monthdatehoursminutes", "monthdatehoursminutesseconds", "weekday", "weekdayhours", "weekdayhoursminutes", "weekdayhoursminutesseconds", "dayhours", "dayhoursminutes", "dayhoursminutesseconds", "hoursminutes", "hoursminutesseconds", "minutesseconds", "secondsmilliseconds", ], Literal[ "utcyearquarter", "utcyearquartermonth", "utcyearmonth", "utcyearmonthdate", "utcyearmonthdatehours", "utcyearmonthdatehoursminutes", "utcyearmonthdatehoursminutesseconds", "utcyearweek", "utcyearweekday", "utcyearweekdayhours", "utcyearweekdayhoursminutes", "utcyearweekdayhoursminutesseconds", "utcyeardayofyear", "utcquartermonth", "utcmonthdate", "utcmonthdatehours", "utcmonthdatehoursminutes", "utcmonthdatehoursminutesseconds", "utcweekday", "utcweeksdayhours", "utcweekdayhoursminutes", "utcweekdayhoursminutesseconds", "utcdayhours", "utcdayhoursminutes", "utcdayhoursminutesseconds", "utchoursminutes", "utchoursminutesseconds", "utcminutesseconds", "utcsecondsmilliseconds", ], UndefinedType, ] = Undefined, title: Union[str, None, "SchemaBase", Sequence[str], UndefinedType] = Undefined, type: Union[ "SchemaBase", Literal["quantitative", "ordinal", "temporal", "nominal"], UndefinedType, ] = Undefined, **kwds, ): super(FieldOrDatumDefWithConditionStringFieldDefstring, self).__init__( aggregate=aggregate, bandPosition=bandPosition, bin=bin, condition=condition, field=field, format=format, formatType=formatType, timeUnit=timeUnit, title=title, type=type, **kwds, ) class FieldRange(VegaLiteSchema): """FieldRange schema wrapper Parameters ---------- field : str """ _schema = {"$ref": "#/definitions/FieldRange"} def __init__(self, field: Union[str, UndefinedType] = Undefined, **kwds): super(FieldRange, self).__init__(field=field, **kwds) class Fit(VegaLiteSchema): """Fit schema wrapper""" _schema = {"$ref": "#/definitions/Fit"} def __init__(self, *args, **kwds): super(Fit, self).__init__(*args, **kwds) class FontStyle(VegaLiteSchema): """FontStyle schema wrapper""" _schema = {"$ref": "#/definitions/FontStyle"} def __init__(self, *args): super(FontStyle, self).__init__(*args) class FontWeight(VegaLiteSchema): """FontWeight schema wrapper""" _schema = {"$ref": "#/definitions/FontWeight"} def __init__(self, *args): super(FontWeight, self).__init__(*args) class FormatConfig(VegaLiteSchema): """FormatConfig schema wrapper Parameters ---------- normalizedNumberFormat : str If normalizedNumberFormatType is not specified, D3 number format for axis labels, text marks, and tooltips of normalized stacked fields (fields with ``stack: "normalize"`` ). For example ``"s"`` for SI units. Use `D3's number format pattern `__. If ``config.normalizedNumberFormatType`` is specified and ``config.customFormatTypes`` is ``true``, this value will be passed as ``format`` alongside ``datum.value`` to the ``config.numberFormatType`` function. **Default value:** ``%`` normalizedNumberFormatType : str `Custom format type `__ for ``config.normalizedNumberFormat``. **Default value:** ``undefined`` -- This is equilvalent to call D3-format, which is exposed as `format in Vega-Expression `__. **Note:** You must also set ``customFormatTypes`` to ``true`` to use this feature. numberFormat : str If numberFormatType is not specified, D3 number format for guide labels, text marks, and tooltips of non-normalized fields (fields *without* ``stack: "normalize"`` ). For example ``"s"`` for SI units. Use `D3's number format pattern `__. If ``config.numberFormatType`` is specified and ``config.customFormatTypes`` is ``true``, this value will be passed as ``format`` alongside ``datum.value`` to the ``config.numberFormatType`` function. numberFormatType : str `Custom format type `__ for ``config.numberFormat``. **Default value:** ``undefined`` -- This is equilvalent to call D3-format, which is exposed as `format in Vega-Expression `__. **Note:** You must also set ``customFormatTypes`` to ``true`` to use this feature. timeFormat : str Default time format for raw time values (without time units) in text marks, legend labels and header labels. **Default value:** ``"%b %d, %Y"`` **Note:** Axes automatically determine the format for each label automatically so this config does not affect axes. timeFormatType : str `Custom format type `__ for ``config.timeFormat``. **Default value:** ``undefined`` -- This is equilvalent to call D3-time-format, which is exposed as `timeFormat in Vega-Expression `__. **Note:** You must also set ``customFormatTypes`` to ``true`` and there must *not* be a ``timeUnit`` defined to use this feature. """ _schema = {"$ref": "#/definitions/FormatConfig"} def __init__( self, normalizedNumberFormat: Union[str, UndefinedType] = Undefined, normalizedNumberFormatType: Union[str, UndefinedType] = Undefined, numberFormat: Union[str, UndefinedType] = Undefined, numberFormatType: Union[str, UndefinedType] = Undefined, timeFormat: Union[str, UndefinedType] = Undefined, timeFormatType: Union[str, UndefinedType] = Undefined, **kwds, ): super(FormatConfig, self).__init__( normalizedNumberFormat=normalizedNumberFormat, normalizedNumberFormatType=normalizedNumberFormatType, numberFormat=numberFormat, numberFormatType=numberFormatType, timeFormat=timeFormat, timeFormatType=timeFormatType, **kwds, ) class Generator(Data): """Generator schema wrapper""" _schema = {"$ref": "#/definitions/Generator"} def __init__(self, *args, **kwds): super(Generator, self).__init__(*args, **kwds) class GenericUnitSpecEncodingAnyMark(VegaLiteSchema): """GenericUnitSpecEncodingAnyMark schema wrapper Base interface for a unit (single-view) specification. Parameters ---------- mark : str, dict, :class:`Mark`, :class:`AnyMark`, :class:`BoxPlot`, :class:`MarkDef`, :class:`ErrorBar`, :class:`ErrorBand`, :class:`BoxPlotDef`, :class:`ErrorBarDef`, :class:`ErrorBandDef`, :class:`CompositeMark`, :class:`CompositeMarkDef`, Literal['arc', 'area', 'bar', 'image', 'line', 'point', 'rect', 'rule', 'text', 'tick', 'trail', 'circle', 'square', 'geoshape'] A string describing the mark type (one of ``"bar"``, ``"circle"``, ``"square"``, ``"tick"``, ``"line"``, ``"area"``, ``"point"``, ``"rule"``, ``"geoshape"``, and ``"text"`` ) or a `mark definition object `__. data : dict, None, :class:`Data`, :class:`UrlData`, :class:`Generator`, :class:`NamedData`, :class:`DataSource`, :class:`InlineData`, :class:`SphereGenerator`, :class:`SequenceGenerator`, :class:`GraticuleGenerator` An object 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. description : str Description of this mark for commenting purpose. encoding : dict, :class:`Encoding` A key-value mapping between encoding channels and definition of fields. name : str Name of the visualization for later reference. params : Sequence[dict, :class:`SelectionParameter`] An array of parameters that may either be simple variables, or more complex selections that map user input to data queries. projection : dict, :class:`Projection` An object defining properties of geographic projection, which will be applied to ``shape`` path for ``"geoshape"`` marks and to ``latitude`` and ``"longitude"`` channels for other marks. title : str, dict, :class:`Text`, Sequence[str], :class:`TitleParams` Title for the plot. transform : Sequence[dict, :class:`Transform`, :class:`BinTransform`, :class:`FoldTransform`, :class:`LoessTransform`, :class:`PivotTransform`, :class:`StackTransform`, :class:`ExtentTransform`, :class:`FilterTransform`, :class:`ImputeTransform`, :class:`LookupTransform`, :class:`SampleTransform`, :class:`WindowTransform`, :class:`DensityTransform`, :class:`FlattenTransform`, :class:`QuantileTransform`, :class:`TimeUnitTransform`, :class:`AggregateTransform`, :class:`CalculateTransform`, :class:`RegressionTransform`, :class:`JoinAggregateTransform`] An array of data transformations such as filter and new field calculation. """ _schema = {"$ref": "#/definitions/GenericUnitSpec"} def __init__( self, mark: Union[ str, dict, "SchemaBase", Literal[ "arc", "area", "bar", "image", "line", "point", "rect", "rule", "text", "tick", "trail", "circle", "square", "geoshape", ], UndefinedType, ] = Undefined, data: Union[dict, None, "SchemaBase", UndefinedType] = Undefined, description: Union[str, UndefinedType] = Undefined, encoding: Union[dict, "SchemaBase", UndefinedType] = Undefined, name: Union[str, UndefinedType] = Undefined, params: Union[Sequence[Union[dict, "SchemaBase"]], UndefinedType] = Undefined, projection: Union[dict, "SchemaBase", UndefinedType] = Undefined, title: Union[str, dict, "SchemaBase", Sequence[str], UndefinedType] = Undefined, transform: Union[ Sequence[Union[dict, "SchemaBase"]], UndefinedType ] = Undefined, **kwds, ): super(GenericUnitSpecEncodingAnyMark, self).__init__( mark=mark, data=data, description=description, encoding=encoding, name=name, params=params, projection=projection, title=title, transform=transform, **kwds, ) class GeoJsonFeature(Fit): """GeoJsonFeature schema wrapper A feature object which contains a geometry and associated properties. https://tools.ietf.org/html/rfc7946#section-3.2 Parameters ---------- geometry : dict, :class:`Point`, :class:`Polygon`, :class:`Geometry`, :class:`LineString`, :class:`MultiPoint`, :class:`MultiPolygon`, :class:`MultiLineString`, :class:`GeometryCollection` The feature's geometry properties : dict, None, :class:`GeoJsonProperties` Properties associated with this feature. type : str Specifies the type of GeoJSON object. bbox : :class:`BBox`, Sequence[float] Bounding box of the coordinate range of the object's Geometries, Features, or Feature Collections. https://tools.ietf.org/html/rfc7946#section-5 id : str, float A value that uniquely identifies this feature in a https://tools.ietf.org/html/rfc7946#section-3.2. """ _schema = {"$ref": "#/definitions/GeoJsonFeature"} def __init__( self, geometry: Union[dict, "SchemaBase", UndefinedType] = Undefined, properties: Union[dict, None, "SchemaBase", UndefinedType] = Undefined, type: Union[str, UndefinedType] = Undefined, bbox: Union["SchemaBase", Sequence[float], UndefinedType] = Undefined, id: Union[str, float, UndefinedType] = Undefined, **kwds, ): super(GeoJsonFeature, self).__init__( geometry=geometry, properties=properties, type=type, bbox=bbox, id=id, **kwds, ) class GeoJsonFeatureCollection(Fit): """GeoJsonFeatureCollection schema wrapper A collection of feature objects. https://tools.ietf.org/html/rfc7946#section-3.3 Parameters ---------- features : Sequence[dict, :class:`FeatureGeometryGeoJsonProperties`] type : str Specifies the type of GeoJSON object. bbox : :class:`BBox`, Sequence[float] Bounding box of the coordinate range of the object's Geometries, Features, or Feature Collections. https://tools.ietf.org/html/rfc7946#section-5 """ _schema = {"$ref": "#/definitions/GeoJsonFeatureCollection"} def __init__( self, features: Union[Sequence[Union[dict, "SchemaBase"]], UndefinedType] = Undefined, type: Union[str, UndefinedType] = Undefined, bbox: Union["SchemaBase", Sequence[float], UndefinedType] = Undefined, **kwds, ): super(GeoJsonFeatureCollection, self).__init__( features=features, type=type, bbox=bbox, **kwds ) class GeoJsonProperties(VegaLiteSchema): """GeoJsonProperties schema wrapper""" _schema = {"$ref": "#/definitions/GeoJsonProperties"} def __init__(self, *args, **kwds): super(GeoJsonProperties, self).__init__(*args, **kwds) class Geometry(VegaLiteSchema): """Geometry schema wrapper Union of geometry objects. https://tools.ietf.org/html/rfc7946#section-3 """ _schema = {"$ref": "#/definitions/Geometry"} def __init__(self, *args, **kwds): super(Geometry, self).__init__(*args, **kwds) class GeometryCollection(Geometry): """GeometryCollection schema wrapper Geometry Collection https://tools.ietf.org/html/rfc7946#section-3.1.8 Parameters ---------- geometries : Sequence[dict, :class:`Point`, :class:`Polygon`, :class:`Geometry`, :class:`LineString`, :class:`MultiPoint`, :class:`MultiPolygon`, :class:`MultiLineString`, :class:`GeometryCollection`] type : str Specifies the type of GeoJSON object. bbox : :class:`BBox`, Sequence[float] Bounding box of the coordinate range of the object's Geometries, Features, or Feature Collections. https://tools.ietf.org/html/rfc7946#section-5 """ _schema = {"$ref": "#/definitions/GeometryCollection"} def __init__( self, geometries: Union[ Sequence[Union[dict, "SchemaBase"]], UndefinedType ] = Undefined, type: Union[str, UndefinedType] = Undefined, bbox: Union["SchemaBase", Sequence[float], UndefinedType] = Undefined, **kwds, ): super(GeometryCollection, self).__init__( geometries=geometries, type=type, bbox=bbox, **kwds ) class Gradient(VegaLiteSchema): """Gradient schema wrapper""" _schema = {"$ref": "#/definitions/Gradient"} def __init__(self, *args, **kwds): super(Gradient, self).__init__(*args, **kwds) class GradientStop(VegaLiteSchema): """GradientStop schema wrapper Parameters ---------- color : str, :class:`Color`, :class:`HexColor`, :class:`ColorName`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] The color value at this point in the gradient. offset : float The offset fraction for the color stop, indicating its position within the gradient. """ _schema = {"$ref": "#/definitions/GradientStop"} def __init__( self, color: Union[ str, "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, offset: Union[float, UndefinedType] = Undefined, **kwds, ): super(GradientStop, self).__init__(color=color, offset=offset, **kwds) class GraticuleGenerator(Generator): """GraticuleGenerator schema wrapper Parameters ---------- graticule : bool, dict, :class:`GraticuleParams` Generate graticule GeoJSON data for geographic reference lines. name : str Provide a placeholder name and bind data at runtime. """ _schema = {"$ref": "#/definitions/GraticuleGenerator"} def __init__( self, graticule: Union[bool, dict, "SchemaBase", UndefinedType] = Undefined, name: Union[str, UndefinedType] = Undefined, **kwds, ): super(GraticuleGenerator, self).__init__(graticule=graticule, name=name, **kwds) class GraticuleParams(VegaLiteSchema): """GraticuleParams schema wrapper Parameters ---------- extent : :class:`Vector2Vector2number`, Sequence[Sequence[float], :class:`Vector2number`] Sets both the major and minor extents to the same values. extentMajor : :class:`Vector2Vector2number`, Sequence[Sequence[float], :class:`Vector2number`] The major extent of the graticule as a two-element array of coordinates. extentMinor : :class:`Vector2Vector2number`, Sequence[Sequence[float], :class:`Vector2number`] The minor extent of the graticule as a two-element array of coordinates. precision : float The precision of the graticule in degrees. **Default value:** ``2.5`` step : Sequence[float], :class:`Vector2number` Sets both the major and minor step angles to the same values. stepMajor : Sequence[float], :class:`Vector2number` The major step angles of the graticule. **Default value:** ``[90, 360]`` stepMinor : Sequence[float], :class:`Vector2number` The minor step angles of the graticule. **Default value:** ``[10, 10]`` """ _schema = {"$ref": "#/definitions/GraticuleParams"} def __init__( self, extent: Union[ "SchemaBase", Sequence[Union["SchemaBase", Sequence[float]]], UndefinedType ] = Undefined, extentMajor: Union[ "SchemaBase", Sequence[Union["SchemaBase", Sequence[float]]], UndefinedType ] = Undefined, extentMinor: Union[ "SchemaBase", Sequence[Union["SchemaBase", Sequence[float]]], UndefinedType ] = Undefined, precision: Union[float, UndefinedType] = Undefined, step: Union["SchemaBase", Sequence[float], UndefinedType] = Undefined, stepMajor: Union["SchemaBase", Sequence[float], UndefinedType] = Undefined, stepMinor: Union["SchemaBase", Sequence[float], UndefinedType] = Undefined, **kwds, ): super(GraticuleParams, self).__init__( extent=extent, extentMajor=extentMajor, extentMinor=extentMinor, precision=precision, step=step, stepMajor=stepMajor, stepMinor=stepMinor, **kwds, ) class Header(VegaLiteSchema): """Header schema wrapper Headers of row / column channels for faceted plots. Parameters ---------- format : str, dict, :class:`Dict` When used with the default ``"number"`` and ``"time"`` format type, the text formatting pattern for labels of guides (axes, legends, headers) and text marks. * If the format type is ``"number"`` (e.g., for quantitative fields), this is D3's `number format pattern `__. * If the format type is ``"time"`` (e.g., for temporal fields), this is D3's `time format pattern `__. See the `format documentation `__ for more examples. When used with a `custom formatType `__, this value will be passed as ``format`` alongside ``datum.value`` to the registered function. **Default value:** Derived from `numberFormat `__ config for number format and from `timeFormat `__ config for time format. formatType : str The format type for labels. One of ``"number"``, ``"time"``, or a `registered custom format type `__. **Default value:** * ``"time"`` for temporal fields and ordinal and nominal fields with ``timeUnit``. * ``"number"`` for quantitative fields as well as ordinal and nominal fields without ``timeUnit``. labelAlign : dict, :class:`Align`, :class:`ExprRef`, Literal['left', 'center', 'right'] Horizontal text alignment of header labels. One of ``"left"``, ``"center"``, or ``"right"``. labelAnchor : :class:`TitleAnchor`, Literal[None, 'start', 'middle', 'end'] The anchor position for placing the labels. One of ``"start"``, ``"middle"``, or ``"end"``. For example, with a label orientation of top these anchor positions map to a left-, center-, or right-aligned label. labelAngle : float The rotation angle of the header labels. **Default value:** ``0`` for column header, ``-90`` for row header. labelBaseline : str, dict, :class:`ExprRef`, :class:`Baseline`, :class:`TextBaseline`, Literal['top', 'middle', 'bottom'] The vertical text baseline for the header labels. One of ``"alphabetic"`` (default), ``"top"``, ``"middle"``, ``"bottom"``, ``"line-top"``, or ``"line-bottom"``. The ``"line-top"`` and ``"line-bottom"`` values operate similarly to ``"top"`` and ``"bottom"``, but are calculated relative to the ``titleLineHeight`` rather than ``titleFontSize`` alone. labelColor : str, dict, :class:`Color`, :class:`ExprRef`, :class:`HexColor`, :class:`ColorName`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] The color of the header label, can be in hex color code or regular color name. labelExpr : str `Vega expression `__ for customizing labels. **Note:** The label text and value can be assessed via the ``label`` and ``value`` properties of the header's backing ``datum`` object. labelFont : str, dict, :class:`ExprRef` The font of the header label. labelFontSize : dict, float, :class:`ExprRef` The font size of the header label, in pixels. labelFontStyle : str, dict, :class:`ExprRef`, :class:`FontStyle` The font style of the header label. labelFontWeight : dict, :class:`ExprRef`, :class:`FontWeight`, Literal['normal', 'bold', 'lighter', 'bolder', 100, 200, 300, 400, 500, 600, 700, 800, 900] The font weight of the header label. labelLimit : dict, float, :class:`ExprRef` The maximum length of the header label in pixels. The text value will be automatically truncated if the rendered size exceeds the limit. **Default value:** ``0``, indicating no limit labelLineHeight : dict, float, :class:`ExprRef` Line height in pixels for multi-line header labels or title text with ``"line-top"`` or ``"line-bottom"`` baseline. labelOrient : :class:`Orient`, Literal['left', 'right', 'top', 'bottom'] The orientation of the header label. One of ``"top"``, ``"bottom"``, ``"left"`` or ``"right"``. labelPadding : dict, float, :class:`ExprRef` The padding, in pixel, between facet header's label and the plot. **Default value:** ``10`` labels : bool A boolean flag indicating if labels should be included as part of the header. **Default value:** ``true``. orient : :class:`Orient`, Literal['left', 'right', 'top', 'bottom'] Shortcut for setting both labelOrient and titleOrient. title : str, None, :class:`Text`, Sequence[str] A title for the field. If ``null``, the title will be removed. **Default value:** derived from the field's name and transformation function ( ``aggregate``, ``bin`` and ``timeUnit`` ). If the field has an aggregate function, the function is displayed as part of the title (e.g., ``"Sum of Profit"`` ). If the field is binned or has a time unit applied, the applied function is shown in parentheses (e.g., ``"Profit (binned)"``, ``"Transaction Date (year-month)"`` ). Otherwise, the title is simply the field name. **Notes** : 1) You can customize the default field title format by providing the `fieldTitle `__ property in the `config `__ or `fieldTitle function via the compile function's options `__. 2) If both field definition's ``title`` and axis, header, or legend ``title`` are defined, axis/header/legend title will be used. titleAlign : dict, :class:`Align`, :class:`ExprRef`, Literal['left', 'center', 'right'] Horizontal text alignment (to the anchor) of header titles. titleAnchor : :class:`TitleAnchor`, Literal[None, 'start', 'middle', 'end'] The anchor position for placing the title. One of ``"start"``, ``"middle"``, or ``"end"``. For example, with an orientation of top these anchor positions map to a left-, center-, or right-aligned title. titleAngle : float The rotation angle of the header title. **Default value:** ``0``. titleBaseline : str, dict, :class:`ExprRef`, :class:`Baseline`, :class:`TextBaseline`, Literal['top', 'middle', 'bottom'] The vertical text baseline for the header title. One of ``"alphabetic"`` (default), ``"top"``, ``"middle"``, ``"bottom"``, ``"line-top"``, or ``"line-bottom"``. The ``"line-top"`` and ``"line-bottom"`` values operate similarly to ``"top"`` and ``"bottom"``, but are calculated relative to the ``titleLineHeight`` rather than ``titleFontSize`` alone. **Default value:** ``"middle"`` titleColor : str, dict, :class:`Color`, :class:`ExprRef`, :class:`HexColor`, :class:`ColorName`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] Color of the header title, can be in hex color code or regular color name. titleFont : str, dict, :class:`ExprRef` Font of the header title. (e.g., ``"Helvetica Neue"`` ). titleFontSize : dict, float, :class:`ExprRef` Font size of the header title. titleFontStyle : str, dict, :class:`ExprRef`, :class:`FontStyle` The font style of the header title. titleFontWeight : dict, :class:`ExprRef`, :class:`FontWeight`, Literal['normal', 'bold', 'lighter', 'bolder', 100, 200, 300, 400, 500, 600, 700, 800, 900] Font weight of the header title. This can be either a string (e.g ``"bold"``, ``"normal"`` ) or a number ( ``100``, ``200``, ``300``, ..., ``900`` where ``"normal"`` = ``400`` and ``"bold"`` = ``700`` ). titleLimit : dict, float, :class:`ExprRef` The maximum length of the header title in pixels. The text value will be automatically truncated if the rendered size exceeds the limit. **Default value:** ``0``, indicating no limit titleLineHeight : dict, float, :class:`ExprRef` Line height in pixels for multi-line header title text or title text with ``"line-top"`` or ``"line-bottom"`` baseline. titleOrient : :class:`Orient`, Literal['left', 'right', 'top', 'bottom'] The orientation of the header title. One of ``"top"``, ``"bottom"``, ``"left"`` or ``"right"``. titlePadding : dict, float, :class:`ExprRef` The padding, in pixel, between facet header's title and the label. **Default value:** ``10`` """ _schema = {"$ref": "#/definitions/Header"} def __init__( self, format: Union[str, dict, "SchemaBase", UndefinedType] = Undefined, formatType: Union[str, UndefinedType] = Undefined, labelAlign: Union[ dict, "_Parameter", "SchemaBase", Literal["left", "center", "right"], UndefinedType, ] = Undefined, labelAnchor: Union[ "SchemaBase", Literal[None, "start", "middle", "end"], UndefinedType ] = Undefined, labelAngle: Union[float, UndefinedType] = Undefined, labelBaseline: Union[ str, dict, "_Parameter", "SchemaBase", Literal["top", "middle", "bottom"], UndefinedType, ] = Undefined, labelColor: Union[ str, dict, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, labelExpr: Union[str, UndefinedType] = Undefined, labelFont: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, labelFontSize: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, labelFontStyle: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, labelFontWeight: Union[ dict, "_Parameter", "SchemaBase", Literal[ "normal", "bold", "lighter", "bolder", 100, 200, 300, 400, 500, 600, 700, 800, 900, ], UndefinedType, ] = Undefined, labelLimit: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, labelLineHeight: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, labelOrient: Union[ "SchemaBase", Literal["left", "right", "top", "bottom"], UndefinedType ] = Undefined, labelPadding: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, labels: Union[bool, UndefinedType] = Undefined, orient: Union[ "SchemaBase", Literal["left", "right", "top", "bottom"], UndefinedType ] = Undefined, title: Union[str, None, "SchemaBase", Sequence[str], UndefinedType] = Undefined, titleAlign: Union[ dict, "_Parameter", "SchemaBase", Literal["left", "center", "right"], UndefinedType, ] = Undefined, titleAnchor: Union[ "SchemaBase", Literal[None, "start", "middle", "end"], UndefinedType ] = Undefined, titleAngle: Union[float, UndefinedType] = Undefined, titleBaseline: Union[ str, dict, "_Parameter", "SchemaBase", Literal["top", "middle", "bottom"], UndefinedType, ] = Undefined, titleColor: Union[ str, dict, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, titleFont: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, titleFontSize: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, titleFontStyle: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, titleFontWeight: Union[ dict, "_Parameter", "SchemaBase", Literal[ "normal", "bold", "lighter", "bolder", 100, 200, 300, 400, 500, 600, 700, 800, 900, ], UndefinedType, ] = Undefined, titleLimit: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, titleLineHeight: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, titleOrient: Union[ "SchemaBase", Literal["left", "right", "top", "bottom"], UndefinedType ] = Undefined, titlePadding: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, **kwds, ): super(Header, self).__init__( format=format, formatType=formatType, labelAlign=labelAlign, labelAnchor=labelAnchor, labelAngle=labelAngle, labelBaseline=labelBaseline, labelColor=labelColor, labelExpr=labelExpr, labelFont=labelFont, labelFontSize=labelFontSize, labelFontStyle=labelFontStyle, labelFontWeight=labelFontWeight, labelLimit=labelLimit, labelLineHeight=labelLineHeight, labelOrient=labelOrient, labelPadding=labelPadding, labels=labels, orient=orient, title=title, titleAlign=titleAlign, titleAnchor=titleAnchor, titleAngle=titleAngle, titleBaseline=titleBaseline, titleColor=titleColor, titleFont=titleFont, titleFontSize=titleFontSize, titleFontStyle=titleFontStyle, titleFontWeight=titleFontWeight, titleLimit=titleLimit, titleLineHeight=titleLineHeight, titleOrient=titleOrient, titlePadding=titlePadding, **kwds, ) class HeaderConfig(VegaLiteSchema): """HeaderConfig schema wrapper Parameters ---------- format : str, dict, :class:`Dict` When used with the default ``"number"`` and ``"time"`` format type, the text formatting pattern for labels of guides (axes, legends, headers) and text marks. * If the format type is ``"number"`` (e.g., for quantitative fields), this is D3's `number format pattern `__. * If the format type is ``"time"`` (e.g., for temporal fields), this is D3's `time format pattern `__. See the `format documentation `__ for more examples. When used with a `custom formatType `__, this value will be passed as ``format`` alongside ``datum.value`` to the registered function. **Default value:** Derived from `numberFormat `__ config for number format and from `timeFormat `__ config for time format. formatType : str The format type for labels. One of ``"number"``, ``"time"``, or a `registered custom format type `__. **Default value:** * ``"time"`` for temporal fields and ordinal and nominal fields with ``timeUnit``. * ``"number"`` for quantitative fields as well as ordinal and nominal fields without ``timeUnit``. labelAlign : dict, :class:`Align`, :class:`ExprRef`, Literal['left', 'center', 'right'] Horizontal text alignment of header labels. One of ``"left"``, ``"center"``, or ``"right"``. labelAnchor : :class:`TitleAnchor`, Literal[None, 'start', 'middle', 'end'] The anchor position for placing the labels. One of ``"start"``, ``"middle"``, or ``"end"``. For example, with a label orientation of top these anchor positions map to a left-, center-, or right-aligned label. labelAngle : float The rotation angle of the header labels. **Default value:** ``0`` for column header, ``-90`` for row header. labelBaseline : str, dict, :class:`ExprRef`, :class:`Baseline`, :class:`TextBaseline`, Literal['top', 'middle', 'bottom'] The vertical text baseline for the header labels. One of ``"alphabetic"`` (default), ``"top"``, ``"middle"``, ``"bottom"``, ``"line-top"``, or ``"line-bottom"``. The ``"line-top"`` and ``"line-bottom"`` values operate similarly to ``"top"`` and ``"bottom"``, but are calculated relative to the ``titleLineHeight`` rather than ``titleFontSize`` alone. labelColor : str, dict, :class:`Color`, :class:`ExprRef`, :class:`HexColor`, :class:`ColorName`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] The color of the header label, can be in hex color code or regular color name. labelExpr : str `Vega expression `__ for customizing labels. **Note:** The label text and value can be assessed via the ``label`` and ``value`` properties of the header's backing ``datum`` object. labelFont : str, dict, :class:`ExprRef` The font of the header label. labelFontSize : dict, float, :class:`ExprRef` The font size of the header label, in pixels. labelFontStyle : str, dict, :class:`ExprRef`, :class:`FontStyle` The font style of the header label. labelFontWeight : dict, :class:`ExprRef`, :class:`FontWeight`, Literal['normal', 'bold', 'lighter', 'bolder', 100, 200, 300, 400, 500, 600, 700, 800, 900] The font weight of the header label. labelLimit : dict, float, :class:`ExprRef` The maximum length of the header label in pixels. The text value will be automatically truncated if the rendered size exceeds the limit. **Default value:** ``0``, indicating no limit labelLineHeight : dict, float, :class:`ExprRef` Line height in pixels for multi-line header labels or title text with ``"line-top"`` or ``"line-bottom"`` baseline. labelOrient : :class:`Orient`, Literal['left', 'right', 'top', 'bottom'] The orientation of the header label. One of ``"top"``, ``"bottom"``, ``"left"`` or ``"right"``. labelPadding : dict, float, :class:`ExprRef` The padding, in pixel, between facet header's label and the plot. **Default value:** ``10`` labels : bool A boolean flag indicating if labels should be included as part of the header. **Default value:** ``true``. orient : :class:`Orient`, Literal['left', 'right', 'top', 'bottom'] Shortcut for setting both labelOrient and titleOrient. title : None Set to null to disable title for the axis, legend, or header. titleAlign : dict, :class:`Align`, :class:`ExprRef`, Literal['left', 'center', 'right'] Horizontal text alignment (to the anchor) of header titles. titleAnchor : :class:`TitleAnchor`, Literal[None, 'start', 'middle', 'end'] The anchor position for placing the title. One of ``"start"``, ``"middle"``, or ``"end"``. For example, with an orientation of top these anchor positions map to a left-, center-, or right-aligned title. titleAngle : float The rotation angle of the header title. **Default value:** ``0``. titleBaseline : str, dict, :class:`ExprRef`, :class:`Baseline`, :class:`TextBaseline`, Literal['top', 'middle', 'bottom'] The vertical text baseline for the header title. One of ``"alphabetic"`` (default), ``"top"``, ``"middle"``, ``"bottom"``, ``"line-top"``, or ``"line-bottom"``. The ``"line-top"`` and ``"line-bottom"`` values operate similarly to ``"top"`` and ``"bottom"``, but are calculated relative to the ``titleLineHeight`` rather than ``titleFontSize`` alone. **Default value:** ``"middle"`` titleColor : str, dict, :class:`Color`, :class:`ExprRef`, :class:`HexColor`, :class:`ColorName`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] Color of the header title, can be in hex color code or regular color name. titleFont : str, dict, :class:`ExprRef` Font of the header title. (e.g., ``"Helvetica Neue"`` ). titleFontSize : dict, float, :class:`ExprRef` Font size of the header title. titleFontStyle : str, dict, :class:`ExprRef`, :class:`FontStyle` The font style of the header title. titleFontWeight : dict, :class:`ExprRef`, :class:`FontWeight`, Literal['normal', 'bold', 'lighter', 'bolder', 100, 200, 300, 400, 500, 600, 700, 800, 900] Font weight of the header title. This can be either a string (e.g ``"bold"``, ``"normal"`` ) or a number ( ``100``, ``200``, ``300``, ..., ``900`` where ``"normal"`` = ``400`` and ``"bold"`` = ``700`` ). titleLimit : dict, float, :class:`ExprRef` The maximum length of the header title in pixels. The text value will be automatically truncated if the rendered size exceeds the limit. **Default value:** ``0``, indicating no limit titleLineHeight : dict, float, :class:`ExprRef` Line height in pixels for multi-line header title text or title text with ``"line-top"`` or ``"line-bottom"`` baseline. titleOrient : :class:`Orient`, Literal['left', 'right', 'top', 'bottom'] The orientation of the header title. One of ``"top"``, ``"bottom"``, ``"left"`` or ``"right"``. titlePadding : dict, float, :class:`ExprRef` The padding, in pixel, between facet header's title and the label. **Default value:** ``10`` """ _schema = {"$ref": "#/definitions/HeaderConfig"} def __init__( self, format: Union[str, dict, "SchemaBase", UndefinedType] = Undefined, formatType: Union[str, UndefinedType] = Undefined, labelAlign: Union[ dict, "_Parameter", "SchemaBase", Literal["left", "center", "right"], UndefinedType, ] = Undefined, labelAnchor: Union[ "SchemaBase", Literal[None, "start", "middle", "end"], UndefinedType ] = Undefined, labelAngle: Union[float, UndefinedType] = Undefined, labelBaseline: Union[ str, dict, "_Parameter", "SchemaBase", Literal["top", "middle", "bottom"], UndefinedType, ] = Undefined, labelColor: Union[ str, dict, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, labelExpr: Union[str, UndefinedType] = Undefined, labelFont: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, labelFontSize: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, labelFontStyle: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, labelFontWeight: Union[ dict, "_Parameter", "SchemaBase", Literal[ "normal", "bold", "lighter", "bolder", 100, 200, 300, 400, 500, 600, 700, 800, 900, ], UndefinedType, ] = Undefined, labelLimit: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, labelLineHeight: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, labelOrient: Union[ "SchemaBase", Literal["left", "right", "top", "bottom"], UndefinedType ] = Undefined, labelPadding: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, labels: Union[bool, UndefinedType] = Undefined, orient: Union[ "SchemaBase", Literal["left", "right", "top", "bottom"], UndefinedType ] = Undefined, title: Union[None, UndefinedType] = Undefined, titleAlign: Union[ dict, "_Parameter", "SchemaBase", Literal["left", "center", "right"], UndefinedType, ] = Undefined, titleAnchor: Union[ "SchemaBase", Literal[None, "start", "middle", "end"], UndefinedType ] = Undefined, titleAngle: Union[float, UndefinedType] = Undefined, titleBaseline: Union[ str, dict, "_Parameter", "SchemaBase", Literal["top", "middle", "bottom"], UndefinedType, ] = Undefined, titleColor: Union[ str, dict, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, titleFont: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, titleFontSize: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, titleFontStyle: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, titleFontWeight: Union[ dict, "_Parameter", "SchemaBase", Literal[ "normal", "bold", "lighter", "bolder", 100, 200, 300, 400, 500, 600, 700, 800, 900, ], UndefinedType, ] = Undefined, titleLimit: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, titleLineHeight: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, titleOrient: Union[ "SchemaBase", Literal["left", "right", "top", "bottom"], UndefinedType ] = Undefined, titlePadding: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, **kwds, ): super(HeaderConfig, self).__init__( format=format, formatType=formatType, labelAlign=labelAlign, labelAnchor=labelAnchor, labelAngle=labelAngle, labelBaseline=labelBaseline, labelColor=labelColor, labelExpr=labelExpr, labelFont=labelFont, labelFontSize=labelFontSize, labelFontStyle=labelFontStyle, labelFontWeight=labelFontWeight, labelLimit=labelLimit, labelLineHeight=labelLineHeight, labelOrient=labelOrient, labelPadding=labelPadding, labels=labels, orient=orient, title=title, titleAlign=titleAlign, titleAnchor=titleAnchor, titleAngle=titleAngle, titleBaseline=titleBaseline, titleColor=titleColor, titleFont=titleFont, titleFontSize=titleFontSize, titleFontStyle=titleFontStyle, titleFontWeight=titleFontWeight, titleLimit=titleLimit, titleLineHeight=titleLineHeight, titleOrient=titleOrient, titlePadding=titlePadding, **kwds, ) class HexColor(Color): """HexColor schema wrapper""" _schema = {"$ref": "#/definitions/HexColor"} def __init__(self, *args): super(HexColor, self).__init__(*args) class ImputeMethod(VegaLiteSchema): """ImputeMethod schema wrapper""" _schema = {"$ref": "#/definitions/ImputeMethod"} def __init__(self, *args): super(ImputeMethod, self).__init__(*args) class ImputeParams(VegaLiteSchema): """ImputeParams schema wrapper Parameters ---------- frame : Sequence[None, float] A frame specification as a two-element array used to control the window over which the specified method is applied. The array entries should either be a number indicating the offset from the current data object, or null to indicate unbounded rows preceding or following the current data object. For example, the value ``[-5, 5]`` indicates that the window should include five objects preceding and five objects following the current object. **Default value:** : ``[null, null]`` indicating that the window includes all objects. keyvals : dict, Sequence[Any], :class:`ImputeSequence` Defines the key values that should be considered for imputation. An array of key values or an object defining a `number sequence `__. If provided, this will be used in addition to the key values observed within the input data. If not provided, the values will be derived from all unique values of the ``key`` field. For ``impute`` in ``encoding``, the key field is the x-field if the y-field is imputed, or vice versa. If there is no impute grouping, this property *must* be specified. method : :class:`ImputeMethod`, Literal['value', 'median', 'max', 'min', 'mean'] The imputation method to use for the field value of imputed data objects. One of ``"value"``, ``"mean"``, ``"median"``, ``"max"`` or ``"min"``. **Default value:** ``"value"`` value : Any The field value to use when the imputation ``method`` is ``"value"``. """ _schema = {"$ref": "#/definitions/ImputeParams"} def __init__( self, frame: Union[Sequence[Union[None, float]], UndefinedType] = Undefined, keyvals: Union[dict, "SchemaBase", Sequence[Any], UndefinedType] = Undefined, method: Union[ "SchemaBase", Literal["value", "median", "max", "min", "mean"], UndefinedType, ] = Undefined, value: Union[Any, UndefinedType] = Undefined, **kwds, ): super(ImputeParams, self).__init__( frame=frame, keyvals=keyvals, method=method, value=value, **kwds ) class ImputeSequence(VegaLiteSchema): """ImputeSequence schema wrapper Parameters ---------- stop : float The ending value(exclusive) of the sequence. start : float The starting value of the sequence. **Default value:** ``0`` step : float The step value between sequence entries. **Default value:** ``1`` or ``-1`` if ``stop < start`` """ _schema = {"$ref": "#/definitions/ImputeSequence"} def __init__( self, stop: Union[float, UndefinedType] = Undefined, start: Union[float, UndefinedType] = Undefined, step: Union[float, UndefinedType] = Undefined, **kwds, ): super(ImputeSequence, self).__init__(stop=stop, start=start, step=step, **kwds) class InlineData(DataSource): """InlineData schema wrapper Parameters ---------- values : str, dict, Sequence[str], Sequence[bool], Sequence[dict], Sequence[float], :class:`InlineDataset` The full data set, included inline. This can be an array of objects or primitive values, an object, or a string. Arrays of primitive values are ingested as objects with a ``data`` property. Strings are parsed according to the specified format type. format : dict, :class:`DataFormat`, :class:`CsvDataFormat`, :class:`DsvDataFormat`, :class:`JsonDataFormat`, :class:`TopoDataFormat` An object that specifies the format for parsing the data. name : str Provide a placeholder name and bind data at runtime. """ _schema = {"$ref": "#/definitions/InlineData"} def __init__( self, values: Union[ str, dict, "SchemaBase", Sequence[str], Sequence[bool], Sequence[dict], Sequence[float], UndefinedType, ] = Undefined, format: Union[dict, "SchemaBase", UndefinedType] = Undefined, name: Union[str, UndefinedType] = Undefined, **kwds, ): super(InlineData, self).__init__( values=values, format=format, name=name, **kwds ) class InlineDataset(VegaLiteSchema): """InlineDataset schema wrapper""" _schema = {"$ref": "#/definitions/InlineDataset"} def __init__(self, *args, **kwds): super(InlineDataset, self).__init__(*args, **kwds) class Interpolate(VegaLiteSchema): """Interpolate schema wrapper""" _schema = {"$ref": "#/definitions/Interpolate"} def __init__(self, *args): super(Interpolate, self).__init__(*args) class IntervalSelectionConfig(VegaLiteSchema): """IntervalSelectionConfig schema wrapper Parameters ---------- type : str Determines the default event processing and data query for the selection. Vega-Lite currently supports two selection types: * ``"point"`` -- to select multiple discrete data values; 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``. clear : str, bool, dict, :class:`Stream`, :class:`EventStream`, :class:`MergedStream`, :class:`DerivedStream` Clears the selection, emptying it of all values. This property can be a `Event Stream `__ or ``false`` to disable clear. **Default value:** ``dblclick``. **See also:** `clear examples `__ in the documentation. encodings : Sequence[:class:`SingleDefUnitChannel`, Literal['x', 'y', 'xOffset', 'yOffset', 'x2', 'y2', 'longitude', 'latitude', 'longitude2', 'latitude2', 'theta', 'theta2', 'radius', 'radius2', 'color', 'fill', 'stroke', 'opacity', 'fillOpacity', 'strokeOpacity', 'strokeWidth', 'strokeDash', 'size', 'angle', 'shape', 'key', 'text', 'href', 'url', 'description']] An array of encoding channels. The corresponding data field values must match for a data tuple to fall within the selection. **See also:** The `projection with encodings and fields section `__ in the documentation. fields : Sequence[str, :class:`FieldName`] An array of field names whose values must match for a data tuple to fall within the selection. **See also:** The `projection with encodings and fields section `__ in the documentation. mark : dict, :class:`BrushConfig` An interval selection also adds a rectangle mark to depict the extents of the interval. The ``mark`` property can be used to customize the appearance of the mark. **See also:** `mark examples `__ in the documentation. on : str, dict, :class:`Stream`, :class:`EventStream`, :class:`MergedStream`, :class:`DerivedStream` A `Vega event stream `__ (object or selector) that triggers the selection. For interval selections, the event stream must specify a `start and end `__. **See also:** `on examples `__ in the documentation. resolve : :class:`SelectionResolution`, Literal['global', 'union', 'intersect'] With layered and multi-view displays, a strategy that determines how selections' data queries are resolved when applied in a filter transform, conditional encoding rule, or scale domain. One of: * ``"global"`` -- only one brush exists for the entire SPLOM. When the user begins to drag, any previous brushes are cleared, and a new one is constructed. * ``"union"`` -- each cell contains its own brush, and points are highlighted if they lie within *any* of these individual brushes. * ``"intersect"`` -- each cell contains its own brush, and points are highlighted only if they fall within *all* of these individual brushes. **Default value:** ``global``. **See also:** `resolve examples `__ in the documentation. translate : str, bool When truthy, allows a user to interactively move an interval selection back-and-forth. Can be ``true``, ``false`` (to disable panning), or a `Vega event stream definition `__ which must include a start and end event to trigger continuous panning. Discrete panning (e.g., pressing the left/right arrow keys) will be supported in future versions. **Default value:** ``true``, which corresponds to ``[pointerdown, window:pointerup] > window:pointermove!``. This default allows users to clicks and drags within an interval selection to reposition it. **See also:** `translate examples `__ in the documentation. zoom : str, bool When truthy, allows a user to interactively resize an interval selection. Can be ``true``, ``false`` (to disable zooming), or a `Vega event stream definition `__. Currently, only ``wheel`` events are supported, but custom event streams can still be used to specify filters, debouncing, and throttling. Future versions will expand the set of events that can trigger this transformation. **Default value:** ``true``, which corresponds to ``wheel!``. This default allows users to use the mouse wheel to resize an interval selection. **See also:** `zoom examples `__ in the documentation. """ _schema = {"$ref": "#/definitions/IntervalSelectionConfig"} def __init__( self, type: Union[str, UndefinedType] = Undefined, clear: Union[str, bool, dict, "SchemaBase", UndefinedType] = Undefined, encodings: Union[ Sequence[ Union[ "SchemaBase", Literal[ "x", "y", "xOffset", "yOffset", "x2", "y2", "longitude", "latitude", "longitude2", "latitude2", "theta", "theta2", "radius", "radius2", "color", "fill", "stroke", "opacity", "fillOpacity", "strokeOpacity", "strokeWidth", "strokeDash", "size", "angle", "shape", "key", "text", "href", "url", "description", ], ] ], UndefinedType, ] = Undefined, fields: Union[Sequence[Union[str, "SchemaBase"]], UndefinedType] = Undefined, mark: Union[dict, "SchemaBase", UndefinedType] = Undefined, on: Union[str, dict, "SchemaBase", UndefinedType] = Undefined, resolve: Union[ "SchemaBase", Literal["global", "union", "intersect"], UndefinedType ] = Undefined, translate: Union[str, bool, UndefinedType] = Undefined, zoom: Union[str, bool, UndefinedType] = Undefined, **kwds, ): super(IntervalSelectionConfig, self).__init__( type=type, clear=clear, encodings=encodings, fields=fields, mark=mark, on=on, resolve=resolve, translate=translate, zoom=zoom, **kwds, ) class IntervalSelectionConfigWithoutType(VegaLiteSchema): """IntervalSelectionConfigWithoutType schema wrapper Parameters ---------- clear : str, bool, dict, :class:`Stream`, :class:`EventStream`, :class:`MergedStream`, :class:`DerivedStream` Clears the selection, emptying it of all values. This property can be a `Event Stream `__ or ``false`` to disable clear. **Default value:** ``dblclick``. **See also:** `clear examples `__ in the documentation. encodings : Sequence[:class:`SingleDefUnitChannel`, Literal['x', 'y', 'xOffset', 'yOffset', 'x2', 'y2', 'longitude', 'latitude', 'longitude2', 'latitude2', 'theta', 'theta2', 'radius', 'radius2', 'color', 'fill', 'stroke', 'opacity', 'fillOpacity', 'strokeOpacity', 'strokeWidth', 'strokeDash', 'size', 'angle', 'shape', 'key', 'text', 'href', 'url', 'description']] An array of encoding channels. The corresponding data field values must match for a data tuple to fall within the selection. **See also:** The `projection with encodings and fields section `__ in the documentation. fields : Sequence[str, :class:`FieldName`] An array of field names whose values must match for a data tuple to fall within the selection. **See also:** The `projection with encodings and fields section `__ in the documentation. mark : dict, :class:`BrushConfig` An interval selection also adds a rectangle mark to depict the extents of the interval. The ``mark`` property can be used to customize the appearance of the mark. **See also:** `mark examples `__ in the documentation. on : str, dict, :class:`Stream`, :class:`EventStream`, :class:`MergedStream`, :class:`DerivedStream` A `Vega event stream `__ (object or selector) that triggers the selection. For interval selections, the event stream must specify a `start and end `__. **See also:** `on examples `__ in the documentation. resolve : :class:`SelectionResolution`, Literal['global', 'union', 'intersect'] With layered and multi-view displays, a strategy that determines how selections' data queries are resolved when applied in a filter transform, conditional encoding rule, or scale domain. One of: * ``"global"`` -- only one brush exists for the entire SPLOM. When the user begins to drag, any previous brushes are cleared, and a new one is constructed. * ``"union"`` -- each cell contains its own brush, and points are highlighted if they lie within *any* of these individual brushes. * ``"intersect"`` -- each cell contains its own brush, and points are highlighted only if they fall within *all* of these individual brushes. **Default value:** ``global``. **See also:** `resolve examples `__ in the documentation. translate : str, bool When truthy, allows a user to interactively move an interval selection back-and-forth. Can be ``true``, ``false`` (to disable panning), or a `Vega event stream definition `__ which must include a start and end event to trigger continuous panning. Discrete panning (e.g., pressing the left/right arrow keys) will be supported in future versions. **Default value:** ``true``, which corresponds to ``[pointerdown, window:pointerup] > window:pointermove!``. This default allows users to clicks and drags within an interval selection to reposition it. **See also:** `translate examples `__ in the documentation. zoom : str, bool When truthy, allows a user to interactively resize an interval selection. Can be ``true``, ``false`` (to disable zooming), or a `Vega event stream definition `__. Currently, only ``wheel`` events are supported, but custom event streams can still be used to specify filters, debouncing, and throttling. Future versions will expand the set of events that can trigger this transformation. **Default value:** ``true``, which corresponds to ``wheel!``. This default allows users to use the mouse wheel to resize an interval selection. **See also:** `zoom examples `__ in the documentation. """ _schema = {"$ref": "#/definitions/IntervalSelectionConfigWithoutType"} def __init__( self, clear: Union[str, bool, dict, "SchemaBase", UndefinedType] = Undefined, encodings: Union[ Sequence[ Union[ "SchemaBase", Literal[ "x", "y", "xOffset", "yOffset", "x2", "y2", "longitude", "latitude", "longitude2", "latitude2", "theta", "theta2", "radius", "radius2", "color", "fill", "stroke", "opacity", "fillOpacity", "strokeOpacity", "strokeWidth", "strokeDash", "size", "angle", "shape", "key", "text", "href", "url", "description", ], ] ], UndefinedType, ] = Undefined, fields: Union[Sequence[Union[str, "SchemaBase"]], UndefinedType] = Undefined, mark: Union[dict, "SchemaBase", UndefinedType] = Undefined, on: Union[str, dict, "SchemaBase", UndefinedType] = Undefined, resolve: Union[ "SchemaBase", Literal["global", "union", "intersect"], UndefinedType ] = Undefined, translate: Union[str, bool, UndefinedType] = Undefined, zoom: Union[str, bool, UndefinedType] = Undefined, **kwds, ): super(IntervalSelectionConfigWithoutType, self).__init__( clear=clear, encodings=encodings, fields=fields, mark=mark, on=on, resolve=resolve, translate=translate, zoom=zoom, **kwds, ) class JoinAggregateFieldDef(VegaLiteSchema): """JoinAggregateFieldDef schema wrapper Parameters ---------- op : :class:`AggregateOp`, Literal['argmax', 'argmin', 'average', 'count', 'distinct', 'max', 'mean', 'median', 'min', 'missing', 'product', 'q1', 'q3', 'ci0', 'ci1', 'stderr', 'stdev', 'stdevp', 'sum', 'valid', 'values', 'variance', 'variancep', 'exponential', 'exponentialb'] The aggregation operation to apply (e.g., ``"sum"``, ``"average"`` or ``"count"`` ). See the list of all supported operations `here `__. field : str, :class:`FieldName` The data field for which to compute the aggregate function. This can be omitted for functions that do not operate over a field such as ``"count"``. as : str, :class:`FieldName` The output name for the join aggregate operation. """ _schema = {"$ref": "#/definitions/JoinAggregateFieldDef"} def __init__( self, op: Union[ "SchemaBase", Literal[ "argmax", "argmin", "average", "count", "distinct", "max", "mean", "median", "min", "missing", "product", "q1", "q3", "ci0", "ci1", "stderr", "stdev", "stdevp", "sum", "valid", "values", "variance", "variancep", "exponential", "exponentialb", ], UndefinedType, ] = Undefined, field: Union[str, "SchemaBase", UndefinedType] = Undefined, **kwds, ): super(JoinAggregateFieldDef, self).__init__(op=op, field=field, **kwds) class JsonDataFormat(DataFormat): """JsonDataFormat schema wrapper Parameters ---------- parse : dict, None, :class:`Parse` If set to ``null``, disable type inference based on the spec and only use type inference based on the data. Alternatively, a parsing directive object can be provided for explicit data types. Each property of the object corresponds to a field name, and the value to the desired data type (one of ``"number"``, ``"boolean"``, ``"date"``, or null (do not parse the field)). For example, ``"parse": {"modified_on": "date"}`` parses the ``modified_on`` field in each input record a Date value. For ``"date"``, we parse data based using JavaScript's `Date.parse() `__. For Specific date formats can be provided (e.g., ``{foo: "date:'%m%d%Y'"}`` ), using the `d3-time-format syntax `__. UTC date format parsing is supported similarly (e.g., ``{foo: "utc:'%m%d%Y'"}`` ). See more about `UTC time `__ property : str The JSON property containing the desired data. This parameter can be used when the loaded JSON file may have surrounding structure or meta-data. For example ``"property": "values.features"`` is equivalent to retrieving ``json.values.features`` from the loaded JSON object. type : str Type of input data: ``"json"``, ``"csv"``, ``"tsv"``, ``"dsv"``. **Default value:** The default format type is determined by the extension of the file URL. If no extension is detected, ``"json"`` will be used by default. """ _schema = {"$ref": "#/definitions/JsonDataFormat"} def __init__( self, parse: Union[dict, None, "SchemaBase", UndefinedType] = Undefined, property: Union[str, UndefinedType] = Undefined, type: Union[str, UndefinedType] = Undefined, **kwds, ): super(JsonDataFormat, self).__init__( parse=parse, property=property, type=type, **kwds ) class LabelOverlap(VegaLiteSchema): """LabelOverlap schema wrapper""" _schema = {"$ref": "#/definitions/LabelOverlap"} def __init__(self, *args, **kwds): super(LabelOverlap, self).__init__(*args, **kwds) class LatLongDef(VegaLiteSchema): """LatLongDef schema wrapper""" _schema = {"$ref": "#/definitions/LatLongDef"} def __init__(self, *args, **kwds): super(LatLongDef, self).__init__(*args, **kwds) class LatLongFieldDef(LatLongDef): """LatLongFieldDef schema wrapper Parameters ---------- shorthand : str, dict, Sequence[str], :class:`RepeatRef` shorthand for field, aggregate, and type aggregate : dict, :class:`Aggregate`, :class:`ArgmaxDef`, :class:`ArgminDef`, :class:`NonArgAggregateOp`, Literal['average', 'count', 'distinct', 'max', 'mean', 'median', 'min', 'missing', 'product', 'q1', 'q3', 'ci0', 'ci1', 'stderr', 'stdev', 'stdevp', 'sum', 'valid', 'values', 'variance', 'variancep', 'exponential', 'exponentialb'] Aggregation function for the field (e.g., ``"mean"``, ``"sum"``, ``"median"``, ``"min"``, ``"max"``, ``"count"`` ). **Default value:** ``undefined`` (None) **See also:** `aggregate `__ documentation. bandPosition : float Relative position on a band of a stacked, binned, time unit, or band scale. For example, the marks will be positioned at the beginning of the band if set to ``0``, and at the middle of the band if set to ``0.5``. bin : None A flag for binning a ``quantitative`` field, `an object defining binning parameters `__, or indicating that the data for ``x`` or ``y`` channel are binned before they are imported into Vega-Lite ( ``"binned"`` ). If ``true``, default `binning parameters `__ will be applied. If ``"binned"``, this indicates that the data for the ``x`` (or ``y`` ) channel are already binned. You can map the bin-start field to ``x`` (or ``y`` ) and the bin-end field to ``x2`` (or ``y2`` ). The scale and axis will be formatted similar to binning in Vega-Lite. To adjust the axis ticks based on the bin step, you can also set the axis's `tickMinStep `__ property. **Default value:** ``false`` **See also:** `bin `__ documentation. field : str, dict, :class:`Field`, :class:`FieldName`, :class:`RepeatRef` **Required.** A string defining the name of the field from which to pull a data value or an object defining iterated values from the `repeat `__ operator. **See also:** `field `__ documentation. **Notes:** 1) Dots ( ``.`` ) and brackets ( ``[`` and ``]`` ) can be used to access nested objects (e.g., ``"field": "foo.bar"`` and ``"field": "foo['bar']"`` ). If field names contain dots or brackets but are not nested, you can use ``\\`` to escape dots and brackets (e.g., ``"a\\.b"`` and ``"a\\[0\\]"`` ). See more details about escaping in the `field documentation `__. 2) ``field`` is not required if ``aggregate`` is ``count``. timeUnit : dict, :class:`TimeUnit`, :class:`MultiTimeUnit`, :class:`BinnedTimeUnit`, :class:`SingleTimeUnit`, :class:`TimeUnitParams`, :class:`UtcMultiTimeUnit`, :class:`UtcSingleTimeUnit`, :class:`LocalMultiTimeUnit`, :class:`LocalSingleTimeUnit`, Literal['year', 'quarter', 'month', 'week', 'day', 'dayofyear', 'date', 'hours', 'minutes', 'seconds', 'milliseconds'], Literal['utcyear', 'utcquarter', 'utcmonth', 'utcweek', 'utcday', 'utcdayofyear', 'utcdate', 'utchours', 'utcminutes', 'utcseconds', 'utcmilliseconds'], Literal['binnedyear', 'binnedyearquarter', 'binnedyearquartermonth', 'binnedyearmonth', 'binnedyearmonthdate', 'binnedyearmonthdatehours', 'binnedyearmonthdatehoursminutes', 'binnedyearmonthdatehoursminutesseconds', 'binnedyearweek', 'binnedyearweekday', 'binnedyearweekdayhours', 'binnedyearweekdayhoursminutes', 'binnedyearweekdayhoursminutesseconds', 'binnedyeardayofyear'], Literal['binnedutcyear', 'binnedutcyearquarter', 'binnedutcyearquartermonth', 'binnedutcyearmonth', 'binnedutcyearmonthdate', 'binnedutcyearmonthdatehours', 'binnedutcyearmonthdatehoursminutes', 'binnedutcyearmonthdatehoursminutesseconds', 'binnedutcyearweek', 'binnedutcyearweekday', 'binnedutcyearweekdayhours', 'binnedutcyearweekdayhoursminutes', 'binnedutcyearweekdayhoursminutesseconds', 'binnedutcyeardayofyear'], Literal['yearquarter', 'yearquartermonth', 'yearmonth', 'yearmonthdate', 'yearmonthdatehours', 'yearmonthdatehoursminutes', 'yearmonthdatehoursminutesseconds', 'yearweek', 'yearweekday', 'yearweekdayhours', 'yearweekdayhoursminutes', 'yearweekdayhoursminutesseconds', 'yeardayofyear', 'quartermonth', 'monthdate', 'monthdatehours', 'monthdatehoursminutes', 'monthdatehoursminutesseconds', 'weekday', 'weekdayhours', 'weekdayhoursminutes', 'weekdayhoursminutesseconds', 'dayhours', 'dayhoursminutes', 'dayhoursminutesseconds', 'hoursminutes', 'hoursminutesseconds', 'minutesseconds', 'secondsmilliseconds'], Literal['utcyearquarter', 'utcyearquartermonth', 'utcyearmonth', 'utcyearmonthdate', 'utcyearmonthdatehours', 'utcyearmonthdatehoursminutes', 'utcyearmonthdatehoursminutesseconds', 'utcyearweek', 'utcyearweekday', 'utcyearweekdayhours', 'utcyearweekdayhoursminutes', 'utcyearweekdayhoursminutesseconds', 'utcyeardayofyear', 'utcquartermonth', 'utcmonthdate', 'utcmonthdatehours', 'utcmonthdatehoursminutes', 'utcmonthdatehoursminutesseconds', 'utcweekday', 'utcweeksdayhours', 'utcweekdayhoursminutes', 'utcweekdayhoursminutesseconds', 'utcdayhours', 'utcdayhoursminutes', 'utcdayhoursminutesseconds', 'utchoursminutes', 'utchoursminutesseconds', 'utcminutesseconds', 'utcsecondsmilliseconds'] Time unit (e.g., ``year``, ``yearmonth``, ``month``, ``hours`` ) for a temporal field. or `a temporal field that gets casted as ordinal `__. **Default value:** ``undefined`` (None) **See also:** `timeUnit `__ documentation. title : str, None, :class:`Text`, Sequence[str] A title for the field. If ``null``, the title will be removed. **Default value:** derived from the field's name and transformation function ( ``aggregate``, ``bin`` and ``timeUnit`` ). If the field has an aggregate function, the function is displayed as part of the title (e.g., ``"Sum of Profit"`` ). If the field is binned or has a time unit applied, the applied function is shown in parentheses (e.g., ``"Profit (binned)"``, ``"Transaction Date (year-month)"`` ). Otherwise, the title is simply the field name. **Notes** : 1) You can customize the default field title format by providing the `fieldTitle `__ property in the `config `__ or `fieldTitle function via the compile function's options `__. 2) If both field definition's ``title`` and axis, header, or legend ``title`` are defined, axis/header/legend title will be used. type : str The type of measurement ( ``"quantitative"``, ``"temporal"``, ``"ordinal"``, or ``"nominal"`` ) for the encoded field or constant value ( ``datum`` ). It can also be a ``"geojson"`` type for encoding `'geoshape' `__. Vega-Lite automatically infers data types in many cases as discussed below. However, type is required for a field if: (1) the field is not nominal and the field encoding has no specified ``aggregate`` (except ``argmin`` and ``argmax`` ), ``bin``, scale type, custom ``sort`` order, nor ``timeUnit`` or (2) if you wish to use an ordinal scale for a field with ``bin`` or ``timeUnit``. **Default value:** 1) For a data ``field``, ``"nominal"`` is the default data type unless the field encoding has ``aggregate``, ``channel``, ``bin``, scale type, ``sort``, or ``timeUnit`` that satisfies the following criteria: * ``"quantitative"`` is the default type if (1) the encoded field contains ``bin`` or ``aggregate`` except ``"argmin"`` and ``"argmax"``, (2) the encoding channel is ``latitude`` or ``longitude`` channel or (3) if the specified scale type is `a quantitative scale `__. * ``"temporal"`` is the default type if (1) the encoded field contains ``timeUnit`` or (2) the specified scale type is a time or utc scale * ``"ordinal"`` is the default type if (1) the encoded field contains a `custom sort order `__, (2) the specified scale type is an ordinal/point/band scale, or (3) the encoding channel is ``order``. 2) For a constant value in data domain ( ``datum`` ): * ``"quantitative"`` if the datum is a number * ``"nominal"`` if the datum is a string * ``"temporal"`` if the datum is `a date time object `__ **Note:** * Data ``type`` describes the semantics of the data rather than the primitive data types (number, string, etc.). The same primitive data type can have different types of measurement. For example, numeric data can represent quantitative, ordinal, or nominal data. * Data values for a temporal field can be either a date-time string (e.g., ``"2015-03-07 12:32:17"``, ``"17:01"``, ``"2015-03-16"``. ``"2015"`` ) or a timestamp number (e.g., ``1552199579097`` ). * When using with `bin `__, the ``type`` property can be either ``"quantitative"`` (for using a linear bin scale) or `"ordinal" (for using an ordinal bin scale) `__. * When using with `timeUnit `__, the ``type`` property can be either ``"temporal"`` (default, for using a temporal scale) or `"ordinal" (for using an ordinal scale) `__. * When using with `aggregate `__, the ``type`` property refers to the post-aggregation data type. For example, we can calculate count ``distinct`` of a categorical field ``"cat"`` using ``{"aggregate": "distinct", "field": "cat"}``. The ``"type"`` of the aggregate output is ``"quantitative"``. * Secondary channels (e.g., ``x2``, ``y2``, ``xError``, ``yError`` ) do not have ``type`` as they must have exactly the same type as their primary channels (e.g., ``x``, ``y`` ). **See also:** `type `__ documentation. """ _schema = {"$ref": "#/definitions/LatLongFieldDef"} def __init__( self, shorthand: Union[ str, dict, "SchemaBase", Sequence[str], UndefinedType ] = Undefined, aggregate: Union[ dict, "SchemaBase", Literal[ "average", "count", "distinct", "max", "mean", "median", "min", "missing", "product", "q1", "q3", "ci0", "ci1", "stderr", "stdev", "stdevp", "sum", "valid", "values", "variance", "variancep", "exponential", "exponentialb", ], UndefinedType, ] = Undefined, bandPosition: Union[float, UndefinedType] = Undefined, bin: Union[None, UndefinedType] = Undefined, field: Union[str, dict, "SchemaBase", UndefinedType] = Undefined, timeUnit: Union[ dict, "SchemaBase", Literal[ "year", "quarter", "month", "week", "day", "dayofyear", "date", "hours", "minutes", "seconds", "milliseconds", ], Literal[ "utcyear", "utcquarter", "utcmonth", "utcweek", "utcday", "utcdayofyear", "utcdate", "utchours", "utcminutes", "utcseconds", "utcmilliseconds", ], Literal[ "binnedyear", "binnedyearquarter", "binnedyearquartermonth", "binnedyearmonth", "binnedyearmonthdate", "binnedyearmonthdatehours", "binnedyearmonthdatehoursminutes", "binnedyearmonthdatehoursminutesseconds", "binnedyearweek", "binnedyearweekday", "binnedyearweekdayhours", "binnedyearweekdayhoursminutes", "binnedyearweekdayhoursminutesseconds", "binnedyeardayofyear", ], Literal[ "binnedutcyear", "binnedutcyearquarter", "binnedutcyearquartermonth", "binnedutcyearmonth", "binnedutcyearmonthdate", "binnedutcyearmonthdatehours", "binnedutcyearmonthdatehoursminutes", "binnedutcyearmonthdatehoursminutesseconds", "binnedutcyearweek", "binnedutcyearweekday", "binnedutcyearweekdayhours", "binnedutcyearweekdayhoursminutes", "binnedutcyearweekdayhoursminutesseconds", "binnedutcyeardayofyear", ], Literal[ "yearquarter", "yearquartermonth", "yearmonth", "yearmonthdate", "yearmonthdatehours", "yearmonthdatehoursminutes", "yearmonthdatehoursminutesseconds", "yearweek", "yearweekday", "yearweekdayhours", "yearweekdayhoursminutes", "yearweekdayhoursminutesseconds", "yeardayofyear", "quartermonth", "monthdate", "monthdatehours", "monthdatehoursminutes", "monthdatehoursminutesseconds", "weekday", "weekdayhours", "weekdayhoursminutes", "weekdayhoursminutesseconds", "dayhours", "dayhoursminutes", "dayhoursminutesseconds", "hoursminutes", "hoursminutesseconds", "minutesseconds", "secondsmilliseconds", ], Literal[ "utcyearquarter", "utcyearquartermonth", "utcyearmonth", "utcyearmonthdate", "utcyearmonthdatehours", "utcyearmonthdatehoursminutes", "utcyearmonthdatehoursminutesseconds", "utcyearweek", "utcyearweekday", "utcyearweekdayhours", "utcyearweekdayhoursminutes", "utcyearweekdayhoursminutesseconds", "utcyeardayofyear", "utcquartermonth", "utcmonthdate", "utcmonthdatehours", "utcmonthdatehoursminutes", "utcmonthdatehoursminutesseconds", "utcweekday", "utcweeksdayhours", "utcweekdayhoursminutes", "utcweekdayhoursminutesseconds", "utcdayhours", "utcdayhoursminutes", "utcdayhoursminutesseconds", "utchoursminutes", "utchoursminutesseconds", "utcminutesseconds", "utcsecondsmilliseconds", ], UndefinedType, ] = Undefined, title: Union[str, None, "SchemaBase", Sequence[str], UndefinedType] = Undefined, type: Union[str, UndefinedType] = Undefined, **kwds, ): super(LatLongFieldDef, self).__init__( shorthand=shorthand, aggregate=aggregate, bandPosition=bandPosition, bin=bin, field=field, timeUnit=timeUnit, title=title, type=type, **kwds, ) class LayerRepeatMapping(VegaLiteSchema): """LayerRepeatMapping schema wrapper Parameters ---------- layer : Sequence[str] An array of fields to be repeated as layers. column : Sequence[str] An array of fields to be repeated horizontally. row : Sequence[str] An array of fields to be repeated vertically. """ _schema = {"$ref": "#/definitions/LayerRepeatMapping"} def __init__( self, layer: Union[Sequence[str], UndefinedType] = Undefined, column: Union[Sequence[str], UndefinedType] = Undefined, row: Union[Sequence[str], UndefinedType] = Undefined, **kwds, ): super(LayerRepeatMapping, self).__init__( layer=layer, column=column, row=row, **kwds ) class LayoutAlign(VegaLiteSchema): """LayoutAlign schema wrapper""" _schema = {"$ref": "#/definitions/LayoutAlign"} def __init__(self, *args): super(LayoutAlign, self).__init__(*args) class Legend(VegaLiteSchema): """Legend schema wrapper Properties of a legend or boolean flag for determining whether to show it. Parameters ---------- aria : bool, dict, :class:`ExprRef` A boolean flag indicating if `ARIA attributes `__ should be included (SVG output only). If ``false``, the "aria-hidden" attribute will be set on the output SVG group, removing the legend from the ARIA accessibility tree. **Default value:** ``true`` clipHeight : dict, float, :class:`ExprRef` The height in pixels to clip symbol legend entries and limit their size. columnPadding : dict, float, :class:`ExprRef` The horizontal padding in pixels between symbol legend entries. **Default value:** ``10``. columns : dict, float, :class:`ExprRef` The number of columns in which to arrange symbol legend entries. A value of ``0`` or lower indicates a single row with one column per entry. cornerRadius : dict, float, :class:`ExprRef` Corner radius for the full legend. description : str, dict, :class:`ExprRef` A text description of this legend for `ARIA accessibility `__ (SVG output only). If the ``aria`` property is true, for SVG output the `"aria-label" attribute `__ will be set to this description. If the description is unspecified it will be automatically generated. direction : :class:`Orientation`, Literal['horizontal', 'vertical'] The direction of the legend, one of ``"vertical"`` or ``"horizontal"``. **Default value:** * For top-/bottom- ``orient`` ed legends, ``"horizontal"`` * For left-/right- ``orient`` ed legends, ``"vertical"`` * For top/bottom-left/right- ``orient`` ed legends, ``"horizontal"`` for gradient legends and ``"vertical"`` for symbol legends. fillColor : str, dict, None, :class:`Color`, :class:`ExprRef`, :class:`HexColor`, :class:`ColorName`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] Background fill color for the full legend. format : str, dict, :class:`Dict` When used with the default ``"number"`` and ``"time"`` format type, the text formatting pattern for labels of guides (axes, legends, headers) and text marks. * If the format type is ``"number"`` (e.g., for quantitative fields), this is D3's `number format pattern `__. * If the format type is ``"time"`` (e.g., for temporal fields), this is D3's `time format pattern `__. See the `format documentation `__ for more examples. When used with a `custom formatType `__, this value will be passed as ``format`` alongside ``datum.value`` to the registered function. **Default value:** Derived from `numberFormat `__ config for number format and from `timeFormat `__ config for time format. formatType : str The format type for labels. One of ``"number"``, ``"time"``, or a `registered custom format type `__. **Default value:** * ``"time"`` for temporal fields and ordinal and nominal fields with ``timeUnit``. * ``"number"`` for quantitative fields as well as ordinal and nominal fields without ``timeUnit``. gradientLength : dict, float, :class:`ExprRef` The length in pixels of the primary axis of a color gradient. This value corresponds to the height of a vertical gradient or the width of a horizontal gradient. **Default value:** ``200``. gradientOpacity : dict, float, :class:`ExprRef` Opacity of the color gradient. gradientStrokeColor : str, dict, None, :class:`Color`, :class:`ExprRef`, :class:`HexColor`, :class:`ColorName`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] The color of the gradient stroke, can be in hex color code or regular color name. **Default value:** ``"lightGray"``. gradientStrokeWidth : dict, float, :class:`ExprRef` The width of the gradient stroke, in pixels. **Default value:** ``0``. gradientThickness : dict, float, :class:`ExprRef` The thickness in pixels of the color gradient. This value corresponds to the width of a vertical gradient or the height of a horizontal gradient. **Default value:** ``16``. gridAlign : dict, :class:`ExprRef`, :class:`LayoutAlign`, Literal['all', 'each', 'none'] The alignment to apply to symbol legends rows and columns. The supported string values are ``"all"``, ``"each"`` (the default), and ``none``. For more information, see the `grid layout documentation `__. **Default value:** ``"each"``. labelAlign : dict, :class:`Align`, :class:`ExprRef`, Literal['left', 'center', 'right'] The alignment of the legend label, can be left, center, or right. labelBaseline : str, dict, :class:`ExprRef`, :class:`Baseline`, :class:`TextBaseline`, Literal['top', 'middle', 'bottom'] The position of the baseline of legend label, can be ``"top"``, ``"middle"``, ``"bottom"``, or ``"alphabetic"``. **Default value:** ``"middle"``. labelColor : str, dict, None, :class:`Color`, :class:`ExprRef`, :class:`HexColor`, :class:`ColorName`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] The color of the legend label, can be in hex color code or regular color name. labelExpr : str `Vega expression `__ for customizing labels. **Note:** The label text and value can be assessed via the ``label`` and ``value`` properties of the legend's backing ``datum`` object. labelFont : str, dict, :class:`ExprRef` The font of the legend label. labelFontSize : dict, float, :class:`ExprRef` The font size of legend label. **Default value:** ``10``. labelFontStyle : str, dict, :class:`ExprRef`, :class:`FontStyle` The font style of legend label. labelFontWeight : dict, :class:`ExprRef`, :class:`FontWeight`, Literal['normal', 'bold', 'lighter', 'bolder', 100, 200, 300, 400, 500, 600, 700, 800, 900] The font weight of legend label. labelLimit : dict, float, :class:`ExprRef` Maximum allowed pixel width of legend tick labels. **Default value:** ``160``. labelOffset : dict, float, :class:`ExprRef` The offset of the legend label. **Default value:** ``4``. labelOpacity : dict, float, :class:`ExprRef` Opacity of labels. labelOverlap : str, bool, dict, :class:`ExprRef`, :class:`LabelOverlap` The strategy to use for resolving overlap of labels in gradient legends. If ``false``, no overlap reduction is attempted. If set to ``true`` (default) or ``"parity"``, a strategy of removing every other label is used. If set to ``"greedy"``, a linear scan of the labels is performed, removing any label that overlaps with the last visible label (this often works better for log-scaled axes). **Default value:** ``true``. labelPadding : dict, float, :class:`ExprRef` Padding in pixels between the legend and legend labels. labelSeparation : dict, float, :class:`ExprRef` The minimum separation that must be between label bounding boxes for them to be considered non-overlapping (default ``0`` ). This property is ignored if *labelOverlap* resolution is not enabled. legendX : dict, float, :class:`ExprRef` Custom x-position for legend with orient "none". legendY : dict, float, :class:`ExprRef` Custom y-position for legend with orient "none". offset : dict, float, :class:`ExprRef` The offset in pixels by which to displace the legend from the data rectangle and axes. **Default value:** ``18``. orient : :class:`LegendOrient`, Literal['none', 'left', 'right', 'top', 'bottom', 'top-left', 'top-right', 'bottom-left', 'bottom-right'] The orientation of the legend, which determines how the legend is positioned within the scene. One of ``"left"``, ``"right"``, ``"top"``, ``"bottom"``, ``"top-left"``, ``"top-right"``, ``"bottom-left"``, ``"bottom-right"``, ``"none"``. **Default value:** ``"right"`` padding : dict, float, :class:`ExprRef` The padding between the border and content of the legend group. **Default value:** ``0``. rowPadding : dict, float, :class:`ExprRef` The vertical padding in pixels between symbol legend entries. **Default value:** ``2``. strokeColor : str, dict, None, :class:`Color`, :class:`ExprRef`, :class:`HexColor`, :class:`ColorName`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] Border stroke color for the full legend. symbolDash : dict, Sequence[float], :class:`ExprRef` An array of alternating [stroke, space] lengths for dashed symbol strokes. symbolDashOffset : dict, float, :class:`ExprRef` The pixel offset at which to start drawing with the symbol stroke dash array. symbolFillColor : str, dict, None, :class:`Color`, :class:`ExprRef`, :class:`HexColor`, :class:`ColorName`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] The color of the legend symbol, symbolLimit : dict, float, :class:`ExprRef` The maximum number of allowed entries for a symbol legend. Additional entries will be dropped. symbolOffset : dict, float, :class:`ExprRef` Horizontal pixel offset for legend symbols. **Default value:** ``0``. symbolOpacity : dict, float, :class:`ExprRef` Opacity of the legend symbols. symbolSize : dict, float, :class:`ExprRef` The size of the legend symbol, in pixels. **Default value:** ``100``. symbolStrokeColor : str, dict, None, :class:`Color`, :class:`ExprRef`, :class:`HexColor`, :class:`ColorName`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] Stroke color for legend symbols. symbolStrokeWidth : dict, float, :class:`ExprRef` The width of the symbol's stroke. **Default value:** ``1.5``. symbolType : str, dict, :class:`ExprRef`, :class:`SymbolShape` The symbol shape. One of the plotting shapes ``circle`` (default), ``square``, ``cross``, ``diamond``, ``triangle-up``, ``triangle-down``, ``triangle-right``, or ``triangle-left``, the line symbol ``stroke``, or one of the centered directional shapes ``arrow``, ``wedge``, or ``triangle``. Alternatively, a custom `SVG path string `__ can be provided. For correct sizing, custom shape paths should be defined within a square bounding box with coordinates ranging from -1 to 1 along both the x and y dimensions. **Default value:** ``"circle"``. tickCount : dict, float, :class:`ExprRef`, :class:`TickCount`, :class:`TimeInterval`, :class:`TimeIntervalStep`, Literal['millisecond', 'second', 'minute', 'hour', 'day', 'week', 'month', 'year'] The desired number of tick values for quantitative legends. tickMinStep : dict, float, :class:`ExprRef` The minimum desired step between legend ticks, in terms of scale domain values. For example, a value of ``1`` indicates that ticks should not be less than 1 unit apart. If ``tickMinStep`` is specified, the ``tickCount`` value will be adjusted, if necessary, to enforce the minimum step value. **Default value** : ``undefined`` title : str, None, :class:`Text`, Sequence[str] A title for the field. If ``null``, the title will be removed. **Default value:** derived from the field's name and transformation function ( ``aggregate``, ``bin`` and ``timeUnit`` ). If the field has an aggregate function, the function is displayed as part of the title (e.g., ``"Sum of Profit"`` ). If the field is binned or has a time unit applied, the applied function is shown in parentheses (e.g., ``"Profit (binned)"``, ``"Transaction Date (year-month)"`` ). Otherwise, the title is simply the field name. **Notes** : 1) You can customize the default field title format by providing the `fieldTitle `__ property in the `config `__ or `fieldTitle function via the compile function's options `__. 2) If both field definition's ``title`` and axis, header, or legend ``title`` are defined, axis/header/legend title will be used. titleAlign : dict, :class:`Align`, :class:`ExprRef`, Literal['left', 'center', 'right'] Horizontal text alignment for legend titles. **Default value:** ``"left"``. titleAnchor : dict, :class:`ExprRef`, :class:`TitleAnchor`, Literal[None, 'start', 'middle', 'end'] Text anchor position for placing legend titles. titleBaseline : str, dict, :class:`ExprRef`, :class:`Baseline`, :class:`TextBaseline`, Literal['top', 'middle', 'bottom'] Vertical text baseline for legend titles. One of ``"alphabetic"`` (default), ``"top"``, ``"middle"``, ``"bottom"``, ``"line-top"``, or ``"line-bottom"``. The ``"line-top"`` and ``"line-bottom"`` values operate similarly to ``"top"`` and ``"bottom"``, but are calculated relative to the *lineHeight* rather than *fontSize* alone. **Default value:** ``"top"``. titleColor : str, dict, None, :class:`Color`, :class:`ExprRef`, :class:`HexColor`, :class:`ColorName`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] The color of the legend title, can be in hex color code or regular color name. titleFont : str, dict, :class:`ExprRef` The font of the legend title. titleFontSize : dict, float, :class:`ExprRef` The font size of the legend title. titleFontStyle : str, dict, :class:`ExprRef`, :class:`FontStyle` The font style of the legend title. titleFontWeight : dict, :class:`ExprRef`, :class:`FontWeight`, Literal['normal', 'bold', 'lighter', 'bolder', 100, 200, 300, 400, 500, 600, 700, 800, 900] The font weight of the legend title. This can be either a string (e.g ``"bold"``, ``"normal"`` ) or a number ( ``100``, ``200``, ``300``, ..., ``900`` where ``"normal"`` = ``400`` and ``"bold"`` = ``700`` ). titleLimit : dict, float, :class:`ExprRef` Maximum allowed pixel width of legend titles. **Default value:** ``180``. titleLineHeight : dict, float, :class:`ExprRef` Line height in pixels for multi-line title text or title text with ``"line-top"`` or ``"line-bottom"`` baseline. titleOpacity : dict, float, :class:`ExprRef` Opacity of the legend title. titleOrient : dict, :class:`Orient`, :class:`ExprRef`, Literal['left', 'right', 'top', 'bottom'] Orientation of the legend title. titlePadding : dict, float, :class:`ExprRef` The padding, in pixels, between title and legend. **Default value:** ``5``. type : Literal['symbol', 'gradient'] The type of the legend. Use ``"symbol"`` to create a discrete legend and ``"gradient"`` for a continuous color gradient. **Default value:** ``"gradient"`` for non-binned quantitative fields and temporal fields; ``"symbol"`` otherwise. values : dict, Sequence[str], Sequence[bool], Sequence[float], :class:`ExprRef`, Sequence[dict, :class:`DateTime`] Explicitly set the visible legend values. zindex : float A non-negative integer indicating the z-index of the legend. If zindex is 0, legend should be drawn behind all chart elements. To put them in front, use zindex = 1. """ _schema = {"$ref": "#/definitions/Legend"} def __init__( self, aria: Union[bool, dict, "_Parameter", "SchemaBase", UndefinedType] = Undefined, clipHeight: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, columnPadding: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, columns: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, cornerRadius: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, description: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, direction: Union[ "SchemaBase", Literal["horizontal", "vertical"], UndefinedType ] = Undefined, fillColor: Union[ str, dict, None, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, format: Union[str, dict, "SchemaBase", UndefinedType] = Undefined, formatType: Union[str, UndefinedType] = Undefined, gradientLength: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, gradientOpacity: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, gradientStrokeColor: Union[ str, dict, None, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, gradientStrokeWidth: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, gradientThickness: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, gridAlign: Union[ dict, "_Parameter", "SchemaBase", Literal["all", "each", "none"], UndefinedType, ] = Undefined, labelAlign: Union[ dict, "_Parameter", "SchemaBase", Literal["left", "center", "right"], UndefinedType, ] = Undefined, labelBaseline: Union[ str, dict, "_Parameter", "SchemaBase", Literal["top", "middle", "bottom"], UndefinedType, ] = Undefined, labelColor: Union[ str, dict, None, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, labelExpr: Union[str, UndefinedType] = Undefined, labelFont: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, labelFontSize: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, labelFontStyle: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, labelFontWeight: Union[ dict, "_Parameter", "SchemaBase", Literal[ "normal", "bold", "lighter", "bolder", 100, 200, 300, 400, 500, 600, 700, 800, 900, ], UndefinedType, ] = Undefined, labelLimit: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, labelOffset: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, labelOpacity: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, labelOverlap: Union[ str, bool, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, labelPadding: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, labelSeparation: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, legendX: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, legendY: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, offset: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, orient: Union[ "SchemaBase", Literal[ "none", "left", "right", "top", "bottom", "top-left", "top-right", "bottom-left", "bottom-right", ], UndefinedType, ] = Undefined, padding: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, rowPadding: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, strokeColor: Union[ str, dict, None, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, symbolDash: Union[ dict, "_Parameter", "SchemaBase", Sequence[float], UndefinedType ] = Undefined, symbolDashOffset: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, symbolFillColor: Union[ str, dict, None, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, symbolLimit: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, symbolOffset: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, symbolOpacity: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, symbolSize: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, symbolStrokeColor: Union[ str, dict, None, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, symbolStrokeWidth: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, symbolType: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, tickCount: Union[ dict, float, "_Parameter", "SchemaBase", Literal[ "millisecond", "second", "minute", "hour", "day", "week", "month", "year", ], UndefinedType, ] = Undefined, tickMinStep: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, title: Union[str, None, "SchemaBase", Sequence[str], UndefinedType] = Undefined, titleAlign: Union[ dict, "_Parameter", "SchemaBase", Literal["left", "center", "right"], UndefinedType, ] = Undefined, titleAnchor: Union[ dict, "_Parameter", "SchemaBase", Literal[None, "start", "middle", "end"], UndefinedType, ] = Undefined, titleBaseline: Union[ str, dict, "_Parameter", "SchemaBase", Literal["top", "middle", "bottom"], UndefinedType, ] = Undefined, titleColor: Union[ str, dict, None, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, titleFont: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, titleFontSize: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, titleFontStyle: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, titleFontWeight: Union[ dict, "_Parameter", "SchemaBase", Literal[ "normal", "bold", "lighter", "bolder", 100, 200, 300, 400, 500, 600, 700, 800, 900, ], UndefinedType, ] = Undefined, titleLimit: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, titleLineHeight: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, titleOpacity: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, titleOrient: Union[ dict, "_Parameter", "SchemaBase", Literal["left", "right", "top", "bottom"], UndefinedType, ] = Undefined, titlePadding: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, type: Union[Literal["symbol", "gradient"], UndefinedType] = Undefined, values: Union[ dict, "_Parameter", "SchemaBase", Sequence[str], Sequence[bool], Sequence[float], Sequence[Union[dict, "SchemaBase"]], UndefinedType, ] = Undefined, zindex: Union[float, UndefinedType] = Undefined, **kwds, ): super(Legend, self).__init__( aria=aria, clipHeight=clipHeight, columnPadding=columnPadding, columns=columns, cornerRadius=cornerRadius, description=description, direction=direction, fillColor=fillColor, format=format, formatType=formatType, gradientLength=gradientLength, gradientOpacity=gradientOpacity, gradientStrokeColor=gradientStrokeColor, gradientStrokeWidth=gradientStrokeWidth, gradientThickness=gradientThickness, gridAlign=gridAlign, labelAlign=labelAlign, labelBaseline=labelBaseline, labelColor=labelColor, labelExpr=labelExpr, labelFont=labelFont, labelFontSize=labelFontSize, labelFontStyle=labelFontStyle, labelFontWeight=labelFontWeight, labelLimit=labelLimit, labelOffset=labelOffset, labelOpacity=labelOpacity, labelOverlap=labelOverlap, labelPadding=labelPadding, labelSeparation=labelSeparation, legendX=legendX, legendY=legendY, offset=offset, orient=orient, padding=padding, rowPadding=rowPadding, strokeColor=strokeColor, symbolDash=symbolDash, symbolDashOffset=symbolDashOffset, symbolFillColor=symbolFillColor, symbolLimit=symbolLimit, symbolOffset=symbolOffset, symbolOpacity=symbolOpacity, symbolSize=symbolSize, symbolStrokeColor=symbolStrokeColor, symbolStrokeWidth=symbolStrokeWidth, symbolType=symbolType, tickCount=tickCount, tickMinStep=tickMinStep, title=title, titleAlign=titleAlign, titleAnchor=titleAnchor, titleBaseline=titleBaseline, titleColor=titleColor, titleFont=titleFont, titleFontSize=titleFontSize, titleFontStyle=titleFontStyle, titleFontWeight=titleFontWeight, titleLimit=titleLimit, titleLineHeight=titleLineHeight, titleOpacity=titleOpacity, titleOrient=titleOrient, titlePadding=titlePadding, type=type, values=values, zindex=zindex, **kwds, ) class LegendBinding(VegaLiteSchema): """LegendBinding schema wrapper""" _schema = {"$ref": "#/definitions/LegendBinding"} def __init__(self, *args, **kwds): super(LegendBinding, self).__init__(*args, **kwds) class LegendConfig(VegaLiteSchema): """LegendConfig schema wrapper Parameters ---------- aria : bool, dict, :class:`ExprRef` A boolean flag indicating if `ARIA attributes `__ should be included (SVG output only). If ``false``, the "aria-hidden" attribute will be set on the output SVG group, removing the legend from the ARIA accessibility tree. **Default value:** ``true`` clipHeight : dict, float, :class:`ExprRef` The height in pixels to clip symbol legend entries and limit their size. columnPadding : dict, float, :class:`ExprRef` The horizontal padding in pixels between symbol legend entries. **Default value:** ``10``. columns : dict, float, :class:`ExprRef` The number of columns in which to arrange symbol legend entries. A value of ``0`` or lower indicates a single row with one column per entry. cornerRadius : dict, float, :class:`ExprRef` Corner radius for the full legend. description : str, dict, :class:`ExprRef` A text description of this legend for `ARIA accessibility `__ (SVG output only). If the ``aria`` property is true, for SVG output the `"aria-label" attribute `__ will be set to this description. If the description is unspecified it will be automatically generated. direction : :class:`Orientation`, Literal['horizontal', 'vertical'] The direction of the legend, one of ``"vertical"`` or ``"horizontal"``. **Default value:** * For top-/bottom- ``orient`` ed legends, ``"horizontal"`` * For left-/right- ``orient`` ed legends, ``"vertical"`` * For top/bottom-left/right- ``orient`` ed legends, ``"horizontal"`` for gradient legends and ``"vertical"`` for symbol legends. disable : bool Disable legend by default fillColor : str, dict, None, :class:`Color`, :class:`ExprRef`, :class:`HexColor`, :class:`ColorName`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] Background fill color for the full legend. gradientDirection : dict, :class:`ExprRef`, :class:`Orientation`, Literal['horizontal', 'vertical'] The default direction ( ``"horizontal"`` or ``"vertical"`` ) for gradient legends. **Default value:** ``"vertical"``. gradientHorizontalMaxLength : float Max legend length for a horizontal gradient when ``config.legend.gradientLength`` is undefined. **Default value:** ``200`` gradientHorizontalMinLength : float Min legend length for a horizontal gradient when ``config.legend.gradientLength`` is undefined. **Default value:** ``100`` gradientLabelLimit : dict, float, :class:`ExprRef` The maximum allowed length in pixels of color ramp gradient labels. gradientLabelOffset : dict, float, :class:`ExprRef` Vertical offset in pixels for color ramp gradient labels. **Default value:** ``2``. gradientLength : dict, float, :class:`ExprRef` The length in pixels of the primary axis of a color gradient. This value corresponds to the height of a vertical gradient or the width of a horizontal gradient. **Default value:** ``200``. gradientOpacity : dict, float, :class:`ExprRef` Opacity of the color gradient. gradientStrokeColor : str, dict, None, :class:`Color`, :class:`ExprRef`, :class:`HexColor`, :class:`ColorName`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] The color of the gradient stroke, can be in hex color code or regular color name. **Default value:** ``"lightGray"``. gradientStrokeWidth : dict, float, :class:`ExprRef` The width of the gradient stroke, in pixels. **Default value:** ``0``. gradientThickness : dict, float, :class:`ExprRef` The thickness in pixels of the color gradient. This value corresponds to the width of a vertical gradient or the height of a horizontal gradient. **Default value:** ``16``. gradientVerticalMaxLength : float Max legend length for a vertical gradient when ``config.legend.gradientLength`` is undefined. **Default value:** ``200`` gradientVerticalMinLength : float Min legend length for a vertical gradient when ``config.legend.gradientLength`` is undefined. **Default value:** ``100`` gridAlign : dict, :class:`ExprRef`, :class:`LayoutAlign`, Literal['all', 'each', 'none'] The alignment to apply to symbol legends rows and columns. The supported string values are ``"all"``, ``"each"`` (the default), and ``none``. For more information, see the `grid layout documentation `__. **Default value:** ``"each"``. labelAlign : dict, :class:`Align`, :class:`ExprRef`, Literal['left', 'center', 'right'] The alignment of the legend label, can be left, center, or right. labelBaseline : str, dict, :class:`ExprRef`, :class:`Baseline`, :class:`TextBaseline`, Literal['top', 'middle', 'bottom'] The position of the baseline of legend label, can be ``"top"``, ``"middle"``, ``"bottom"``, or ``"alphabetic"``. **Default value:** ``"middle"``. labelColor : str, dict, None, :class:`Color`, :class:`ExprRef`, :class:`HexColor`, :class:`ColorName`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] The color of the legend label, can be in hex color code or regular color name. labelFont : str, dict, :class:`ExprRef` The font of the legend label. labelFontSize : dict, float, :class:`ExprRef` The font size of legend label. **Default value:** ``10``. labelFontStyle : str, dict, :class:`ExprRef`, :class:`FontStyle` The font style of legend label. labelFontWeight : dict, :class:`ExprRef`, :class:`FontWeight`, Literal['normal', 'bold', 'lighter', 'bolder', 100, 200, 300, 400, 500, 600, 700, 800, 900] The font weight of legend label. labelLimit : dict, float, :class:`ExprRef` Maximum allowed pixel width of legend tick labels. **Default value:** ``160``. labelOffset : dict, float, :class:`ExprRef` The offset of the legend label. **Default value:** ``4``. labelOpacity : dict, float, :class:`ExprRef` Opacity of labels. labelOverlap : str, bool, dict, :class:`ExprRef`, :class:`LabelOverlap` The strategy to use for resolving overlap of labels in gradient legends. If ``false``, no overlap reduction is attempted. If set to ``true`` or ``"parity"``, a strategy of removing every other label is used. If set to ``"greedy"``, a linear scan of the labels is performed, removing any label that overlaps with the last visible label (this often works better for log-scaled axes). **Default value:** ``"greedy"`` for ``log scales otherwise`` true`. labelPadding : dict, float, :class:`ExprRef` Padding in pixels between the legend and legend labels. labelSeparation : dict, float, :class:`ExprRef` The minimum separation that must be between label bounding boxes for them to be considered non-overlapping (default ``0`` ). This property is ignored if *labelOverlap* resolution is not enabled. layout : dict, :class:`ExprRef` legendX : dict, float, :class:`ExprRef` Custom x-position for legend with orient "none". legendY : dict, float, :class:`ExprRef` Custom y-position for legend with orient "none". offset : dict, float, :class:`ExprRef` The offset in pixels by which to displace the legend from the data rectangle and axes. **Default value:** ``18``. orient : :class:`LegendOrient`, Literal['none', 'left', 'right', 'top', 'bottom', 'top-left', 'top-right', 'bottom-left', 'bottom-right'] The orientation of the legend, which determines how the legend is positioned within the scene. One of ``"left"``, ``"right"``, ``"top"``, ``"bottom"``, ``"top-left"``, ``"top-right"``, ``"bottom-left"``, ``"bottom-right"``, ``"none"``. **Default value:** ``"right"`` padding : dict, float, :class:`ExprRef` The padding between the border and content of the legend group. **Default value:** ``0``. rowPadding : dict, float, :class:`ExprRef` The vertical padding in pixels between symbol legend entries. **Default value:** ``2``. strokeColor : str, dict, None, :class:`Color`, :class:`ExprRef`, :class:`HexColor`, :class:`ColorName`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] Border stroke color for the full legend. strokeDash : dict, Sequence[float], :class:`ExprRef` Border stroke dash pattern for the full legend. strokeWidth : dict, float, :class:`ExprRef` Border stroke width for the full legend. symbolBaseFillColor : str, dict, None, :class:`Color`, :class:`ExprRef`, :class:`HexColor`, :class:`ColorName`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] Default fill color for legend symbols. Only applied if there is no ``"fill"`` scale color encoding for the legend. **Default value:** ``"transparent"``. symbolBaseStrokeColor : str, dict, None, :class:`Color`, :class:`ExprRef`, :class:`HexColor`, :class:`ColorName`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] Default stroke color for legend symbols. Only applied if there is no ``"fill"`` scale color encoding for the legend. **Default value:** ``"gray"``. symbolDash : dict, Sequence[float], :class:`ExprRef` An array of alternating [stroke, space] lengths for dashed symbol strokes. symbolDashOffset : dict, float, :class:`ExprRef` The pixel offset at which to start drawing with the symbol stroke dash array. symbolDirection : dict, :class:`ExprRef`, :class:`Orientation`, Literal['horizontal', 'vertical'] The default direction ( ``"horizontal"`` or ``"vertical"`` ) for symbol legends. **Default value:** ``"vertical"``. symbolFillColor : str, dict, None, :class:`Color`, :class:`ExprRef`, :class:`HexColor`, :class:`ColorName`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] The color of the legend symbol, symbolLimit : dict, float, :class:`ExprRef` The maximum number of allowed entries for a symbol legend. Additional entries will be dropped. symbolOffset : dict, float, :class:`ExprRef` Horizontal pixel offset for legend symbols. **Default value:** ``0``. symbolOpacity : dict, float, :class:`ExprRef` Opacity of the legend symbols. symbolSize : dict, float, :class:`ExprRef` The size of the legend symbol, in pixels. **Default value:** ``100``. symbolStrokeColor : str, dict, None, :class:`Color`, :class:`ExprRef`, :class:`HexColor`, :class:`ColorName`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] Stroke color for legend symbols. symbolStrokeWidth : dict, float, :class:`ExprRef` The width of the symbol's stroke. **Default value:** ``1.5``. symbolType : str, dict, :class:`ExprRef`, :class:`SymbolShape` The symbol shape. One of the plotting shapes ``circle`` (default), ``square``, ``cross``, ``diamond``, ``triangle-up``, ``triangle-down``, ``triangle-right``, or ``triangle-left``, the line symbol ``stroke``, or one of the centered directional shapes ``arrow``, ``wedge``, or ``triangle``. Alternatively, a custom `SVG path string `__ can be provided. For correct sizing, custom shape paths should be defined within a square bounding box with coordinates ranging from -1 to 1 along both the x and y dimensions. **Default value:** ``"circle"``. tickCount : dict, float, :class:`ExprRef`, :class:`TickCount`, :class:`TimeInterval`, :class:`TimeIntervalStep`, Literal['millisecond', 'second', 'minute', 'hour', 'day', 'week', 'month', 'year'] The desired number of tick values for quantitative legends. title : None Set to null to disable title for the axis, legend, or header. titleAlign : dict, :class:`Align`, :class:`ExprRef`, Literal['left', 'center', 'right'] Horizontal text alignment for legend titles. **Default value:** ``"left"``. titleAnchor : dict, :class:`ExprRef`, :class:`TitleAnchor`, Literal[None, 'start', 'middle', 'end'] Text anchor position for placing legend titles. titleBaseline : str, dict, :class:`ExprRef`, :class:`Baseline`, :class:`TextBaseline`, Literal['top', 'middle', 'bottom'] Vertical text baseline for legend titles. One of ``"alphabetic"`` (default), ``"top"``, ``"middle"``, ``"bottom"``, ``"line-top"``, or ``"line-bottom"``. The ``"line-top"`` and ``"line-bottom"`` values operate similarly to ``"top"`` and ``"bottom"``, but are calculated relative to the *lineHeight* rather than *fontSize* alone. **Default value:** ``"top"``. titleColor : str, dict, None, :class:`Color`, :class:`ExprRef`, :class:`HexColor`, :class:`ColorName`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] The color of the legend title, can be in hex color code or regular color name. titleFont : str, dict, :class:`ExprRef` The font of the legend title. titleFontSize : dict, float, :class:`ExprRef` The font size of the legend title. titleFontStyle : str, dict, :class:`ExprRef`, :class:`FontStyle` The font style of the legend title. titleFontWeight : dict, :class:`ExprRef`, :class:`FontWeight`, Literal['normal', 'bold', 'lighter', 'bolder', 100, 200, 300, 400, 500, 600, 700, 800, 900] The font weight of the legend title. This can be either a string (e.g ``"bold"``, ``"normal"`` ) or a number ( ``100``, ``200``, ``300``, ..., ``900`` where ``"normal"`` = ``400`` and ``"bold"`` = ``700`` ). titleLimit : dict, float, :class:`ExprRef` Maximum allowed pixel width of legend titles. **Default value:** ``180``. titleLineHeight : dict, float, :class:`ExprRef` Line height in pixels for multi-line title text or title text with ``"line-top"`` or ``"line-bottom"`` baseline. titleOpacity : dict, float, :class:`ExprRef` Opacity of the legend title. titleOrient : dict, :class:`Orient`, :class:`ExprRef`, Literal['left', 'right', 'top', 'bottom'] Orientation of the legend title. titlePadding : dict, float, :class:`ExprRef` The padding, in pixels, between title and legend. **Default value:** ``5``. unselectedOpacity : float The opacity of unselected legend entries. **Default value:** 0.35. zindex : dict, float, :class:`ExprRef` The integer z-index indicating the layering of the legend group relative to other axis, mark, and legend groups. """ _schema = {"$ref": "#/definitions/LegendConfig"} def __init__( self, aria: Union[bool, dict, "_Parameter", "SchemaBase", UndefinedType] = Undefined, clipHeight: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, columnPadding: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, columns: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, cornerRadius: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, description: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, direction: Union[ "SchemaBase", Literal["horizontal", "vertical"], UndefinedType ] = Undefined, disable: Union[bool, UndefinedType] = Undefined, fillColor: Union[ str, dict, None, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, gradientDirection: Union[ dict, "_Parameter", "SchemaBase", Literal["horizontal", "vertical"], UndefinedType, ] = Undefined, gradientHorizontalMaxLength: Union[float, UndefinedType] = Undefined, gradientHorizontalMinLength: Union[float, UndefinedType] = Undefined, gradientLabelLimit: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, gradientLabelOffset: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, gradientLength: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, gradientOpacity: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, gradientStrokeColor: Union[ str, dict, None, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, gradientStrokeWidth: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, gradientThickness: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, gradientVerticalMaxLength: Union[float, UndefinedType] = Undefined, gradientVerticalMinLength: Union[float, UndefinedType] = Undefined, gridAlign: Union[ dict, "_Parameter", "SchemaBase", Literal["all", "each", "none"], UndefinedType, ] = Undefined, labelAlign: Union[ dict, "_Parameter", "SchemaBase", Literal["left", "center", "right"], UndefinedType, ] = Undefined, labelBaseline: Union[ str, dict, "_Parameter", "SchemaBase", Literal["top", "middle", "bottom"], UndefinedType, ] = Undefined, labelColor: Union[ str, dict, None, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, labelFont: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, labelFontSize: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, labelFontStyle: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, labelFontWeight: Union[ dict, "_Parameter", "SchemaBase", Literal[ "normal", "bold", "lighter", "bolder", 100, 200, 300, 400, 500, 600, 700, 800, 900, ], UndefinedType, ] = Undefined, labelLimit: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, labelOffset: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, labelOpacity: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, labelOverlap: Union[ str, bool, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, labelPadding: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, labelSeparation: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, layout: Union[dict, "_Parameter", "SchemaBase", UndefinedType] = Undefined, legendX: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, legendY: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, offset: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, orient: Union[ "SchemaBase", Literal[ "none", "left", "right", "top", "bottom", "top-left", "top-right", "bottom-left", "bottom-right", ], UndefinedType, ] = Undefined, padding: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, rowPadding: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, strokeColor: Union[ str, dict, None, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, strokeDash: Union[ dict, "_Parameter", "SchemaBase", Sequence[float], UndefinedType ] = Undefined, strokeWidth: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, symbolBaseFillColor: Union[ str, dict, None, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, symbolBaseStrokeColor: Union[ str, dict, None, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, symbolDash: Union[ dict, "_Parameter", "SchemaBase", Sequence[float], UndefinedType ] = Undefined, symbolDashOffset: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, symbolDirection: Union[ dict, "_Parameter", "SchemaBase", Literal["horizontal", "vertical"], UndefinedType, ] = Undefined, symbolFillColor: Union[ str, dict, None, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, symbolLimit: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, symbolOffset: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, symbolOpacity: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, symbolSize: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, symbolStrokeColor: Union[ str, dict, None, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, symbolStrokeWidth: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, symbolType: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, tickCount: Union[ dict, float, "_Parameter", "SchemaBase", Literal[ "millisecond", "second", "minute", "hour", "day", "week", "month", "year", ], UndefinedType, ] = Undefined, title: Union[None, UndefinedType] = Undefined, titleAlign: Union[ dict, "_Parameter", "SchemaBase", Literal["left", "center", "right"], UndefinedType, ] = Undefined, titleAnchor: Union[ dict, "_Parameter", "SchemaBase", Literal[None, "start", "middle", "end"], UndefinedType, ] = Undefined, titleBaseline: Union[ str, dict, "_Parameter", "SchemaBase", Literal["top", "middle", "bottom"], UndefinedType, ] = Undefined, titleColor: Union[ str, dict, None, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, titleFont: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, titleFontSize: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, titleFontStyle: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, titleFontWeight: Union[ dict, "_Parameter", "SchemaBase", Literal[ "normal", "bold", "lighter", "bolder", 100, 200, 300, 400, 500, 600, 700, 800, 900, ], UndefinedType, ] = Undefined, titleLimit: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, titleLineHeight: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, titleOpacity: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, titleOrient: Union[ dict, "_Parameter", "SchemaBase", Literal["left", "right", "top", "bottom"], UndefinedType, ] = Undefined, titlePadding: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, unselectedOpacity: Union[float, UndefinedType] = Undefined, zindex: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, **kwds, ): super(LegendConfig, self).__init__( aria=aria, clipHeight=clipHeight, columnPadding=columnPadding, columns=columns, cornerRadius=cornerRadius, description=description, direction=direction, disable=disable, fillColor=fillColor, gradientDirection=gradientDirection, gradientHorizontalMaxLength=gradientHorizontalMaxLength, gradientHorizontalMinLength=gradientHorizontalMinLength, gradientLabelLimit=gradientLabelLimit, gradientLabelOffset=gradientLabelOffset, gradientLength=gradientLength, gradientOpacity=gradientOpacity, gradientStrokeColor=gradientStrokeColor, gradientStrokeWidth=gradientStrokeWidth, gradientThickness=gradientThickness, gradientVerticalMaxLength=gradientVerticalMaxLength, gradientVerticalMinLength=gradientVerticalMinLength, gridAlign=gridAlign, labelAlign=labelAlign, labelBaseline=labelBaseline, labelColor=labelColor, labelFont=labelFont, labelFontSize=labelFontSize, labelFontStyle=labelFontStyle, labelFontWeight=labelFontWeight, labelLimit=labelLimit, labelOffset=labelOffset, labelOpacity=labelOpacity, labelOverlap=labelOverlap, labelPadding=labelPadding, labelSeparation=labelSeparation, layout=layout, legendX=legendX, legendY=legendY, offset=offset, orient=orient, padding=padding, rowPadding=rowPadding, strokeColor=strokeColor, strokeDash=strokeDash, strokeWidth=strokeWidth, symbolBaseFillColor=symbolBaseFillColor, symbolBaseStrokeColor=symbolBaseStrokeColor, symbolDash=symbolDash, symbolDashOffset=symbolDashOffset, symbolDirection=symbolDirection, symbolFillColor=symbolFillColor, symbolLimit=symbolLimit, symbolOffset=symbolOffset, symbolOpacity=symbolOpacity, symbolSize=symbolSize, symbolStrokeColor=symbolStrokeColor, symbolStrokeWidth=symbolStrokeWidth, symbolType=symbolType, tickCount=tickCount, title=title, titleAlign=titleAlign, titleAnchor=titleAnchor, titleBaseline=titleBaseline, titleColor=titleColor, titleFont=titleFont, titleFontSize=titleFontSize, titleFontStyle=titleFontStyle, titleFontWeight=titleFontWeight, titleLimit=titleLimit, titleLineHeight=titleLineHeight, titleOpacity=titleOpacity, titleOrient=titleOrient, titlePadding=titlePadding, unselectedOpacity=unselectedOpacity, zindex=zindex, **kwds, ) class LegendOrient(VegaLiteSchema): """LegendOrient schema wrapper""" _schema = {"$ref": "#/definitions/LegendOrient"} def __init__(self, *args): super(LegendOrient, self).__init__(*args) class LegendResolveMap(VegaLiteSchema): """LegendResolveMap schema wrapper Parameters ---------- angle : :class:`ResolveMode`, Literal['independent', 'shared'] color : :class:`ResolveMode`, Literal['independent', 'shared'] fill : :class:`ResolveMode`, Literal['independent', 'shared'] fillOpacity : :class:`ResolveMode`, Literal['independent', 'shared'] opacity : :class:`ResolveMode`, Literal['independent', 'shared'] shape : :class:`ResolveMode`, Literal['independent', 'shared'] size : :class:`ResolveMode`, Literal['independent', 'shared'] stroke : :class:`ResolveMode`, Literal['independent', 'shared'] strokeDash : :class:`ResolveMode`, Literal['independent', 'shared'] strokeOpacity : :class:`ResolveMode`, Literal['independent', 'shared'] strokeWidth : :class:`ResolveMode`, Literal['independent', 'shared'] """ _schema = {"$ref": "#/definitions/LegendResolveMap"} def __init__( self, angle: Union[ "SchemaBase", Literal["independent", "shared"], UndefinedType ] = Undefined, color: Union[ "SchemaBase", Literal["independent", "shared"], UndefinedType ] = Undefined, fill: Union[ "SchemaBase", Literal["independent", "shared"], UndefinedType ] = Undefined, fillOpacity: Union[ "SchemaBase", Literal["independent", "shared"], UndefinedType ] = Undefined, opacity: Union[ "SchemaBase", Literal["independent", "shared"], UndefinedType ] = Undefined, shape: Union[ "SchemaBase", Literal["independent", "shared"], UndefinedType ] = Undefined, size: Union[ "SchemaBase", Literal["independent", "shared"], UndefinedType ] = Undefined, stroke: Union[ "SchemaBase", Literal["independent", "shared"], UndefinedType ] = Undefined, strokeDash: Union[ "SchemaBase", Literal["independent", "shared"], UndefinedType ] = Undefined, strokeOpacity: Union[ "SchemaBase", Literal["independent", "shared"], UndefinedType ] = Undefined, strokeWidth: Union[ "SchemaBase", Literal["independent", "shared"], UndefinedType ] = Undefined, **kwds, ): super(LegendResolveMap, self).__init__( angle=angle, color=color, fill=fill, fillOpacity=fillOpacity, opacity=opacity, shape=shape, size=size, stroke=stroke, strokeDash=strokeDash, strokeOpacity=strokeOpacity, strokeWidth=strokeWidth, **kwds, ) class LegendStreamBinding(LegendBinding): """LegendStreamBinding schema wrapper Parameters ---------- legend : str, dict, :class:`Stream`, :class:`EventStream`, :class:`MergedStream`, :class:`DerivedStream` """ _schema = {"$ref": "#/definitions/LegendStreamBinding"} def __init__( self, legend: Union[str, dict, "SchemaBase", UndefinedType] = Undefined, **kwds ): super(LegendStreamBinding, self).__init__(legend=legend, **kwds) class LineConfig(AnyMarkConfig): """LineConfig schema wrapper Parameters ---------- align : dict, :class:`Align`, :class:`ExprRef`, Literal['left', 'center', 'right'] The horizontal alignment of the text or ranged marks (area, bar, image, rect, rule). One of ``"left"``, ``"right"``, ``"center"``. **Note:** Expression reference is *not* supported for range marks. angle : dict, float, :class:`ExprRef` The rotation angle of the text, in degrees. aria : bool, dict, :class:`ExprRef` A boolean flag indicating if `ARIA attributes `__ should be included (SVG output only). If ``false``, the "aria-hidden" attribute will be set on the output SVG element, removing the mark item from the ARIA accessibility tree. ariaRole : str, dict, :class:`ExprRef` Sets the type of user interface element of the mark item for `ARIA accessibility `__ (SVG output only). If specified, this property determines the "role" attribute. Warning: this property is experimental and may be changed in the future. ariaRoleDescription : str, dict, :class:`ExprRef` A human-readable, author-localized description for the role of the mark item for `ARIA accessibility `__ (SVG output only). If specified, this property determines the "aria-roledescription" attribute. Warning: this property is experimental and may be changed in the future. aspect : bool, dict, :class:`ExprRef` Whether to keep aspect ratio of image marks. baseline : str, dict, :class:`ExprRef`, :class:`Baseline`, :class:`TextBaseline`, Literal['top', 'middle', 'bottom'] For text marks, the vertical text baseline. One of ``"alphabetic"`` (default), ``"top"``, ``"middle"``, ``"bottom"``, ``"line-top"``, ``"line-bottom"``, or an expression reference that provides one of the valid values. The ``"line-top"`` and ``"line-bottom"`` values operate similarly to ``"top"`` and ``"bottom"``, but are calculated relative to the ``lineHeight`` rather than ``fontSize`` alone. For range marks, the vertical alignment of the marks. One of ``"top"``, ``"middle"``, ``"bottom"``. **Note:** Expression reference is *not* supported for range marks. blend : dict, :class:`Blend`, :class:`ExprRef`, Literal[None, 'multiply', 'screen', 'overlay', 'darken', 'lighten', 'color-dodge', 'color-burn', 'hard-light', 'soft-light', 'difference', 'exclusion', 'hue', 'saturation', 'color', 'luminosity'] The color blend mode for drawing an item on its current background. Any valid `CSS mix-blend-mode `__ value can be used. __Default value:__ ``"source-over"`` color : str, dict, :class:`Color`, :class:`ExprRef`, :class:`Gradient`, :class:`HexColor`, :class:`ColorName`, :class:`LinearGradient`, :class:`RadialGradient`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] Default color. **Default value:** :raw-html:`■` ``"#4682b4"`` **Note:** * This property cannot be used in a `style config `__. * The ``fill`` and ``stroke`` properties have higher precedence than ``color`` and will override ``color``. cornerRadius : dict, float, :class:`ExprRef` The radius in pixels of rounded rectangles or arcs' corners. **Default value:** ``0`` cornerRadiusBottomLeft : dict, float, :class:`ExprRef` The radius in pixels of rounded rectangles' bottom left corner. **Default value:** ``0`` cornerRadiusBottomRight : dict, float, :class:`ExprRef` The radius in pixels of rounded rectangles' bottom right corner. **Default value:** ``0`` cornerRadiusTopLeft : dict, float, :class:`ExprRef` The radius in pixels of rounded rectangles' top right corner. **Default value:** ``0`` cornerRadiusTopRight : dict, float, :class:`ExprRef` The radius in pixels of rounded rectangles' top left corner. **Default value:** ``0`` cursor : dict, :class:`Cursor`, :class:`ExprRef`, Literal['auto', 'default', 'none', 'context-menu', 'help', 'pointer', 'progress', 'wait', 'cell', 'crosshair', 'text', 'vertical-text', 'alias', 'copy', 'move', 'no-drop', 'not-allowed', 'e-resize', 'n-resize', 'ne-resize', 'nw-resize', 's-resize', 'se-resize', 'sw-resize', 'w-resize', 'ew-resize', 'ns-resize', 'nesw-resize', 'nwse-resize', 'col-resize', 'row-resize', 'all-scroll', 'zoom-in', 'zoom-out', 'grab', 'grabbing'] The mouse cursor used over the mark. Any valid `CSS cursor type `__ can be used. description : str, dict, :class:`ExprRef` A text description of the mark item for `ARIA accessibility `__ (SVG output only). If specified, this property determines the `"aria-label" attribute `__. dir : dict, :class:`ExprRef`, Literal['ltr', 'rtl'], :class:`TextDirection` The direction of the text. One of ``"ltr"`` (left-to-right) or ``"rtl"`` (right-to-left). This property determines on which side is truncated in response to the limit parameter. **Default value:** ``"ltr"`` dx : dict, float, :class:`ExprRef` The horizontal offset, in pixels, between the text label and its anchor point. The offset is applied after rotation by the *angle* property. dy : dict, float, :class:`ExprRef` The vertical offset, in pixels, between the text label and its anchor point. The offset is applied after rotation by the *angle* property. ellipsis : str, dict, :class:`ExprRef` The ellipsis string for text truncated in response to the limit parameter. **Default value:** ``"…"`` endAngle : dict, float, :class:`ExprRef` The end angle in radians for arc marks. A value of ``0`` indicates up (north), increasing values proceed clockwise. fill : str, dict, None, :class:`Color`, :class:`ExprRef`, :class:`Gradient`, :class:`HexColor`, :class:`ColorName`, :class:`LinearGradient`, :class:`RadialGradient`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] Default fill color. This property has higher precedence than ``config.color``. Set to ``null`` to remove fill. **Default value:** (None) fillOpacity : dict, float, :class:`ExprRef` The fill opacity (value between [0,1]). **Default value:** ``1`` filled : bool Whether the mark's color should be used as fill color instead of stroke color. **Default value:** ``false`` for all ``point``, ``line``, and ``rule`` marks as well as ``geoshape`` marks for `graticule `__ data sources; otherwise, ``true``. **Note:** This property cannot be used in a `style config `__. font : str, dict, :class:`ExprRef` The typeface to set the text in (e.g., ``"Helvetica Neue"`` ). fontSize : dict, float, :class:`ExprRef` The font size, in pixels. **Default value:** ``11`` fontStyle : str, dict, :class:`ExprRef`, :class:`FontStyle` The font style (e.g., ``"italic"`` ). fontWeight : dict, :class:`ExprRef`, :class:`FontWeight`, Literal['normal', 'bold', 'lighter', 'bolder', 100, 200, 300, 400, 500, 600, 700, 800, 900] The font weight. This can be either a string (e.g ``"bold"``, ``"normal"`` ) or a number ( ``100``, ``200``, ``300``, ..., ``900`` where ``"normal"`` = ``400`` and ``"bold"`` = ``700`` ). height : dict, float, :class:`ExprRef` Height of the marks. href : str, dict, :class:`URI`, :class:`ExprRef` A URL to load upon mouse click. If defined, the mark acts as a hyperlink. innerRadius : dict, float, :class:`ExprRef` The inner radius in pixels of arc marks. ``innerRadius`` is an alias for ``radius2``. **Default value:** ``0`` interpolate : dict, :class:`ExprRef`, :class:`Interpolate`, Literal['basis', 'basis-open', 'basis-closed', 'bundle', 'cardinal', 'cardinal-open', 'cardinal-closed', 'catmull-rom', 'linear', 'linear-closed', 'monotone', 'natural', 'step', 'step-before', 'step-after'] The line interpolation method to use for line and area marks. One of the following: * ``"linear"`` : piecewise linear segments, as in a polyline. * ``"linear-closed"`` : close the linear segments to form a polygon. * ``"step"`` : alternate between horizontal and vertical segments, as in a step function. * ``"step-before"`` : alternate between vertical and horizontal segments, as in a step function. * ``"step-after"`` : alternate between horizontal and vertical segments, as in a step function. * ``"basis"`` : a B-spline, with control point duplication on the ends. * ``"basis-open"`` : an open B-spline; may not intersect the start or end. * ``"basis-closed"`` : a closed B-spline, as in a loop. * ``"cardinal"`` : a Cardinal spline, with control point duplication on the ends. * ``"cardinal-open"`` : an open Cardinal spline; may not intersect the start or end, but will intersect other control points. * ``"cardinal-closed"`` : a closed Cardinal spline, as in a loop. * ``"bundle"`` : equivalent to basis, except the tension parameter is used to straighten the spline. * ``"monotone"`` : cubic interpolation that preserves monotonicity in y. invalid : Literal['filter', None] Defines how Vega-Lite should handle marks for invalid values ( ``null`` and ``NaN`` ). * If set to ``"filter"`` (default), all data items with null values will be skipped (for line, trail, and area marks) or filtered (for other marks). * If ``null``, all data items are included. In this case, invalid values will be interpreted as zeroes. limit : dict, float, :class:`ExprRef` The maximum length of the text mark in pixels. The text value will be automatically truncated if the rendered size exceeds the limit. **Default value:** ``0`` -- indicating no limit lineBreak : str, dict, :class:`ExprRef` A delimiter, such as a newline character, upon which to break text strings into multiple lines. This property is ignored if the text is array-valued. lineHeight : dict, float, :class:`ExprRef` The line height in pixels (the spacing between subsequent lines of text) for multi-line text marks. opacity : dict, float, :class:`ExprRef` The overall opacity (value between [0,1]). **Default value:** ``0.7`` for non-aggregate plots with ``point``, ``tick``, ``circle``, or ``square`` marks or layered ``bar`` charts and ``1`` otherwise. order : bool, None For line and trail marks, this ``order`` property can be set to ``null`` or ``false`` to make the lines use the original order in the data sources. orient : :class:`Orientation`, Literal['horizontal', 'vertical'] The orientation of a non-stacked bar, tick, area, and line charts. The value is either horizontal (default) or vertical. * For bar, rule and tick, this determines whether the size of the bar and tick should be applied to x or y dimension. * For area, this property determines the orient property of the Vega output. * For line and trail marks, this property determines the sort order of the points in the line if ``config.sortLineBy`` is not specified. For stacked charts, this is always determined by the orientation of the stack; therefore explicitly specified value will be ignored. outerRadius : dict, float, :class:`ExprRef` The outer radius in pixels of arc marks. ``outerRadius`` is an alias for ``radius``. **Default value:** ``0`` padAngle : dict, float, :class:`ExprRef` The angular padding applied to sides of the arc, in radians. point : str, bool, dict, :class:`OverlayMarkDef` A flag for overlaying points on top of line or area marks, or an object defining the properties of the overlayed points. If this property is ``"transparent"``, transparent points will be used (for enhancing tooltips and selections). If this property is an empty object ( ``{}`` ) or ``true``, filled points with default properties will be used. If this property is ``false``, no points would be automatically added to line or area marks. **Default value:** ``false``. radius : dict, float, :class:`ExprRef` For arc mark, the primary (outer) radius in pixels. For text marks, polar coordinate radial offset, in pixels, of the text from the origin determined by the ``x`` and ``y`` properties. **Default value:** ``min(plot_width, plot_height)/2`` radius2 : dict, float, :class:`ExprRef` The secondary (inner) radius in pixels of arc marks. **Default value:** ``0`` shape : str, dict, :class:`ExprRef`, :class:`SymbolShape` Shape of the point marks. Supported values include: * plotting shapes: ``"circle"``, ``"square"``, ``"cross"``, ``"diamond"``, ``"triangle-up"``, ``"triangle-down"``, ``"triangle-right"``, or ``"triangle-left"``. * the line symbol ``"stroke"`` * centered directional shapes ``"arrow"``, ``"wedge"``, or ``"triangle"`` * a custom `SVG path string `__ (For correct sizing, custom shape paths should be defined within a square bounding box with coordinates ranging from -1 to 1 along both the x and y dimensions.) **Default value:** ``"circle"`` size : dict, float, :class:`ExprRef` Default size for marks. * For ``point`` / ``circle`` / ``square``, this represents the pixel area of the marks. Note that this value sets the area of the symbol; the side lengths will increase with the square root of this value. * For ``bar``, this represents the band size of the bar, in pixels. * For ``text``, this represents the font size, in pixels. **Default value:** * ``30`` for point, circle, square marks; width/height's ``step`` * ``2`` for bar marks with discrete dimensions; * ``5`` for bar marks with continuous dimensions; * ``11`` for text marks. smooth : bool, dict, :class:`ExprRef` A boolean flag (default true) indicating if the image should be smoothed when resized. If false, individual pixels should be scaled directly rather than interpolated with smoothing. For SVG rendering, this option may not work in some browsers due to lack of standardization. startAngle : dict, float, :class:`ExprRef` The start angle in radians for arc marks. A value of ``0`` indicates up (north), increasing values proceed clockwise. stroke : str, dict, None, :class:`Color`, :class:`ExprRef`, :class:`Gradient`, :class:`HexColor`, :class:`ColorName`, :class:`LinearGradient`, :class:`RadialGradient`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] Default stroke color. This property has higher precedence than ``config.color``. Set to ``null`` to remove stroke. **Default value:** (None) strokeCap : dict, :class:`ExprRef`, :class:`StrokeCap`, Literal['butt', 'round', 'square'] The stroke cap for line ending style. One of ``"butt"``, ``"round"``, or ``"square"``. **Default value:** ``"butt"`` strokeDash : dict, Sequence[float], :class:`ExprRef` An array of alternating stroke, space lengths for creating dashed or dotted lines. strokeDashOffset : dict, float, :class:`ExprRef` The offset (in pixels) into which to begin drawing with the stroke dash array. strokeJoin : dict, :class:`ExprRef`, :class:`StrokeJoin`, Literal['miter', 'round', 'bevel'] The stroke line join method. One of ``"miter"``, ``"round"`` or ``"bevel"``. **Default value:** ``"miter"`` strokeMiterLimit : dict, float, :class:`ExprRef` The miter limit at which to bevel a line join. strokeOffset : dict, float, :class:`ExprRef` The offset in pixels at which to draw the group stroke and fill. If unspecified, the default behavior is to dynamically offset stroked groups such that 1 pixel stroke widths align with the pixel grid. strokeOpacity : dict, float, :class:`ExprRef` The stroke opacity (value between [0,1]). **Default value:** ``1`` strokeWidth : dict, float, :class:`ExprRef` The stroke width, in pixels. tension : dict, float, :class:`ExprRef` Depending on the interpolation type, sets the tension parameter (for line and area marks). text : str, dict, :class:`Text`, Sequence[str], :class:`ExprRef` Placeholder text if the ``text`` channel is not specified theta : dict, float, :class:`ExprRef` For arc marks, the arc length in radians if theta2 is not specified, otherwise the start arc angle. (A value of 0 indicates up or “north”, increasing values proceed clockwise.) For text marks, polar coordinate angle in radians. theta2 : dict, float, :class:`ExprRef` The end angle of arc marks in radians. A value of 0 indicates up or “north”, increasing values proceed clockwise. timeUnitBandPosition : float Default relative band position for a time unit. If set to ``0``, the marks will be positioned at the beginning of the time unit band step. If set to ``0.5``, the marks will be positioned in the middle of the time unit band step. timeUnitBandSize : float Default relative band size for a time unit. If set to ``1``, the bandwidth of the marks will be equal to the time unit band step. If set to ``0.5``, bandwidth of the marks will be half of the time unit band step. tooltip : str, bool, dict, None, float, :class:`ExprRef`, :class:`TooltipContent` The tooltip text string to show upon mouse hover or an object defining which fields should the tooltip be derived from. * If ``tooltip`` is ``true`` or ``{"content": "encoding"}``, then all fields from ``encoding`` will be used. * If ``tooltip`` is ``{"content": "data"}``, then all fields that appear in the highlighted data point will be used. * If set to ``null`` or ``false``, then no tooltip will be used. See the `tooltip `__ documentation for a detailed discussion about tooltip in Vega-Lite. **Default value:** ``null`` url : str, dict, :class:`URI`, :class:`ExprRef` The URL of the image file for image marks. width : dict, float, :class:`ExprRef` Width of the marks. x : str, dict, float, :class:`ExprRef` X coordinates of the marks, or width of horizontal ``"bar"`` and ``"area"`` without specified ``x2`` or ``width``. The ``value`` of this channel can be a number or a string ``"width"`` for the width of the plot. x2 : str, dict, float, :class:`ExprRef` X2 coordinates for ranged ``"area"``, ``"bar"``, ``"rect"``, and ``"rule"``. The ``value`` of this channel can be a number or a string ``"width"`` for the width of the plot. y : str, dict, float, :class:`ExprRef` Y coordinates of the marks, or height of vertical ``"bar"`` and ``"area"`` without specified ``y2`` or ``height``. The ``value`` of this channel can be a number or a string ``"height"`` for the height of the plot. y2 : str, dict, float, :class:`ExprRef` Y2 coordinates for ranged ``"area"``, ``"bar"``, ``"rect"``, and ``"rule"``. The ``value`` of this channel can be a number or a string ``"height"`` for the height of the plot. """ _schema = {"$ref": "#/definitions/LineConfig"} def __init__( self, align: Union[ dict, "_Parameter", "SchemaBase", Literal["left", "center", "right"], UndefinedType, ] = Undefined, angle: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, aria: Union[bool, dict, "_Parameter", "SchemaBase", UndefinedType] = Undefined, ariaRole: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, ariaRoleDescription: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, aspect: Union[ bool, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, baseline: Union[ str, dict, "_Parameter", "SchemaBase", Literal["top", "middle", "bottom"], UndefinedType, ] = Undefined, blend: Union[ dict, "_Parameter", "SchemaBase", Literal[ None, "multiply", "screen", "overlay", "darken", "lighten", "color-dodge", "color-burn", "hard-light", "soft-light", "difference", "exclusion", "hue", "saturation", "color", "luminosity", ], UndefinedType, ] = Undefined, color: Union[ str, dict, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, cornerRadius: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, cornerRadiusBottomLeft: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, cornerRadiusBottomRight: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, cornerRadiusTopLeft: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, cornerRadiusTopRight: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, cursor: Union[ dict, "_Parameter", "SchemaBase", Literal[ "auto", "default", "none", "context-menu", "help", "pointer", "progress", "wait", "cell", "crosshair", "text", "vertical-text", "alias", "copy", "move", "no-drop", "not-allowed", "e-resize", "n-resize", "ne-resize", "nw-resize", "s-resize", "se-resize", "sw-resize", "w-resize", "ew-resize", "ns-resize", "nesw-resize", "nwse-resize", "col-resize", "row-resize", "all-scroll", "zoom-in", "zoom-out", "grab", "grabbing", ], UndefinedType, ] = Undefined, description: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, dir: Union[ dict, "_Parameter", "SchemaBase", Literal["ltr", "rtl"], UndefinedType ] = Undefined, dx: Union[dict, float, "_Parameter", "SchemaBase", UndefinedType] = Undefined, dy: Union[dict, float, "_Parameter", "SchemaBase", UndefinedType] = Undefined, ellipsis: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, endAngle: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, fill: Union[ str, dict, None, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, fillOpacity: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, filled: Union[bool, UndefinedType] = Undefined, font: Union[str, dict, "_Parameter", "SchemaBase", UndefinedType] = Undefined, fontSize: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, fontStyle: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, fontWeight: Union[ dict, "_Parameter", "SchemaBase", Literal[ "normal", "bold", "lighter", "bolder", 100, 200, 300, 400, 500, 600, 700, 800, 900, ], UndefinedType, ] = Undefined, height: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, href: Union[str, dict, "_Parameter", "SchemaBase", UndefinedType] = Undefined, innerRadius: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, interpolate: Union[ dict, "_Parameter", "SchemaBase", Literal[ "basis", "basis-open", "basis-closed", "bundle", "cardinal", "cardinal-open", "cardinal-closed", "catmull-rom", "linear", "linear-closed", "monotone", "natural", "step", "step-before", "step-after", ], UndefinedType, ] = Undefined, invalid: Union[Literal["filter", None], UndefinedType] = Undefined, limit: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, lineBreak: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, lineHeight: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, opacity: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, order: Union[bool, None, UndefinedType] = Undefined, orient: Union[ "SchemaBase", Literal["horizontal", "vertical"], UndefinedType ] = Undefined, outerRadius: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, padAngle: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, point: Union[str, bool, dict, "SchemaBase", UndefinedType] = Undefined, radius: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, radius2: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, shape: Union[str, dict, "_Parameter", "SchemaBase", UndefinedType] = Undefined, size: Union[dict, float, "_Parameter", "SchemaBase", UndefinedType] = Undefined, smooth: Union[ bool, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, startAngle: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, stroke: Union[ str, dict, None, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, strokeCap: Union[ dict, "_Parameter", "SchemaBase", Literal["butt", "round", "square"], UndefinedType, ] = Undefined, strokeDash: Union[ dict, "_Parameter", "SchemaBase", Sequence[float], UndefinedType ] = Undefined, strokeDashOffset: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, strokeJoin: Union[ dict, "_Parameter", "SchemaBase", Literal["miter", "round", "bevel"], UndefinedType, ] = Undefined, strokeMiterLimit: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, strokeOffset: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, strokeOpacity: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, strokeWidth: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, tension: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, text: Union[ str, dict, "_Parameter", "SchemaBase", Sequence[str], UndefinedType ] = Undefined, theta: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, theta2: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, timeUnitBandPosition: Union[float, UndefinedType] = Undefined, timeUnitBandSize: Union[float, UndefinedType] = Undefined, tooltip: Union[ str, bool, dict, None, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, url: Union[str, dict, "_Parameter", "SchemaBase", UndefinedType] = Undefined, width: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, x: Union[ str, dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, x2: Union[ str, dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, y: Union[ str, dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, y2: Union[ str, dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, **kwds, ): super(LineConfig, self).__init__( align=align, angle=angle, aria=aria, ariaRole=ariaRole, ariaRoleDescription=ariaRoleDescription, aspect=aspect, baseline=baseline, blend=blend, color=color, cornerRadius=cornerRadius, cornerRadiusBottomLeft=cornerRadiusBottomLeft, cornerRadiusBottomRight=cornerRadiusBottomRight, cornerRadiusTopLeft=cornerRadiusTopLeft, cornerRadiusTopRight=cornerRadiusTopRight, cursor=cursor, description=description, dir=dir, dx=dx, dy=dy, ellipsis=ellipsis, endAngle=endAngle, fill=fill, fillOpacity=fillOpacity, filled=filled, font=font, fontSize=fontSize, fontStyle=fontStyle, fontWeight=fontWeight, height=height, href=href, innerRadius=innerRadius, interpolate=interpolate, invalid=invalid, limit=limit, lineBreak=lineBreak, lineHeight=lineHeight, opacity=opacity, order=order, orient=orient, outerRadius=outerRadius, padAngle=padAngle, point=point, radius=radius, radius2=radius2, shape=shape, size=size, smooth=smooth, startAngle=startAngle, stroke=stroke, strokeCap=strokeCap, strokeDash=strokeDash, strokeDashOffset=strokeDashOffset, strokeJoin=strokeJoin, strokeMiterLimit=strokeMiterLimit, strokeOffset=strokeOffset, strokeOpacity=strokeOpacity, strokeWidth=strokeWidth, tension=tension, text=text, theta=theta, theta2=theta2, timeUnitBandPosition=timeUnitBandPosition, timeUnitBandSize=timeUnitBandSize, tooltip=tooltip, url=url, width=width, x=x, x2=x2, y=y, y2=y2, **kwds, ) class LineString(Geometry): """LineString schema wrapper LineString geometry object. https://tools.ietf.org/html/rfc7946#section-3.1.4 Parameters ---------- coordinates : Sequence[Sequence[float], :class:`Position`] type : str Specifies the type of GeoJSON object. bbox : :class:`BBox`, Sequence[float] Bounding box of the coordinate range of the object's Geometries, Features, or Feature Collections. https://tools.ietf.org/html/rfc7946#section-5 """ _schema = {"$ref": "#/definitions/LineString"} def __init__( self, coordinates: Union[ Sequence[Union["SchemaBase", Sequence[float]]], UndefinedType ] = Undefined, type: Union[str, UndefinedType] = Undefined, bbox: Union["SchemaBase", Sequence[float], UndefinedType] = Undefined, **kwds, ): super(LineString, self).__init__( coordinates=coordinates, type=type, bbox=bbox, **kwds ) class LinearGradient(Gradient): """LinearGradient schema wrapper Parameters ---------- gradient : str The type of gradient. Use ``"linear"`` for a linear gradient. stops : Sequence[dict, :class:`GradientStop`] An array of gradient stops defining the gradient color sequence. id : str x1 : float The starting x-coordinate, in normalized [0, 1] coordinates, of the linear gradient. **Default value:** ``0`` x2 : float The ending x-coordinate, in normalized [0, 1] coordinates, of the linear gradient. **Default value:** ``1`` y1 : float The starting y-coordinate, in normalized [0, 1] coordinates, of the linear gradient. **Default value:** ``0`` y2 : float The ending y-coordinate, in normalized [0, 1] coordinates, of the linear gradient. **Default value:** ``0`` """ _schema = {"$ref": "#/definitions/LinearGradient"} def __init__( self, gradient: Union[str, UndefinedType] = Undefined, stops: Union[Sequence[Union[dict, "SchemaBase"]], UndefinedType] = Undefined, id: Union[str, UndefinedType] = Undefined, x1: Union[float, UndefinedType] = Undefined, x2: Union[float, UndefinedType] = Undefined, y1: Union[float, UndefinedType] = Undefined, y2: Union[float, UndefinedType] = Undefined, **kwds, ): super(LinearGradient, self).__init__( gradient=gradient, stops=stops, id=id, x1=x1, x2=x2, y1=y1, y2=y2, **kwds ) class Locale(VegaLiteSchema): """Locale schema wrapper Parameters ---------- number : dict, :class:`NumberLocale` Locale definition for formatting numbers. time : dict, :class:`TimeLocale` Locale definition for formatting dates and times. """ _schema = {"$ref": "#/definitions/Locale"} def __init__( self, number: Union[dict, "SchemaBase", UndefinedType] = Undefined, time: Union[dict, "SchemaBase", UndefinedType] = Undefined, **kwds, ): super(Locale, self).__init__(number=number, time=time, **kwds) class LookupData(VegaLiteSchema): """LookupData schema wrapper Parameters ---------- data : dict, :class:`Data`, :class:`UrlData`, :class:`Generator`, :class:`NamedData`, :class:`DataSource`, :class:`InlineData`, :class:`SphereGenerator`, :class:`SequenceGenerator`, :class:`GraticuleGenerator` Secondary data source to lookup in. key : str, :class:`FieldName` Key in data to lookup. fields : Sequence[str, :class:`FieldName`] Fields in foreign data or selection to lookup. If not specified, the entire object is queried. """ _schema = {"$ref": "#/definitions/LookupData"} def __init__( self, data: Union[dict, "SchemaBase", UndefinedType] = Undefined, key: Union[str, "SchemaBase", UndefinedType] = Undefined, fields: Union[Sequence[Union[str, "SchemaBase"]], UndefinedType] = Undefined, **kwds, ): super(LookupData, self).__init__(data=data, key=key, fields=fields, **kwds) class LookupSelection(VegaLiteSchema): """LookupSelection schema wrapper Parameters ---------- key : str, :class:`FieldName` Key in data to lookup. param : str, :class:`ParameterName` Selection parameter name to look up. fields : Sequence[str, :class:`FieldName`] Fields in foreign data or selection to lookup. If not specified, the entire object is queried. """ _schema = {"$ref": "#/definitions/LookupSelection"} def __init__( self, key: Union[str, "SchemaBase", UndefinedType] = Undefined, param: Union[str, "SchemaBase", UndefinedType] = Undefined, fields: Union[Sequence[Union[str, "SchemaBase"]], UndefinedType] = Undefined, **kwds, ): super(LookupSelection, self).__init__( key=key, param=param, fields=fields, **kwds ) class Mark(AnyMark): """Mark schema wrapper All types of primitive marks. """ _schema = {"$ref": "#/definitions/Mark"} def __init__(self, *args): super(Mark, self).__init__(*args) class MarkConfig(AnyMarkConfig): """MarkConfig schema wrapper Parameters ---------- align : dict, :class:`Align`, :class:`ExprRef`, Literal['left', 'center', 'right'] The horizontal alignment of the text or ranged marks (area, bar, image, rect, rule). One of ``"left"``, ``"right"``, ``"center"``. **Note:** Expression reference is *not* supported for range marks. angle : dict, float, :class:`ExprRef` The rotation angle of the text, in degrees. aria : bool, dict, :class:`ExprRef` A boolean flag indicating if `ARIA attributes `__ should be included (SVG output only). If ``false``, the "aria-hidden" attribute will be set on the output SVG element, removing the mark item from the ARIA accessibility tree. ariaRole : str, dict, :class:`ExprRef` Sets the type of user interface element of the mark item for `ARIA accessibility `__ (SVG output only). If specified, this property determines the "role" attribute. Warning: this property is experimental and may be changed in the future. ariaRoleDescription : str, dict, :class:`ExprRef` A human-readable, author-localized description for the role of the mark item for `ARIA accessibility `__ (SVG output only). If specified, this property determines the "aria-roledescription" attribute. Warning: this property is experimental and may be changed in the future. aspect : bool, dict, :class:`ExprRef` Whether to keep aspect ratio of image marks. baseline : str, dict, :class:`ExprRef`, :class:`Baseline`, :class:`TextBaseline`, Literal['top', 'middle', 'bottom'] For text marks, the vertical text baseline. One of ``"alphabetic"`` (default), ``"top"``, ``"middle"``, ``"bottom"``, ``"line-top"``, ``"line-bottom"``, or an expression reference that provides one of the valid values. The ``"line-top"`` and ``"line-bottom"`` values operate similarly to ``"top"`` and ``"bottom"``, but are calculated relative to the ``lineHeight`` rather than ``fontSize`` alone. For range marks, the vertical alignment of the marks. One of ``"top"``, ``"middle"``, ``"bottom"``. **Note:** Expression reference is *not* supported for range marks. blend : dict, :class:`Blend`, :class:`ExprRef`, Literal[None, 'multiply', 'screen', 'overlay', 'darken', 'lighten', 'color-dodge', 'color-burn', 'hard-light', 'soft-light', 'difference', 'exclusion', 'hue', 'saturation', 'color', 'luminosity'] The color blend mode for drawing an item on its current background. Any valid `CSS mix-blend-mode `__ value can be used. __Default value:__ ``"source-over"`` color : str, dict, :class:`Color`, :class:`ExprRef`, :class:`Gradient`, :class:`HexColor`, :class:`ColorName`, :class:`LinearGradient`, :class:`RadialGradient`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] Default color. **Default value:** :raw-html:`■` ``"#4682b4"`` **Note:** * This property cannot be used in a `style config `__. * The ``fill`` and ``stroke`` properties have higher precedence than ``color`` and will override ``color``. cornerRadius : dict, float, :class:`ExprRef` The radius in pixels of rounded rectangles or arcs' corners. **Default value:** ``0`` cornerRadiusBottomLeft : dict, float, :class:`ExprRef` The radius in pixels of rounded rectangles' bottom left corner. **Default value:** ``0`` cornerRadiusBottomRight : dict, float, :class:`ExprRef` The radius in pixels of rounded rectangles' bottom right corner. **Default value:** ``0`` cornerRadiusTopLeft : dict, float, :class:`ExprRef` The radius in pixels of rounded rectangles' top right corner. **Default value:** ``0`` cornerRadiusTopRight : dict, float, :class:`ExprRef` The radius in pixels of rounded rectangles' top left corner. **Default value:** ``0`` cursor : dict, :class:`Cursor`, :class:`ExprRef`, Literal['auto', 'default', 'none', 'context-menu', 'help', 'pointer', 'progress', 'wait', 'cell', 'crosshair', 'text', 'vertical-text', 'alias', 'copy', 'move', 'no-drop', 'not-allowed', 'e-resize', 'n-resize', 'ne-resize', 'nw-resize', 's-resize', 'se-resize', 'sw-resize', 'w-resize', 'ew-resize', 'ns-resize', 'nesw-resize', 'nwse-resize', 'col-resize', 'row-resize', 'all-scroll', 'zoom-in', 'zoom-out', 'grab', 'grabbing'] The mouse cursor used over the mark. Any valid `CSS cursor type `__ can be used. description : str, dict, :class:`ExprRef` A text description of the mark item for `ARIA accessibility `__ (SVG output only). If specified, this property determines the `"aria-label" attribute `__. dir : dict, :class:`ExprRef`, Literal['ltr', 'rtl'], :class:`TextDirection` The direction of the text. One of ``"ltr"`` (left-to-right) or ``"rtl"`` (right-to-left). This property determines on which side is truncated in response to the limit parameter. **Default value:** ``"ltr"`` dx : dict, float, :class:`ExprRef` The horizontal offset, in pixels, between the text label and its anchor point. The offset is applied after rotation by the *angle* property. dy : dict, float, :class:`ExprRef` The vertical offset, in pixels, between the text label and its anchor point. The offset is applied after rotation by the *angle* property. ellipsis : str, dict, :class:`ExprRef` The ellipsis string for text truncated in response to the limit parameter. **Default value:** ``"…"`` endAngle : dict, float, :class:`ExprRef` The end angle in radians for arc marks. A value of ``0`` indicates up (north), increasing values proceed clockwise. fill : str, dict, None, :class:`Color`, :class:`ExprRef`, :class:`Gradient`, :class:`HexColor`, :class:`ColorName`, :class:`LinearGradient`, :class:`RadialGradient`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] Default fill color. This property has higher precedence than ``config.color``. Set to ``null`` to remove fill. **Default value:** (None) fillOpacity : dict, float, :class:`ExprRef` The fill opacity (value between [0,1]). **Default value:** ``1`` filled : bool Whether the mark's color should be used as fill color instead of stroke color. **Default value:** ``false`` for all ``point``, ``line``, and ``rule`` marks as well as ``geoshape`` marks for `graticule `__ data sources; otherwise, ``true``. **Note:** This property cannot be used in a `style config `__. font : str, dict, :class:`ExprRef` The typeface to set the text in (e.g., ``"Helvetica Neue"`` ). fontSize : dict, float, :class:`ExprRef` The font size, in pixels. **Default value:** ``11`` fontStyle : str, dict, :class:`ExprRef`, :class:`FontStyle` The font style (e.g., ``"italic"`` ). fontWeight : dict, :class:`ExprRef`, :class:`FontWeight`, Literal['normal', 'bold', 'lighter', 'bolder', 100, 200, 300, 400, 500, 600, 700, 800, 900] The font weight. This can be either a string (e.g ``"bold"``, ``"normal"`` ) or a number ( ``100``, ``200``, ``300``, ..., ``900`` where ``"normal"`` = ``400`` and ``"bold"`` = ``700`` ). height : dict, float, :class:`ExprRef` Height of the marks. href : str, dict, :class:`URI`, :class:`ExprRef` A URL to load upon mouse click. If defined, the mark acts as a hyperlink. innerRadius : dict, float, :class:`ExprRef` The inner radius in pixels of arc marks. ``innerRadius`` is an alias for ``radius2``. **Default value:** ``0`` interpolate : dict, :class:`ExprRef`, :class:`Interpolate`, Literal['basis', 'basis-open', 'basis-closed', 'bundle', 'cardinal', 'cardinal-open', 'cardinal-closed', 'catmull-rom', 'linear', 'linear-closed', 'monotone', 'natural', 'step', 'step-before', 'step-after'] The line interpolation method to use for line and area marks. One of the following: * ``"linear"`` : piecewise linear segments, as in a polyline. * ``"linear-closed"`` : close the linear segments to form a polygon. * ``"step"`` : alternate between horizontal and vertical segments, as in a step function. * ``"step-before"`` : alternate between vertical and horizontal segments, as in a step function. * ``"step-after"`` : alternate between horizontal and vertical segments, as in a step function. * ``"basis"`` : a B-spline, with control point duplication on the ends. * ``"basis-open"`` : an open B-spline; may not intersect the start or end. * ``"basis-closed"`` : a closed B-spline, as in a loop. * ``"cardinal"`` : a Cardinal spline, with control point duplication on the ends. * ``"cardinal-open"`` : an open Cardinal spline; may not intersect the start or end, but will intersect other control points. * ``"cardinal-closed"`` : a closed Cardinal spline, as in a loop. * ``"bundle"`` : equivalent to basis, except the tension parameter is used to straighten the spline. * ``"monotone"`` : cubic interpolation that preserves monotonicity in y. invalid : Literal['filter', None] Defines how Vega-Lite should handle marks for invalid values ( ``null`` and ``NaN`` ). * If set to ``"filter"`` (default), all data items with null values will be skipped (for line, trail, and area marks) or filtered (for other marks). * If ``null``, all data items are included. In this case, invalid values will be interpreted as zeroes. limit : dict, float, :class:`ExprRef` The maximum length of the text mark in pixels. The text value will be automatically truncated if the rendered size exceeds the limit. **Default value:** ``0`` -- indicating no limit lineBreak : str, dict, :class:`ExprRef` A delimiter, such as a newline character, upon which to break text strings into multiple lines. This property is ignored if the text is array-valued. lineHeight : dict, float, :class:`ExprRef` The line height in pixels (the spacing between subsequent lines of text) for multi-line text marks. opacity : dict, float, :class:`ExprRef` The overall opacity (value between [0,1]). **Default value:** ``0.7`` for non-aggregate plots with ``point``, ``tick``, ``circle``, or ``square`` marks or layered ``bar`` charts and ``1`` otherwise. order : bool, None For line and trail marks, this ``order`` property can be set to ``null`` or ``false`` to make the lines use the original order in the data sources. orient : :class:`Orientation`, Literal['horizontal', 'vertical'] The orientation of a non-stacked bar, tick, area, and line charts. The value is either horizontal (default) or vertical. * For bar, rule and tick, this determines whether the size of the bar and tick should be applied to x or y dimension. * For area, this property determines the orient property of the Vega output. * For line and trail marks, this property determines the sort order of the points in the line if ``config.sortLineBy`` is not specified. For stacked charts, this is always determined by the orientation of the stack; therefore explicitly specified value will be ignored. outerRadius : dict, float, :class:`ExprRef` The outer radius in pixels of arc marks. ``outerRadius`` is an alias for ``radius``. **Default value:** ``0`` padAngle : dict, float, :class:`ExprRef` The angular padding applied to sides of the arc, in radians. radius : dict, float, :class:`ExprRef` For arc mark, the primary (outer) radius in pixels. For text marks, polar coordinate radial offset, in pixels, of the text from the origin determined by the ``x`` and ``y`` properties. **Default value:** ``min(plot_width, plot_height)/2`` radius2 : dict, float, :class:`ExprRef` The secondary (inner) radius in pixels of arc marks. **Default value:** ``0`` shape : str, dict, :class:`ExprRef`, :class:`SymbolShape` Shape of the point marks. Supported values include: * plotting shapes: ``"circle"``, ``"square"``, ``"cross"``, ``"diamond"``, ``"triangle-up"``, ``"triangle-down"``, ``"triangle-right"``, or ``"triangle-left"``. * the line symbol ``"stroke"`` * centered directional shapes ``"arrow"``, ``"wedge"``, or ``"triangle"`` * a custom `SVG path string `__ (For correct sizing, custom shape paths should be defined within a square bounding box with coordinates ranging from -1 to 1 along both the x and y dimensions.) **Default value:** ``"circle"`` size : dict, float, :class:`ExprRef` Default size for marks. * For ``point`` / ``circle`` / ``square``, this represents the pixel area of the marks. Note that this value sets the area of the symbol; the side lengths will increase with the square root of this value. * For ``bar``, this represents the band size of the bar, in pixels. * For ``text``, this represents the font size, in pixels. **Default value:** * ``30`` for point, circle, square marks; width/height's ``step`` * ``2`` for bar marks with discrete dimensions; * ``5`` for bar marks with continuous dimensions; * ``11`` for text marks. smooth : bool, dict, :class:`ExprRef` A boolean flag (default true) indicating if the image should be smoothed when resized. If false, individual pixels should be scaled directly rather than interpolated with smoothing. For SVG rendering, this option may not work in some browsers due to lack of standardization. startAngle : dict, float, :class:`ExprRef` The start angle in radians for arc marks. A value of ``0`` indicates up (north), increasing values proceed clockwise. stroke : str, dict, None, :class:`Color`, :class:`ExprRef`, :class:`Gradient`, :class:`HexColor`, :class:`ColorName`, :class:`LinearGradient`, :class:`RadialGradient`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] Default stroke color. This property has higher precedence than ``config.color``. Set to ``null`` to remove stroke. **Default value:** (None) strokeCap : dict, :class:`ExprRef`, :class:`StrokeCap`, Literal['butt', 'round', 'square'] The stroke cap for line ending style. One of ``"butt"``, ``"round"``, or ``"square"``. **Default value:** ``"butt"`` strokeDash : dict, Sequence[float], :class:`ExprRef` An array of alternating stroke, space lengths for creating dashed or dotted lines. strokeDashOffset : dict, float, :class:`ExprRef` The offset (in pixels) into which to begin drawing with the stroke dash array. strokeJoin : dict, :class:`ExprRef`, :class:`StrokeJoin`, Literal['miter', 'round', 'bevel'] The stroke line join method. One of ``"miter"``, ``"round"`` or ``"bevel"``. **Default value:** ``"miter"`` strokeMiterLimit : dict, float, :class:`ExprRef` The miter limit at which to bevel a line join. strokeOffset : dict, float, :class:`ExprRef` The offset in pixels at which to draw the group stroke and fill. If unspecified, the default behavior is to dynamically offset stroked groups such that 1 pixel stroke widths align with the pixel grid. strokeOpacity : dict, float, :class:`ExprRef` The stroke opacity (value between [0,1]). **Default value:** ``1`` strokeWidth : dict, float, :class:`ExprRef` The stroke width, in pixels. tension : dict, float, :class:`ExprRef` Depending on the interpolation type, sets the tension parameter (for line and area marks). text : str, dict, :class:`Text`, Sequence[str], :class:`ExprRef` Placeholder text if the ``text`` channel is not specified theta : dict, float, :class:`ExprRef` For arc marks, the arc length in radians if theta2 is not specified, otherwise the start arc angle. (A value of 0 indicates up or “north”, increasing values proceed clockwise.) For text marks, polar coordinate angle in radians. theta2 : dict, float, :class:`ExprRef` The end angle of arc marks in radians. A value of 0 indicates up or “north”, increasing values proceed clockwise. timeUnitBandPosition : float Default relative band position for a time unit. If set to ``0``, the marks will be positioned at the beginning of the time unit band step. If set to ``0.5``, the marks will be positioned in the middle of the time unit band step. timeUnitBandSize : float Default relative band size for a time unit. If set to ``1``, the bandwidth of the marks will be equal to the time unit band step. If set to ``0.5``, bandwidth of the marks will be half of the time unit band step. tooltip : str, bool, dict, None, float, :class:`ExprRef`, :class:`TooltipContent` The tooltip text string to show upon mouse hover or an object defining which fields should the tooltip be derived from. * If ``tooltip`` is ``true`` or ``{"content": "encoding"}``, then all fields from ``encoding`` will be used. * If ``tooltip`` is ``{"content": "data"}``, then all fields that appear in the highlighted data point will be used. * If set to ``null`` or ``false``, then no tooltip will be used. See the `tooltip `__ documentation for a detailed discussion about tooltip in Vega-Lite. **Default value:** ``null`` url : str, dict, :class:`URI`, :class:`ExprRef` The URL of the image file for image marks. width : dict, float, :class:`ExprRef` Width of the marks. x : str, dict, float, :class:`ExprRef` X coordinates of the marks, or width of horizontal ``"bar"`` and ``"area"`` without specified ``x2`` or ``width``. The ``value`` of this channel can be a number or a string ``"width"`` for the width of the plot. x2 : str, dict, float, :class:`ExprRef` X2 coordinates for ranged ``"area"``, ``"bar"``, ``"rect"``, and ``"rule"``. The ``value`` of this channel can be a number or a string ``"width"`` for the width of the plot. y : str, dict, float, :class:`ExprRef` Y coordinates of the marks, or height of vertical ``"bar"`` and ``"area"`` without specified ``y2`` or ``height``. The ``value`` of this channel can be a number or a string ``"height"`` for the height of the plot. y2 : str, dict, float, :class:`ExprRef` Y2 coordinates for ranged ``"area"``, ``"bar"``, ``"rect"``, and ``"rule"``. The ``value`` of this channel can be a number or a string ``"height"`` for the height of the plot. """ _schema = {"$ref": "#/definitions/MarkConfig"} def __init__( self, align: Union[ dict, "_Parameter", "SchemaBase", Literal["left", "center", "right"], UndefinedType, ] = Undefined, angle: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, aria: Union[bool, dict, "_Parameter", "SchemaBase", UndefinedType] = Undefined, ariaRole: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, ariaRoleDescription: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, aspect: Union[ bool, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, baseline: Union[ str, dict, "_Parameter", "SchemaBase", Literal["top", "middle", "bottom"], UndefinedType, ] = Undefined, blend: Union[ dict, "_Parameter", "SchemaBase", Literal[ None, "multiply", "screen", "overlay", "darken", "lighten", "color-dodge", "color-burn", "hard-light", "soft-light", "difference", "exclusion", "hue", "saturation", "color", "luminosity", ], UndefinedType, ] = Undefined, color: Union[ str, dict, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, cornerRadius: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, cornerRadiusBottomLeft: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, cornerRadiusBottomRight: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, cornerRadiusTopLeft: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, cornerRadiusTopRight: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, cursor: Union[ dict, "_Parameter", "SchemaBase", Literal[ "auto", "default", "none", "context-menu", "help", "pointer", "progress", "wait", "cell", "crosshair", "text", "vertical-text", "alias", "copy", "move", "no-drop", "not-allowed", "e-resize", "n-resize", "ne-resize", "nw-resize", "s-resize", "se-resize", "sw-resize", "w-resize", "ew-resize", "ns-resize", "nesw-resize", "nwse-resize", "col-resize", "row-resize", "all-scroll", "zoom-in", "zoom-out", "grab", "grabbing", ], UndefinedType, ] = Undefined, description: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, dir: Union[ dict, "_Parameter", "SchemaBase", Literal["ltr", "rtl"], UndefinedType ] = Undefined, dx: Union[dict, float, "_Parameter", "SchemaBase", UndefinedType] = Undefined, dy: Union[dict, float, "_Parameter", "SchemaBase", UndefinedType] = Undefined, ellipsis: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, endAngle: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, fill: Union[ str, dict, None, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, fillOpacity: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, filled: Union[bool, UndefinedType] = Undefined, font: Union[str, dict, "_Parameter", "SchemaBase", UndefinedType] = Undefined, fontSize: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, fontStyle: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, fontWeight: Union[ dict, "_Parameter", "SchemaBase", Literal[ "normal", "bold", "lighter", "bolder", 100, 200, 300, 400, 500, 600, 700, 800, 900, ], UndefinedType, ] = Undefined, height: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, href: Union[str, dict, "_Parameter", "SchemaBase", UndefinedType] = Undefined, innerRadius: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, interpolate: Union[ dict, "_Parameter", "SchemaBase", Literal[ "basis", "basis-open", "basis-closed", "bundle", "cardinal", "cardinal-open", "cardinal-closed", "catmull-rom", "linear", "linear-closed", "monotone", "natural", "step", "step-before", "step-after", ], UndefinedType, ] = Undefined, invalid: Union[Literal["filter", None], UndefinedType] = Undefined, limit: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, lineBreak: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, lineHeight: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, opacity: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, order: Union[bool, None, UndefinedType] = Undefined, orient: Union[ "SchemaBase", Literal["horizontal", "vertical"], UndefinedType ] = Undefined, outerRadius: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, padAngle: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, radius: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, radius2: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, shape: Union[str, dict, "_Parameter", "SchemaBase", UndefinedType] = Undefined, size: Union[dict, float, "_Parameter", "SchemaBase", UndefinedType] = Undefined, smooth: Union[ bool, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, startAngle: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, stroke: Union[ str, dict, None, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, strokeCap: Union[ dict, "_Parameter", "SchemaBase", Literal["butt", "round", "square"], UndefinedType, ] = Undefined, strokeDash: Union[ dict, "_Parameter", "SchemaBase", Sequence[float], UndefinedType ] = Undefined, strokeDashOffset: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, strokeJoin: Union[ dict, "_Parameter", "SchemaBase", Literal["miter", "round", "bevel"], UndefinedType, ] = Undefined, strokeMiterLimit: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, strokeOffset: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, strokeOpacity: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, strokeWidth: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, tension: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, text: Union[ str, dict, "_Parameter", "SchemaBase", Sequence[str], UndefinedType ] = Undefined, theta: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, theta2: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, timeUnitBandPosition: Union[float, UndefinedType] = Undefined, timeUnitBandSize: Union[float, UndefinedType] = Undefined, tooltip: Union[ str, bool, dict, None, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, url: Union[str, dict, "_Parameter", "SchemaBase", UndefinedType] = Undefined, width: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, x: Union[ str, dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, x2: Union[ str, dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, y: Union[ str, dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, y2: Union[ str, dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, **kwds, ): super(MarkConfig, self).__init__( align=align, angle=angle, aria=aria, ariaRole=ariaRole, ariaRoleDescription=ariaRoleDescription, aspect=aspect, baseline=baseline, blend=blend, color=color, cornerRadius=cornerRadius, cornerRadiusBottomLeft=cornerRadiusBottomLeft, cornerRadiusBottomRight=cornerRadiusBottomRight, cornerRadiusTopLeft=cornerRadiusTopLeft, cornerRadiusTopRight=cornerRadiusTopRight, cursor=cursor, description=description, dir=dir, dx=dx, dy=dy, ellipsis=ellipsis, endAngle=endAngle, fill=fill, fillOpacity=fillOpacity, filled=filled, font=font, fontSize=fontSize, fontStyle=fontStyle, fontWeight=fontWeight, height=height, href=href, innerRadius=innerRadius, interpolate=interpolate, invalid=invalid, limit=limit, lineBreak=lineBreak, lineHeight=lineHeight, opacity=opacity, order=order, orient=orient, outerRadius=outerRadius, padAngle=padAngle, radius=radius, radius2=radius2, shape=shape, size=size, smooth=smooth, startAngle=startAngle, stroke=stroke, strokeCap=strokeCap, strokeDash=strokeDash, strokeDashOffset=strokeDashOffset, strokeJoin=strokeJoin, strokeMiterLimit=strokeMiterLimit, strokeOffset=strokeOffset, strokeOpacity=strokeOpacity, strokeWidth=strokeWidth, tension=tension, text=text, theta=theta, theta2=theta2, timeUnitBandPosition=timeUnitBandPosition, timeUnitBandSize=timeUnitBandSize, tooltip=tooltip, url=url, width=width, x=x, x2=x2, y=y, y2=y2, **kwds, ) class MarkDef(AnyMark): """MarkDef schema wrapper Parameters ---------- type : :class:`Mark`, Literal['arc', 'area', 'bar', 'image', 'line', 'point', 'rect', 'rule', 'text', 'tick', 'trail', 'circle', 'square', 'geoshape'] The mark type. This could a primitive mark type (one of ``"bar"``, ``"circle"``, ``"square"``, ``"tick"``, ``"line"``, ``"area"``, ``"point"``, ``"geoshape"``, ``"rule"``, and ``"text"`` ) or a composite mark type ( ``"boxplot"``, ``"errorband"``, ``"errorbar"`` ). align : dict, :class:`Align`, :class:`ExprRef`, Literal['left', 'center', 'right'] The horizontal alignment of the text or ranged marks (area, bar, image, rect, rule). One of ``"left"``, ``"right"``, ``"center"``. **Note:** Expression reference is *not* supported for range marks. angle : dict, float, :class:`ExprRef` The rotation angle of the text, in degrees. aria : bool, dict, :class:`ExprRef` A boolean flag indicating if `ARIA attributes `__ should be included (SVG output only). If ``false``, the "aria-hidden" attribute will be set on the output SVG element, removing the mark item from the ARIA accessibility tree. ariaRole : str, dict, :class:`ExprRef` Sets the type of user interface element of the mark item for `ARIA accessibility `__ (SVG output only). If specified, this property determines the "role" attribute. Warning: this property is experimental and may be changed in the future. ariaRoleDescription : str, dict, :class:`ExprRef` A human-readable, author-localized description for the role of the mark item for `ARIA accessibility `__ (SVG output only). If specified, this property determines the "aria-roledescription" attribute. Warning: this property is experimental and may be changed in the future. aspect : bool, dict, :class:`ExprRef` Whether to keep aspect ratio of image marks. bandSize : float The width of the ticks. **Default value:** 3/4 of step (width step for horizontal ticks and height step for vertical ticks). baseline : str, dict, :class:`ExprRef`, :class:`Baseline`, :class:`TextBaseline`, Literal['top', 'middle', 'bottom'] For text marks, the vertical text baseline. One of ``"alphabetic"`` (default), ``"top"``, ``"middle"``, ``"bottom"``, ``"line-top"``, ``"line-bottom"``, or an expression reference that provides one of the valid values. The ``"line-top"`` and ``"line-bottom"`` values operate similarly to ``"top"`` and ``"bottom"``, but are calculated relative to the ``lineHeight`` rather than ``fontSize`` alone. For range marks, the vertical alignment of the marks. One of ``"top"``, ``"middle"``, ``"bottom"``. **Note:** Expression reference is *not* supported for range marks. binSpacing : float Offset between bars for binned field. The ideal value for this is either 0 (preferred by statisticians) or 1 (Vega-Lite default, D3 example style). **Default value:** ``1`` blend : dict, :class:`Blend`, :class:`ExprRef`, Literal[None, 'multiply', 'screen', 'overlay', 'darken', 'lighten', 'color-dodge', 'color-burn', 'hard-light', 'soft-light', 'difference', 'exclusion', 'hue', 'saturation', 'color', 'luminosity'] The color blend mode for drawing an item on its current background. Any valid `CSS mix-blend-mode `__ value can be used. __Default value:__ ``"source-over"`` clip : bool, dict, :class:`ExprRef` Whether a mark be clipped to the enclosing group’s width and height. color : str, dict, :class:`Color`, :class:`ExprRef`, :class:`Gradient`, :class:`HexColor`, :class:`ColorName`, :class:`LinearGradient`, :class:`RadialGradient`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] Default color. **Default value:** :raw-html:`■` ``"#4682b4"`` **Note:** * This property cannot be used in a `style config `__. * The ``fill`` and ``stroke`` properties have higher precedence than ``color`` and will override ``color``. continuousBandSize : float The default size of the bars on continuous scales. **Default value:** ``5`` cornerRadius : dict, float, :class:`ExprRef` The radius in pixels of rounded rectangles or arcs' corners. **Default value:** ``0`` cornerRadiusBottomLeft : dict, float, :class:`ExprRef` The radius in pixels of rounded rectangles' bottom left corner. **Default value:** ``0`` cornerRadiusBottomRight : dict, float, :class:`ExprRef` The radius in pixels of rounded rectangles' bottom right corner. **Default value:** ``0`` cornerRadiusEnd : dict, float, :class:`ExprRef` For vertical bars, top-left and top-right corner radius. For horizontal bars, top-right and bottom-right corner radius. cornerRadiusTopLeft : dict, float, :class:`ExprRef` The radius in pixels of rounded rectangles' top right corner. **Default value:** ``0`` cornerRadiusTopRight : dict, float, :class:`ExprRef` The radius in pixels of rounded rectangles' top left corner. **Default value:** ``0`` cursor : dict, :class:`Cursor`, :class:`ExprRef`, Literal['auto', 'default', 'none', 'context-menu', 'help', 'pointer', 'progress', 'wait', 'cell', 'crosshair', 'text', 'vertical-text', 'alias', 'copy', 'move', 'no-drop', 'not-allowed', 'e-resize', 'n-resize', 'ne-resize', 'nw-resize', 's-resize', 'se-resize', 'sw-resize', 'w-resize', 'ew-resize', 'ns-resize', 'nesw-resize', 'nwse-resize', 'col-resize', 'row-resize', 'all-scroll', 'zoom-in', 'zoom-out', 'grab', 'grabbing'] The mouse cursor used over the mark. Any valid `CSS cursor type `__ can be used. description : str, dict, :class:`ExprRef` A text description of the mark item for `ARIA accessibility `__ (SVG output only). If specified, this property determines the `"aria-label" attribute `__. dir : dict, :class:`ExprRef`, Literal['ltr', 'rtl'], :class:`TextDirection` The direction of the text. One of ``"ltr"`` (left-to-right) or ``"rtl"`` (right-to-left). This property determines on which side is truncated in response to the limit parameter. **Default value:** ``"ltr"`` discreteBandSize : dict, float, :class:`RelativeBandSize` The default size of the bars with discrete dimensions. If unspecified, the default size is ``step-2``, which provides 2 pixel offset between bars. dx : dict, float, :class:`ExprRef` The horizontal offset, in pixels, between the text label and its anchor point. The offset is applied after rotation by the *angle* property. dy : dict, float, :class:`ExprRef` The vertical offset, in pixels, between the text label and its anchor point. The offset is applied after rotation by the *angle* property. ellipsis : str, dict, :class:`ExprRef` The ellipsis string for text truncated in response to the limit parameter. **Default value:** ``"…"`` fill : str, dict, None, :class:`Color`, :class:`ExprRef`, :class:`Gradient`, :class:`HexColor`, :class:`ColorName`, :class:`LinearGradient`, :class:`RadialGradient`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] Default fill color. This property has higher precedence than ``config.color``. Set to ``null`` to remove fill. **Default value:** (None) fillOpacity : dict, float, :class:`ExprRef` The fill opacity (value between [0,1]). **Default value:** ``1`` filled : bool Whether the mark's color should be used as fill color instead of stroke color. **Default value:** ``false`` for all ``point``, ``line``, and ``rule`` marks as well as ``geoshape`` marks for `graticule `__ data sources; otherwise, ``true``. **Note:** This property cannot be used in a `style config `__. font : str, dict, :class:`ExprRef` The typeface to set the text in (e.g., ``"Helvetica Neue"`` ). fontSize : dict, float, :class:`ExprRef` The font size, in pixels. **Default value:** ``11`` fontStyle : str, dict, :class:`ExprRef`, :class:`FontStyle` The font style (e.g., ``"italic"`` ). fontWeight : dict, :class:`ExprRef`, :class:`FontWeight`, Literal['normal', 'bold', 'lighter', 'bolder', 100, 200, 300, 400, 500, 600, 700, 800, 900] The font weight. This can be either a string (e.g ``"bold"``, ``"normal"`` ) or a number ( ``100``, ``200``, ``300``, ..., ``900`` where ``"normal"`` = ``400`` and ``"bold"`` = ``700`` ). height : dict, float, :class:`ExprRef`, :class:`RelativeBandSize` Height of the marks. One of: A number representing a fixed pixel height. A relative band size definition. For example, ``{band: 0.5}`` represents half of the band href : str, dict, :class:`URI`, :class:`ExprRef` A URL to load upon mouse click. If defined, the mark acts as a hyperlink. innerRadius : dict, float, :class:`ExprRef` The inner radius in pixels of arc marks. ``innerRadius`` is an alias for ``radius2``. **Default value:** ``0`` interpolate : dict, :class:`ExprRef`, :class:`Interpolate`, Literal['basis', 'basis-open', 'basis-closed', 'bundle', 'cardinal', 'cardinal-open', 'cardinal-closed', 'catmull-rom', 'linear', 'linear-closed', 'monotone', 'natural', 'step', 'step-before', 'step-after'] The line interpolation method to use for line and area marks. One of the following: * ``"linear"`` : piecewise linear segments, as in a polyline. * ``"linear-closed"`` : close the linear segments to form a polygon. * ``"step"`` : alternate between horizontal and vertical segments, as in a step function. * ``"step-before"`` : alternate between vertical and horizontal segments, as in a step function. * ``"step-after"`` : alternate between horizontal and vertical segments, as in a step function. * ``"basis"`` : a B-spline, with control point duplication on the ends. * ``"basis-open"`` : an open B-spline; may not intersect the start or end. * ``"basis-closed"`` : a closed B-spline, as in a loop. * ``"cardinal"`` : a Cardinal spline, with control point duplication on the ends. * ``"cardinal-open"`` : an open Cardinal spline; may not intersect the start or end, but will intersect other control points. * ``"cardinal-closed"`` : a closed Cardinal spline, as in a loop. * ``"bundle"`` : equivalent to basis, except the tension parameter is used to straighten the spline. * ``"monotone"`` : cubic interpolation that preserves monotonicity in y. invalid : Literal['filter', None] Defines how Vega-Lite should handle marks for invalid values ( ``null`` and ``NaN`` ). * If set to ``"filter"`` (default), all data items with null values will be skipped (for line, trail, and area marks) or filtered (for other marks). * If ``null``, all data items are included. In this case, invalid values will be interpreted as zeroes. limit : dict, float, :class:`ExprRef` The maximum length of the text mark in pixels. The text value will be automatically truncated if the rendered size exceeds the limit. **Default value:** ``0`` -- indicating no limit line : bool, dict, :class:`OverlayMarkDef` A flag for overlaying line on top of area marks, or an object defining the properties of the overlayed lines. If this value is an empty object ( ``{}`` ) or ``true``, lines with default properties will be used. If this value is ``false``, no lines would be automatically added to area marks. **Default value:** ``false``. lineBreak : str, dict, :class:`ExprRef` A delimiter, such as a newline character, upon which to break text strings into multiple lines. This property is ignored if the text is array-valued. lineHeight : dict, float, :class:`ExprRef` The line height in pixels (the spacing between subsequent lines of text) for multi-line text marks. minBandSize : dict, float, :class:`ExprRef` The minimum band size for bar and rectangle marks. **Default value:** ``0.25`` opacity : dict, float, :class:`ExprRef` The overall opacity (value between [0,1]). **Default value:** ``0.7`` for non-aggregate plots with ``point``, ``tick``, ``circle``, or ``square`` marks or layered ``bar`` charts and ``1`` otherwise. order : bool, None For line and trail marks, this ``order`` property can be set to ``null`` or ``false`` to make the lines use the original order in the data sources. orient : :class:`Orientation`, Literal['horizontal', 'vertical'] The orientation of a non-stacked bar, tick, area, and line charts. The value is either horizontal (default) or vertical. * For bar, rule and tick, this determines whether the size of the bar and tick should be applied to x or y dimension. * For area, this property determines the orient property of the Vega output. * For line and trail marks, this property determines the sort order of the points in the line if ``config.sortLineBy`` is not specified. For stacked charts, this is always determined by the orientation of the stack; therefore explicitly specified value will be ignored. outerRadius : dict, float, :class:`ExprRef` The outer radius in pixels of arc marks. ``outerRadius`` is an alias for ``radius``. **Default value:** ``0`` padAngle : dict, float, :class:`ExprRef` The angular padding applied to sides of the arc, in radians. point : str, bool, dict, :class:`OverlayMarkDef` A flag for overlaying points on top of line or area marks, or an object defining the properties of the overlayed points. If this property is ``"transparent"``, transparent points will be used (for enhancing tooltips and selections). If this property is an empty object ( ``{}`` ) or ``true``, filled points with default properties will be used. If this property is ``false``, no points would be automatically added to line or area marks. **Default value:** ``false``. radius : dict, float, :class:`ExprRef` For arc mark, the primary (outer) radius in pixels. For text marks, polar coordinate radial offset, in pixels, of the text from the origin determined by the ``x`` and ``y`` properties. **Default value:** ``min(plot_width, plot_height)/2`` radius2 : dict, float, :class:`ExprRef` The secondary (inner) radius in pixels of arc marks. **Default value:** ``0`` radius2Offset : dict, float, :class:`ExprRef` Offset for radius2. radiusOffset : dict, float, :class:`ExprRef` Offset for radius. shape : str, dict, :class:`ExprRef`, :class:`SymbolShape` Shape of the point marks. Supported values include: * plotting shapes: ``"circle"``, ``"square"``, ``"cross"``, ``"diamond"``, ``"triangle-up"``, ``"triangle-down"``, ``"triangle-right"``, or ``"triangle-left"``. * the line symbol ``"stroke"`` * centered directional shapes ``"arrow"``, ``"wedge"``, or ``"triangle"`` * a custom `SVG path string `__ (For correct sizing, custom shape paths should be defined within a square bounding box with coordinates ranging from -1 to 1 along both the x and y dimensions.) **Default value:** ``"circle"`` size : dict, float, :class:`ExprRef` Default size for marks. * For ``point`` / ``circle`` / ``square``, this represents the pixel area of the marks. Note that this value sets the area of the symbol; the side lengths will increase with the square root of this value. * For ``bar``, this represents the band size of the bar, in pixels. * For ``text``, this represents the font size, in pixels. **Default value:** * ``30`` for point, circle, square marks; width/height's ``step`` * ``2`` for bar marks with discrete dimensions; * ``5`` for bar marks with continuous dimensions; * ``11`` for text marks. smooth : bool, dict, :class:`ExprRef` A boolean flag (default true) indicating if the image should be smoothed when resized. If false, individual pixels should be scaled directly rather than interpolated with smoothing. For SVG rendering, this option may not work in some browsers due to lack of standardization. stroke : str, dict, None, :class:`Color`, :class:`ExprRef`, :class:`Gradient`, :class:`HexColor`, :class:`ColorName`, :class:`LinearGradient`, :class:`RadialGradient`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] Default stroke color. This property has higher precedence than ``config.color``. Set to ``null`` to remove stroke. **Default value:** (None) strokeCap : dict, :class:`ExprRef`, :class:`StrokeCap`, Literal['butt', 'round', 'square'] The stroke cap for line ending style. One of ``"butt"``, ``"round"``, or ``"square"``. **Default value:** ``"butt"`` strokeDash : dict, Sequence[float], :class:`ExprRef` An array of alternating stroke, space lengths for creating dashed or dotted lines. strokeDashOffset : dict, float, :class:`ExprRef` The offset (in pixels) into which to begin drawing with the stroke dash array. strokeJoin : dict, :class:`ExprRef`, :class:`StrokeJoin`, Literal['miter', 'round', 'bevel'] The stroke line join method. One of ``"miter"``, ``"round"`` or ``"bevel"``. **Default value:** ``"miter"`` strokeMiterLimit : dict, float, :class:`ExprRef` The miter limit at which to bevel a line join. strokeOffset : dict, float, :class:`ExprRef` The offset in pixels at which to draw the group stroke and fill. If unspecified, the default behavior is to dynamically offset stroked groups such that 1 pixel stroke widths align with the pixel grid. strokeOpacity : dict, float, :class:`ExprRef` The stroke opacity (value between [0,1]). **Default value:** ``1`` strokeWidth : dict, float, :class:`ExprRef` The stroke width, in pixels. style : str, Sequence[str] A string or array of strings indicating the name of custom styles to apply to the mark. A style is a named collection of mark property defaults defined within the `style configuration `__. If style is an array, later styles will override earlier styles. Any `mark properties `__ explicitly defined within the ``encoding`` will override a style default. **Default value:** The mark's name. For example, a bar mark will have style ``"bar"`` by default. **Note:** Any specified style will augment the default style. For example, a bar mark with ``"style": "foo"`` will receive from ``config.style.bar`` and ``config.style.foo`` (the specified style ``"foo"`` has higher precedence). tension : dict, float, :class:`ExprRef` Depending on the interpolation type, sets the tension parameter (for line and area marks). text : str, dict, :class:`Text`, Sequence[str], :class:`ExprRef` Placeholder text if the ``text`` channel is not specified theta : dict, float, :class:`ExprRef` For arc marks, the arc length in radians if theta2 is not specified, otherwise the start arc angle. (A value of 0 indicates up or “north”, increasing values proceed clockwise.) For text marks, polar coordinate angle in radians. theta2 : dict, float, :class:`ExprRef` The end angle of arc marks in radians. A value of 0 indicates up or “north”, increasing values proceed clockwise. theta2Offset : dict, float, :class:`ExprRef` Offset for theta2. thetaOffset : dict, float, :class:`ExprRef` Offset for theta. thickness : float Thickness of the tick mark. **Default value:** ``1`` timeUnitBandPosition : float Default relative band position for a time unit. If set to ``0``, the marks will be positioned at the beginning of the time unit band step. If set to ``0.5``, the marks will be positioned in the middle of the time unit band step. timeUnitBandSize : float Default relative band size for a time unit. If set to ``1``, the bandwidth of the marks will be equal to the time unit band step. If set to ``0.5``, bandwidth of the marks will be half of the time unit band step. tooltip : str, bool, dict, None, float, :class:`ExprRef`, :class:`TooltipContent` The tooltip text string to show upon mouse hover or an object defining which fields should the tooltip be derived from. * If ``tooltip`` is ``true`` or ``{"content": "encoding"}``, then all fields from ``encoding`` will be used. * If ``tooltip`` is ``{"content": "data"}``, then all fields that appear in the highlighted data point will be used. * If set to ``null`` or ``false``, then no tooltip will be used. See the `tooltip `__ documentation for a detailed discussion about tooltip in Vega-Lite. **Default value:** ``null`` url : str, dict, :class:`URI`, :class:`ExprRef` The URL of the image file for image marks. width : dict, float, :class:`ExprRef`, :class:`RelativeBandSize` Width of the marks. One of: A number representing a fixed pixel width. A relative band size definition. For example, ``{band: 0.5}`` represents half of the band. x : str, dict, float, :class:`ExprRef` X coordinates of the marks, or width of horizontal ``"bar"`` and ``"area"`` without specified ``x2`` or ``width``. The ``value`` of this channel can be a number or a string ``"width"`` for the width of the plot. x2 : str, dict, float, :class:`ExprRef` X2 coordinates for ranged ``"area"``, ``"bar"``, ``"rect"``, and ``"rule"``. The ``value`` of this channel can be a number or a string ``"width"`` for the width of the plot. x2Offset : dict, float, :class:`ExprRef` Offset for x2-position. xOffset : dict, float, :class:`ExprRef` Offset for x-position. y : str, dict, float, :class:`ExprRef` Y coordinates of the marks, or height of vertical ``"bar"`` and ``"area"`` without specified ``y2`` or ``height``. The ``value`` of this channel can be a number or a string ``"height"`` for the height of the plot. y2 : str, dict, float, :class:`ExprRef` Y2 coordinates for ranged ``"area"``, ``"bar"``, ``"rect"``, and ``"rule"``. The ``value`` of this channel can be a number or a string ``"height"`` for the height of the plot. y2Offset : dict, float, :class:`ExprRef` Offset for y2-position. yOffset : dict, float, :class:`ExprRef` Offset for y-position. """ _schema = {"$ref": "#/definitions/MarkDef"} def __init__( self, type: Union[ "SchemaBase", Literal[ "arc", "area", "bar", "image", "line", "point", "rect", "rule", "text", "tick", "trail", "circle", "square", "geoshape", ], UndefinedType, ] = Undefined, align: Union[ dict, "_Parameter", "SchemaBase", Literal["left", "center", "right"], UndefinedType, ] = Undefined, angle: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, aria: Union[bool, dict, "_Parameter", "SchemaBase", UndefinedType] = Undefined, ariaRole: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, ariaRoleDescription: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, aspect: Union[ bool, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, bandSize: Union[float, UndefinedType] = Undefined, baseline: Union[ str, dict, "_Parameter", "SchemaBase", Literal["top", "middle", "bottom"], UndefinedType, ] = Undefined, binSpacing: Union[float, UndefinedType] = Undefined, blend: Union[ dict, "_Parameter", "SchemaBase", Literal[ None, "multiply", "screen", "overlay", "darken", "lighten", "color-dodge", "color-burn", "hard-light", "soft-light", "difference", "exclusion", "hue", "saturation", "color", "luminosity", ], UndefinedType, ] = Undefined, clip: Union[bool, dict, "_Parameter", "SchemaBase", UndefinedType] = Undefined, color: Union[ str, dict, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, continuousBandSize: Union[float, UndefinedType] = Undefined, cornerRadius: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, cornerRadiusBottomLeft: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, cornerRadiusBottomRight: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, cornerRadiusEnd: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, cornerRadiusTopLeft: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, cornerRadiusTopRight: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, cursor: Union[ dict, "_Parameter", "SchemaBase", Literal[ "auto", "default", "none", "context-menu", "help", "pointer", "progress", "wait", "cell", "crosshair", "text", "vertical-text", "alias", "copy", "move", "no-drop", "not-allowed", "e-resize", "n-resize", "ne-resize", "nw-resize", "s-resize", "se-resize", "sw-resize", "w-resize", "ew-resize", "ns-resize", "nesw-resize", "nwse-resize", "col-resize", "row-resize", "all-scroll", "zoom-in", "zoom-out", "grab", "grabbing", ], UndefinedType, ] = Undefined, description: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, dir: Union[ dict, "_Parameter", "SchemaBase", Literal["ltr", "rtl"], UndefinedType ] = Undefined, discreteBandSize: Union[dict, float, "SchemaBase", UndefinedType] = Undefined, dx: Union[dict, float, "_Parameter", "SchemaBase", UndefinedType] = Undefined, dy: Union[dict, float, "_Parameter", "SchemaBase", UndefinedType] = Undefined, ellipsis: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, fill: Union[ str, dict, None, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, fillOpacity: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, filled: Union[bool, UndefinedType] = Undefined, font: Union[str, dict, "_Parameter", "SchemaBase", UndefinedType] = Undefined, fontSize: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, fontStyle: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, fontWeight: Union[ dict, "_Parameter", "SchemaBase", Literal[ "normal", "bold", "lighter", "bolder", 100, 200, 300, 400, 500, 600, 700, 800, 900, ], UndefinedType, ] = Undefined, height: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, href: Union[str, dict, "_Parameter", "SchemaBase", UndefinedType] = Undefined, innerRadius: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, interpolate: Union[ dict, "_Parameter", "SchemaBase", Literal[ "basis", "basis-open", "basis-closed", "bundle", "cardinal", "cardinal-open", "cardinal-closed", "catmull-rom", "linear", "linear-closed", "monotone", "natural", "step", "step-before", "step-after", ], UndefinedType, ] = Undefined, invalid: Union[Literal["filter", None], UndefinedType] = Undefined, limit: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, line: Union[bool, dict, "SchemaBase", UndefinedType] = Undefined, lineBreak: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, lineHeight: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, minBandSize: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, opacity: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, order: Union[bool, None, UndefinedType] = Undefined, orient: Union[ "SchemaBase", Literal["horizontal", "vertical"], UndefinedType ] = Undefined, outerRadius: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, padAngle: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, point: Union[str, bool, dict, "SchemaBase", UndefinedType] = Undefined, radius: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, radius2: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, radius2Offset: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, radiusOffset: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, shape: Union[str, dict, "_Parameter", "SchemaBase", UndefinedType] = Undefined, size: Union[dict, float, "_Parameter", "SchemaBase", UndefinedType] = Undefined, smooth: Union[ bool, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, stroke: Union[ str, dict, None, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, strokeCap: Union[ dict, "_Parameter", "SchemaBase", Literal["butt", "round", "square"], UndefinedType, ] = Undefined, strokeDash: Union[ dict, "_Parameter", "SchemaBase", Sequence[float], UndefinedType ] = Undefined, strokeDashOffset: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, strokeJoin: Union[ dict, "_Parameter", "SchemaBase", Literal["miter", "round", "bevel"], UndefinedType, ] = Undefined, strokeMiterLimit: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, strokeOffset: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, strokeOpacity: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, strokeWidth: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, style: Union[str, Sequence[str], UndefinedType] = Undefined, tension: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, text: Union[ str, dict, "_Parameter", "SchemaBase", Sequence[str], UndefinedType ] = Undefined, theta: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, theta2: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, theta2Offset: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, thetaOffset: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, thickness: Union[float, UndefinedType] = Undefined, timeUnitBandPosition: Union[float, UndefinedType] = Undefined, timeUnitBandSize: Union[float, UndefinedType] = Undefined, tooltip: Union[ str, bool, dict, None, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, url: Union[str, dict, "_Parameter", "SchemaBase", UndefinedType] = Undefined, width: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, x: Union[ str, dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, x2: Union[ str, dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, x2Offset: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, xOffset: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, y: Union[ str, dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, y2: Union[ str, dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, y2Offset: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, yOffset: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, **kwds, ): super(MarkDef, self).__init__( type=type, align=align, angle=angle, aria=aria, ariaRole=ariaRole, ariaRoleDescription=ariaRoleDescription, aspect=aspect, bandSize=bandSize, baseline=baseline, binSpacing=binSpacing, blend=blend, clip=clip, color=color, continuousBandSize=continuousBandSize, cornerRadius=cornerRadius, cornerRadiusBottomLeft=cornerRadiusBottomLeft, cornerRadiusBottomRight=cornerRadiusBottomRight, cornerRadiusEnd=cornerRadiusEnd, cornerRadiusTopLeft=cornerRadiusTopLeft, cornerRadiusTopRight=cornerRadiusTopRight, cursor=cursor, description=description, dir=dir, discreteBandSize=discreteBandSize, dx=dx, dy=dy, ellipsis=ellipsis, fill=fill, fillOpacity=fillOpacity, filled=filled, font=font, fontSize=fontSize, fontStyle=fontStyle, fontWeight=fontWeight, height=height, href=href, innerRadius=innerRadius, interpolate=interpolate, invalid=invalid, limit=limit, line=line, lineBreak=lineBreak, lineHeight=lineHeight, minBandSize=minBandSize, opacity=opacity, order=order, orient=orient, outerRadius=outerRadius, padAngle=padAngle, point=point, radius=radius, radius2=radius2, radius2Offset=radius2Offset, radiusOffset=radiusOffset, shape=shape, size=size, smooth=smooth, stroke=stroke, strokeCap=strokeCap, strokeDash=strokeDash, strokeDashOffset=strokeDashOffset, strokeJoin=strokeJoin, strokeMiterLimit=strokeMiterLimit, strokeOffset=strokeOffset, strokeOpacity=strokeOpacity, strokeWidth=strokeWidth, style=style, tension=tension, text=text, theta=theta, theta2=theta2, theta2Offset=theta2Offset, thetaOffset=thetaOffset, thickness=thickness, timeUnitBandPosition=timeUnitBandPosition, timeUnitBandSize=timeUnitBandSize, tooltip=tooltip, url=url, width=width, x=x, x2=x2, x2Offset=x2Offset, xOffset=xOffset, y=y, y2=y2, y2Offset=y2Offset, yOffset=yOffset, **kwds, ) class MarkPropDefGradientstringnull(VegaLiteSchema): """MarkPropDefGradientstringnull schema wrapper""" _schema = {"$ref": "#/definitions/MarkPropDef<(Gradient|string|null)>"} def __init__(self, *args, **kwds): super(MarkPropDefGradientstringnull, self).__init__(*args, **kwds) class FieldOrDatumDefWithConditionDatumDefGradientstringnull( ColorDef, MarkPropDefGradientstringnull ): """FieldOrDatumDefWithConditionDatumDefGradientstringnull schema wrapper Parameters ---------- bandPosition : float Relative position on a band of a stacked, binned, time unit, or band scale. For example, the marks will be positioned at the beginning of the band if set to ``0``, and at the middle of the band if set to ``0.5``. condition : dict, :class:`ConditionalValueDefGradientstringnullExprRef`, :class:`ConditionalParameterValueDefGradientstringnullExprRef`, :class:`ConditionalPredicateValueDefGradientstringnullExprRef`, Sequence[dict, :class:`ConditionalValueDefGradientstringnullExprRef`, :class:`ConditionalParameterValueDefGradientstringnullExprRef`, :class:`ConditionalPredicateValueDefGradientstringnullExprRef`] One or more value definition(s) with `a parameter or a test predicate `__. **Note:** A field definition's ``condition`` property can only contain `conditional value definitions `__ since Vega-Lite only allows at most one encoded field per encoding channel. datum : str, bool, dict, None, float, :class:`ExprRef`, :class:`DateTime`, :class:`RepeatRef`, :class:`PrimitiveValue` A constant value in data domain. title : str, None, :class:`Text`, Sequence[str] A title for the field. If ``null``, the title will be removed. **Default value:** derived from the field's name and transformation function ( ``aggregate``, ``bin`` and ``timeUnit`` ). If the field has an aggregate function, the function is displayed as part of the title (e.g., ``"Sum of Profit"`` ). If the field is binned or has a time unit applied, the applied function is shown in parentheses (e.g., ``"Profit (binned)"``, ``"Transaction Date (year-month)"`` ). Otherwise, the title is simply the field name. **Notes** : 1) You can customize the default field title format by providing the `fieldTitle `__ property in the `config `__ or `fieldTitle function via the compile function's options `__. 2) If both field definition's ``title`` and axis, header, or legend ``title`` are defined, axis/header/legend title will be used. type : :class:`Type`, Literal['quantitative', 'ordinal', 'temporal', 'nominal', 'geojson'] The type of measurement ( ``"quantitative"``, ``"temporal"``, ``"ordinal"``, or ``"nominal"`` ) for the encoded field or constant value ( ``datum`` ). It can also be a ``"geojson"`` type for encoding `'geoshape' `__. Vega-Lite automatically infers data types in many cases as discussed below. However, type is required for a field if: (1) the field is not nominal and the field encoding has no specified ``aggregate`` (except ``argmin`` and ``argmax`` ), ``bin``, scale type, custom ``sort`` order, nor ``timeUnit`` or (2) if you wish to use an ordinal scale for a field with ``bin`` or ``timeUnit``. **Default value:** 1) For a data ``field``, ``"nominal"`` is the default data type unless the field encoding has ``aggregate``, ``channel``, ``bin``, scale type, ``sort``, or ``timeUnit`` that satisfies the following criteria: * ``"quantitative"`` is the default type if (1) the encoded field contains ``bin`` or ``aggregate`` except ``"argmin"`` and ``"argmax"``, (2) the encoding channel is ``latitude`` or ``longitude`` channel or (3) if the specified scale type is `a quantitative scale `__. * ``"temporal"`` is the default type if (1) the encoded field contains ``timeUnit`` or (2) the specified scale type is a time or utc scale * ``"ordinal"`` is the default type if (1) the encoded field contains a `custom sort order `__, (2) the specified scale type is an ordinal/point/band scale, or (3) the encoding channel is ``order``. 2) For a constant value in data domain ( ``datum`` ): * ``"quantitative"`` if the datum is a number * ``"nominal"`` if the datum is a string * ``"temporal"`` if the datum is `a date time object `__ **Note:** * Data ``type`` describes the semantics of the data rather than the primitive data types (number, string, etc.). The same primitive data type can have different types of measurement. For example, numeric data can represent quantitative, ordinal, or nominal data. * Data values for a temporal field can be either a date-time string (e.g., ``"2015-03-07 12:32:17"``, ``"17:01"``, ``"2015-03-16"``. ``"2015"`` ) or a timestamp number (e.g., ``1552199579097`` ). * When using with `bin `__, the ``type`` property can be either ``"quantitative"`` (for using a linear bin scale) or `"ordinal" (for using an ordinal bin scale) `__. * When using with `timeUnit `__, the ``type`` property can be either ``"temporal"`` (default, for using a temporal scale) or `"ordinal" (for using an ordinal scale) `__. * When using with `aggregate `__, the ``type`` property refers to the post-aggregation data type. For example, we can calculate count ``distinct`` of a categorical field ``"cat"`` using ``{"aggregate": "distinct", "field": "cat"}``. The ``"type"`` of the aggregate output is ``"quantitative"``. * Secondary channels (e.g., ``x2``, ``y2``, ``xError``, ``yError`` ) do not have ``type`` as they must have exactly the same type as their primary channels (e.g., ``x``, ``y`` ). **See also:** `type `__ documentation. """ _schema = { "$ref": "#/definitions/FieldOrDatumDefWithCondition" } def __init__( self, bandPosition: Union[float, UndefinedType] = Undefined, condition: Union[ dict, "SchemaBase", Sequence[Union[dict, "SchemaBase"]], UndefinedType ] = Undefined, datum: Union[ str, bool, dict, None, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, title: Union[str, None, "SchemaBase", Sequence[str], UndefinedType] = Undefined, type: Union[ "SchemaBase", Literal["quantitative", "ordinal", "temporal", "nominal", "geojson"], UndefinedType, ] = Undefined, **kwds, ): super(FieldOrDatumDefWithConditionDatumDefGradientstringnull, self).__init__( bandPosition=bandPosition, condition=condition, datum=datum, title=title, type=type, **kwds, ) class FieldOrDatumDefWithConditionMarkPropFieldDefGradientstringnull( ColorDef, MarkPropDefGradientstringnull ): """FieldOrDatumDefWithConditionMarkPropFieldDefGradientstringnull schema wrapper Parameters ---------- shorthand : str, dict, Sequence[str], :class:`RepeatRef` shorthand for field, aggregate, and type aggregate : dict, :class:`Aggregate`, :class:`ArgmaxDef`, :class:`ArgminDef`, :class:`NonArgAggregateOp`, Literal['average', 'count', 'distinct', 'max', 'mean', 'median', 'min', 'missing', 'product', 'q1', 'q3', 'ci0', 'ci1', 'stderr', 'stdev', 'stdevp', 'sum', 'valid', 'values', 'variance', 'variancep', 'exponential', 'exponentialb'] Aggregation function for the field (e.g., ``"mean"``, ``"sum"``, ``"median"``, ``"min"``, ``"max"``, ``"count"`` ). **Default value:** ``undefined`` (None) **See also:** `aggregate `__ documentation. bandPosition : float Relative position on a band of a stacked, binned, time unit, or band scale. For example, the marks will be positioned at the beginning of the band if set to ``0``, and at the middle of the band if set to ``0.5``. bin : bool, dict, None, :class:`BinParams` A flag for binning a ``quantitative`` field, `an object defining binning parameters `__, or indicating that the data for ``x`` or ``y`` channel are binned before they are imported into Vega-Lite ( ``"binned"`` ). If ``true``, default `binning parameters `__ will be applied. If ``"binned"``, this indicates that the data for the ``x`` (or ``y`` ) channel are already binned. You can map the bin-start field to ``x`` (or ``y`` ) and the bin-end field to ``x2`` (or ``y2`` ). The scale and axis will be formatted similar to binning in Vega-Lite. To adjust the axis ticks based on the bin step, you can also set the axis's `tickMinStep `__ property. **Default value:** ``false`` **See also:** `bin `__ documentation. condition : dict, :class:`ConditionalValueDefGradientstringnullExprRef`, :class:`ConditionalParameterValueDefGradientstringnullExprRef`, :class:`ConditionalPredicateValueDefGradientstringnullExprRef`, Sequence[dict, :class:`ConditionalValueDefGradientstringnullExprRef`, :class:`ConditionalParameterValueDefGradientstringnullExprRef`, :class:`ConditionalPredicateValueDefGradientstringnullExprRef`] One or more value definition(s) with `a parameter or a test predicate `__. **Note:** A field definition's ``condition`` property can only contain `conditional value definitions `__ since Vega-Lite only allows at most one encoded field per encoding channel. field : str, dict, :class:`Field`, :class:`FieldName`, :class:`RepeatRef` **Required.** A string defining the name of the field from which to pull a data value or an object defining iterated values from the `repeat `__ operator. **See also:** `field `__ documentation. **Notes:** 1) Dots ( ``.`` ) and brackets ( ``[`` and ``]`` ) can be used to access nested objects (e.g., ``"field": "foo.bar"`` and ``"field": "foo['bar']"`` ). If field names contain dots or brackets but are not nested, you can use ``\\`` to escape dots and brackets (e.g., ``"a\\.b"`` and ``"a\\[0\\]"`` ). See more details about escaping in the `field documentation `__. 2) ``field`` is not required if ``aggregate`` is ``count``. legend : dict, None, :class:`Legend` An object defining properties of the legend. If ``null``, the legend for the encoding channel will be removed. **Default value:** If undefined, default `legend properties `__ are applied. **See also:** `legend `__ documentation. scale : dict, None, :class:`Scale` An object defining properties of the channel's scale, which is the function that transforms values in the data domain (numbers, dates, strings, etc) to visual values (pixels, colors, sizes) of the encoding channels. If ``null``, the scale will be `disabled and the data value will be directly encoded `__. **Default value:** If undefined, default `scale properties `__ are applied. **See also:** `scale `__ documentation. sort : dict, None, :class:`Sort`, Sequence[str], Sequence[bool], Sequence[float], :class:`SortArray`, :class:`SortOrder`, :class:`AllSortString`, :class:`SortByChannel`, :class:`SortByEncoding`, :class:`EncodingSortField`, :class:`SortByChannelDesc`, Sequence[dict, :class:`DateTime`], Literal['ascending', 'descending'], Literal['x', 'y', 'color', 'fill', 'stroke', 'strokeWidth', 'size', 'shape', 'fillOpacity', 'strokeOpacity', 'opacity', 'text'], Literal['-x', '-y', '-color', '-fill', '-stroke', '-strokeWidth', '-size', '-shape', '-fillOpacity', '-strokeOpacity', '-opacity', '-text'] Sort order for the encoded field. For continuous fields (quantitative or temporal), ``sort`` can be either ``"ascending"`` or ``"descending"``. For discrete fields, ``sort`` can be one of the following: * ``"ascending"`` or ``"descending"`` -- for sorting by the values' natural order in JavaScript. * `A string indicating an encoding channel name to sort by `__ (e.g., ``"x"`` or ``"y"`` ) with an optional minus prefix for descending sort (e.g., ``"-x"`` to sort by x-field, descending). This channel string is short-form of `a sort-by-encoding definition `__. For example, ``"sort": "-x"`` is equivalent to ``"sort": {"encoding": "x", "order": "descending"}``. * `A sort field definition `__ for sorting by another field. * `An array specifying the field values in preferred order `__. In this case, the sort order will obey the values in the array, followed by any unspecified values in their original order. For discrete time field, values in the sort array can be `date-time definition objects `__. In addition, for time units ``"month"`` and ``"day"``, the values can be the month or day names (case insensitive) or their 3-letter initials (e.g., ``"Mon"``, ``"Tue"`` ). * ``null`` indicating no sort. **Default value:** ``"ascending"`` **Note:** ``null`` and sorting by another channel is not supported for ``row`` and ``column``. **See also:** `sort `__ documentation. timeUnit : dict, :class:`TimeUnit`, :class:`MultiTimeUnit`, :class:`BinnedTimeUnit`, :class:`SingleTimeUnit`, :class:`TimeUnitParams`, :class:`UtcMultiTimeUnit`, :class:`UtcSingleTimeUnit`, :class:`LocalMultiTimeUnit`, :class:`LocalSingleTimeUnit`, Literal['year', 'quarter', 'month', 'week', 'day', 'dayofyear', 'date', 'hours', 'minutes', 'seconds', 'milliseconds'], Literal['utcyear', 'utcquarter', 'utcmonth', 'utcweek', 'utcday', 'utcdayofyear', 'utcdate', 'utchours', 'utcminutes', 'utcseconds', 'utcmilliseconds'], Literal['binnedyear', 'binnedyearquarter', 'binnedyearquartermonth', 'binnedyearmonth', 'binnedyearmonthdate', 'binnedyearmonthdatehours', 'binnedyearmonthdatehoursminutes', 'binnedyearmonthdatehoursminutesseconds', 'binnedyearweek', 'binnedyearweekday', 'binnedyearweekdayhours', 'binnedyearweekdayhoursminutes', 'binnedyearweekdayhoursminutesseconds', 'binnedyeardayofyear'], Literal['binnedutcyear', 'binnedutcyearquarter', 'binnedutcyearquartermonth', 'binnedutcyearmonth', 'binnedutcyearmonthdate', 'binnedutcyearmonthdatehours', 'binnedutcyearmonthdatehoursminutes', 'binnedutcyearmonthdatehoursminutesseconds', 'binnedutcyearweek', 'binnedutcyearweekday', 'binnedutcyearweekdayhours', 'binnedutcyearweekdayhoursminutes', 'binnedutcyearweekdayhoursminutesseconds', 'binnedutcyeardayofyear'], Literal['yearquarter', 'yearquartermonth', 'yearmonth', 'yearmonthdate', 'yearmonthdatehours', 'yearmonthdatehoursminutes', 'yearmonthdatehoursminutesseconds', 'yearweek', 'yearweekday', 'yearweekdayhours', 'yearweekdayhoursminutes', 'yearweekdayhoursminutesseconds', 'yeardayofyear', 'quartermonth', 'monthdate', 'monthdatehours', 'monthdatehoursminutes', 'monthdatehoursminutesseconds', 'weekday', 'weekdayhours', 'weekdayhoursminutes', 'weekdayhoursminutesseconds', 'dayhours', 'dayhoursminutes', 'dayhoursminutesseconds', 'hoursminutes', 'hoursminutesseconds', 'minutesseconds', 'secondsmilliseconds'], Literal['utcyearquarter', 'utcyearquartermonth', 'utcyearmonth', 'utcyearmonthdate', 'utcyearmonthdatehours', 'utcyearmonthdatehoursminutes', 'utcyearmonthdatehoursminutesseconds', 'utcyearweek', 'utcyearweekday', 'utcyearweekdayhours', 'utcyearweekdayhoursminutes', 'utcyearweekdayhoursminutesseconds', 'utcyeardayofyear', 'utcquartermonth', 'utcmonthdate', 'utcmonthdatehours', 'utcmonthdatehoursminutes', 'utcmonthdatehoursminutesseconds', 'utcweekday', 'utcweeksdayhours', 'utcweekdayhoursminutes', 'utcweekdayhoursminutesseconds', 'utcdayhours', 'utcdayhoursminutes', 'utcdayhoursminutesseconds', 'utchoursminutes', 'utchoursminutesseconds', 'utcminutesseconds', 'utcsecondsmilliseconds'] Time unit (e.g., ``year``, ``yearmonth``, ``month``, ``hours`` ) for a temporal field. or `a temporal field that gets casted as ordinal `__. **Default value:** ``undefined`` (None) **See also:** `timeUnit `__ documentation. title : str, None, :class:`Text`, Sequence[str] A title for the field. If ``null``, the title will be removed. **Default value:** derived from the field's name and transformation function ( ``aggregate``, ``bin`` and ``timeUnit`` ). If the field has an aggregate function, the function is displayed as part of the title (e.g., ``"Sum of Profit"`` ). If the field is binned or has a time unit applied, the applied function is shown in parentheses (e.g., ``"Profit (binned)"``, ``"Transaction Date (year-month)"`` ). Otherwise, the title is simply the field name. **Notes** : 1) You can customize the default field title format by providing the `fieldTitle `__ property in the `config `__ or `fieldTitle function via the compile function's options `__. 2) If both field definition's ``title`` and axis, header, or legend ``title`` are defined, axis/header/legend title will be used. type : :class:`StandardType`, Literal['quantitative', 'ordinal', 'temporal', 'nominal'] The type of measurement ( ``"quantitative"``, ``"temporal"``, ``"ordinal"``, or ``"nominal"`` ) for the encoded field or constant value ( ``datum`` ). It can also be a ``"geojson"`` type for encoding `'geoshape' `__. Vega-Lite automatically infers data types in many cases as discussed below. However, type is required for a field if: (1) the field is not nominal and the field encoding has no specified ``aggregate`` (except ``argmin`` and ``argmax`` ), ``bin``, scale type, custom ``sort`` order, nor ``timeUnit`` or (2) if you wish to use an ordinal scale for a field with ``bin`` or ``timeUnit``. **Default value:** 1) For a data ``field``, ``"nominal"`` is the default data type unless the field encoding has ``aggregate``, ``channel``, ``bin``, scale type, ``sort``, or ``timeUnit`` that satisfies the following criteria: * ``"quantitative"`` is the default type if (1) the encoded field contains ``bin`` or ``aggregate`` except ``"argmin"`` and ``"argmax"``, (2) the encoding channel is ``latitude`` or ``longitude`` channel or (3) if the specified scale type is `a quantitative scale `__. * ``"temporal"`` is the default type if (1) the encoded field contains ``timeUnit`` or (2) the specified scale type is a time or utc scale * ``"ordinal"`` is the default type if (1) the encoded field contains a `custom sort order `__, (2) the specified scale type is an ordinal/point/band scale, or (3) the encoding channel is ``order``. 2) For a constant value in data domain ( ``datum`` ): * ``"quantitative"`` if the datum is a number * ``"nominal"`` if the datum is a string * ``"temporal"`` if the datum is `a date time object `__ **Note:** * Data ``type`` describes the semantics of the data rather than the primitive data types (number, string, etc.). The same primitive data type can have different types of measurement. For example, numeric data can represent quantitative, ordinal, or nominal data. * Data values for a temporal field can be either a date-time string (e.g., ``"2015-03-07 12:32:17"``, ``"17:01"``, ``"2015-03-16"``. ``"2015"`` ) or a timestamp number (e.g., ``1552199579097`` ). * When using with `bin `__, the ``type`` property can be either ``"quantitative"`` (for using a linear bin scale) or `"ordinal" (for using an ordinal bin scale) `__. * When using with `timeUnit `__, the ``type`` property can be either ``"temporal"`` (default, for using a temporal scale) or `"ordinal" (for using an ordinal scale) `__. * When using with `aggregate `__, the ``type`` property refers to the post-aggregation data type. For example, we can calculate count ``distinct`` of a categorical field ``"cat"`` using ``{"aggregate": "distinct", "field": "cat"}``. The ``"type"`` of the aggregate output is ``"quantitative"``. * Secondary channels (e.g., ``x2``, ``y2``, ``xError``, ``yError`` ) do not have ``type`` as they must have exactly the same type as their primary channels (e.g., ``x``, ``y`` ). **See also:** `type `__ documentation. """ _schema = { "$ref": "#/definitions/FieldOrDatumDefWithCondition" } def __init__( self, shorthand: Union[ str, dict, "SchemaBase", Sequence[str], UndefinedType ] = Undefined, aggregate: Union[ dict, "SchemaBase", Literal[ "average", "count", "distinct", "max", "mean", "median", "min", "missing", "product", "q1", "q3", "ci0", "ci1", "stderr", "stdev", "stdevp", "sum", "valid", "values", "variance", "variancep", "exponential", "exponentialb", ], UndefinedType, ] = Undefined, bandPosition: Union[float, UndefinedType] = Undefined, bin: Union[bool, dict, None, "SchemaBase", UndefinedType] = Undefined, condition: Union[ dict, "SchemaBase", Sequence[Union[dict, "SchemaBase"]], UndefinedType ] = Undefined, field: Union[str, dict, "SchemaBase", UndefinedType] = Undefined, legend: Union[dict, None, "SchemaBase", UndefinedType] = Undefined, scale: Union[dict, None, "SchemaBase", UndefinedType] = Undefined, sort: Union[ dict, None, "SchemaBase", Sequence[str], Sequence[bool], Sequence[float], Literal["ascending", "descending"], Sequence[Union[dict, "SchemaBase"]], Literal[ "x", "y", "color", "fill", "stroke", "strokeWidth", "size", "shape", "fillOpacity", "strokeOpacity", "opacity", "text", ], Literal[ "-x", "-y", "-color", "-fill", "-stroke", "-strokeWidth", "-size", "-shape", "-fillOpacity", "-strokeOpacity", "-opacity", "-text", ], UndefinedType, ] = Undefined, timeUnit: Union[ dict, "SchemaBase", Literal[ "year", "quarter", "month", "week", "day", "dayofyear", "date", "hours", "minutes", "seconds", "milliseconds", ], Literal[ "utcyear", "utcquarter", "utcmonth", "utcweek", "utcday", "utcdayofyear", "utcdate", "utchours", "utcminutes", "utcseconds", "utcmilliseconds", ], Literal[ "binnedyear", "binnedyearquarter", "binnedyearquartermonth", "binnedyearmonth", "binnedyearmonthdate", "binnedyearmonthdatehours", "binnedyearmonthdatehoursminutes", "binnedyearmonthdatehoursminutesseconds", "binnedyearweek", "binnedyearweekday", "binnedyearweekdayhours", "binnedyearweekdayhoursminutes", "binnedyearweekdayhoursminutesseconds", "binnedyeardayofyear", ], Literal[ "binnedutcyear", "binnedutcyearquarter", "binnedutcyearquartermonth", "binnedutcyearmonth", "binnedutcyearmonthdate", "binnedutcyearmonthdatehours", "binnedutcyearmonthdatehoursminutes", "binnedutcyearmonthdatehoursminutesseconds", "binnedutcyearweek", "binnedutcyearweekday", "binnedutcyearweekdayhours", "binnedutcyearweekdayhoursminutes", "binnedutcyearweekdayhoursminutesseconds", "binnedutcyeardayofyear", ], Literal[ "yearquarter", "yearquartermonth", "yearmonth", "yearmonthdate", "yearmonthdatehours", "yearmonthdatehoursminutes", "yearmonthdatehoursminutesseconds", "yearweek", "yearweekday", "yearweekdayhours", "yearweekdayhoursminutes", "yearweekdayhoursminutesseconds", "yeardayofyear", "quartermonth", "monthdate", "monthdatehours", "monthdatehoursminutes", "monthdatehoursminutesseconds", "weekday", "weekdayhours", "weekdayhoursminutes", "weekdayhoursminutesseconds", "dayhours", "dayhoursminutes", "dayhoursminutesseconds", "hoursminutes", "hoursminutesseconds", "minutesseconds", "secondsmilliseconds", ], Literal[ "utcyearquarter", "utcyearquartermonth", "utcyearmonth", "utcyearmonthdate", "utcyearmonthdatehours", "utcyearmonthdatehoursminutes", "utcyearmonthdatehoursminutesseconds", "utcyearweek", "utcyearweekday", "utcyearweekdayhours", "utcyearweekdayhoursminutes", "utcyearweekdayhoursminutesseconds", "utcyeardayofyear", "utcquartermonth", "utcmonthdate", "utcmonthdatehours", "utcmonthdatehoursminutes", "utcmonthdatehoursminutesseconds", "utcweekday", "utcweeksdayhours", "utcweekdayhoursminutes", "utcweekdayhoursminutesseconds", "utcdayhours", "utcdayhoursminutes", "utcdayhoursminutesseconds", "utchoursminutes", "utchoursminutesseconds", "utcminutesseconds", "utcsecondsmilliseconds", ], UndefinedType, ] = Undefined, title: Union[str, None, "SchemaBase", Sequence[str], UndefinedType] = Undefined, type: Union[ "SchemaBase", Literal["quantitative", "ordinal", "temporal", "nominal"], UndefinedType, ] = Undefined, **kwds, ): super( FieldOrDatumDefWithConditionMarkPropFieldDefGradientstringnull, self ).__init__( shorthand=shorthand, aggregate=aggregate, bandPosition=bandPosition, bin=bin, condition=condition, field=field, legend=legend, scale=scale, sort=sort, timeUnit=timeUnit, title=title, type=type, **kwds, ) class MarkPropDefnumber(VegaLiteSchema): """MarkPropDefnumber schema wrapper""" _schema = {"$ref": "#/definitions/MarkPropDef"} def __init__(self, *args, **kwds): super(MarkPropDefnumber, self).__init__(*args, **kwds) class MarkPropDefnumberArray(VegaLiteSchema): """MarkPropDefnumberArray schema wrapper""" _schema = {"$ref": "#/definitions/MarkPropDef"} def __init__(self, *args, **kwds): super(MarkPropDefnumberArray, self).__init__(*args, **kwds) class MarkPropDefstringnullTypeForShape(VegaLiteSchema): """MarkPropDefstringnullTypeForShape schema wrapper""" _schema = {"$ref": "#/definitions/MarkPropDef<(string|null),TypeForShape>"} def __init__(self, *args, **kwds): super(MarkPropDefstringnullTypeForShape, self).__init__(*args, **kwds) class MarkType(VegaLiteSchema): """MarkType schema wrapper""" _schema = {"$ref": "#/definitions/MarkType"} def __init__(self, *args): super(MarkType, self).__init__(*args) class Month(VegaLiteSchema): """Month schema wrapper""" _schema = {"$ref": "#/definitions/Month"} def __init__(self, *args): super(Month, self).__init__(*args) class MultiLineString(Geometry): """MultiLineString schema wrapper MultiLineString geometry object. https://tools.ietf.org/html/rfc7946#section-3.1.5 Parameters ---------- coordinates : Sequence[Sequence[Sequence[float], :class:`Position`]] type : str Specifies the type of GeoJSON object. bbox : :class:`BBox`, Sequence[float] Bounding box of the coordinate range of the object's Geometries, Features, or Feature Collections. https://tools.ietf.org/html/rfc7946#section-5 """ _schema = {"$ref": "#/definitions/MultiLineString"} def __init__( self, coordinates: Union[ Sequence[Sequence[Union["SchemaBase", Sequence[float]]]], UndefinedType ] = Undefined, type: Union[str, UndefinedType] = Undefined, bbox: Union["SchemaBase", Sequence[float], UndefinedType] = Undefined, **kwds, ): super(MultiLineString, self).__init__( coordinates=coordinates, type=type, bbox=bbox, **kwds ) class MultiPoint(Geometry): """MultiPoint schema wrapper MultiPoint geometry object. https://tools.ietf.org/html/rfc7946#section-3.1.3 Parameters ---------- coordinates : Sequence[Sequence[float], :class:`Position`] type : str Specifies the type of GeoJSON object. bbox : :class:`BBox`, Sequence[float] Bounding box of the coordinate range of the object's Geometries, Features, or Feature Collections. https://tools.ietf.org/html/rfc7946#section-5 """ _schema = {"$ref": "#/definitions/MultiPoint"} def __init__( self, coordinates: Union[ Sequence[Union["SchemaBase", Sequence[float]]], UndefinedType ] = Undefined, type: Union[str, UndefinedType] = Undefined, bbox: Union["SchemaBase", Sequence[float], UndefinedType] = Undefined, **kwds, ): super(MultiPoint, self).__init__( coordinates=coordinates, type=type, bbox=bbox, **kwds ) class MultiPolygon(Geometry): """MultiPolygon schema wrapper MultiPolygon geometry object. https://tools.ietf.org/html/rfc7946#section-3.1.7 Parameters ---------- coordinates : Sequence[Sequence[Sequence[Sequence[float], :class:`Position`]]] type : str Specifies the type of GeoJSON object. bbox : :class:`BBox`, Sequence[float] Bounding box of the coordinate range of the object's Geometries, Features, or Feature Collections. https://tools.ietf.org/html/rfc7946#section-5 """ _schema = {"$ref": "#/definitions/MultiPolygon"} def __init__( self, coordinates: Union[ Sequence[Sequence[Sequence[Union["SchemaBase", Sequence[float]]]]], UndefinedType, ] = Undefined, type: Union[str, UndefinedType] = Undefined, bbox: Union["SchemaBase", Sequence[float], UndefinedType] = Undefined, **kwds, ): super(MultiPolygon, self).__init__( coordinates=coordinates, type=type, bbox=bbox, **kwds ) class NamedData(DataSource): """NamedData schema wrapper Parameters ---------- name : str Provide a placeholder name and bind data at runtime. New data may change the layout but Vega does not always resize the chart. To update the layout when the data updates, set `autosize `__ or explicitly use `view.resize `__. format : dict, :class:`DataFormat`, :class:`CsvDataFormat`, :class:`DsvDataFormat`, :class:`JsonDataFormat`, :class:`TopoDataFormat` An object that specifies the format for parsing the data. """ _schema = {"$ref": "#/definitions/NamedData"} def __init__( self, name: Union[str, UndefinedType] = Undefined, format: Union[dict, "SchemaBase", UndefinedType] = Undefined, **kwds, ): super(NamedData, self).__init__(name=name, format=format, **kwds) class NonArgAggregateOp(Aggregate): """NonArgAggregateOp schema wrapper""" _schema = {"$ref": "#/definitions/NonArgAggregateOp"} def __init__(self, *args): super(NonArgAggregateOp, self).__init__(*args) class NonNormalizedSpec(VegaLiteSchema): """NonNormalizedSpec schema wrapper Any specification in Vega-Lite. """ _schema = {"$ref": "#/definitions/NonNormalizedSpec"} def __init__(self, *args, **kwds): super(NonNormalizedSpec, self).__init__(*args, **kwds) class NumberLocale(VegaLiteSchema): """NumberLocale schema wrapper Locale definition for formatting numbers. Parameters ---------- currency : Sequence[str], :class:`Vector2string` The currency prefix and suffix (e.g., ["$", ""]). decimal : str The decimal point (e.g., "."). grouping : Sequence[float] The array of group sizes (e.g., [3]), cycled as needed. thousands : str The group separator (e.g., ","). minus : str The minus sign (defaults to hyphen-minus, "-"). nan : str The not-a-number value (defaults to "NaN"). numerals : Sequence[str], :class:`Vector10string` An array of ten strings to replace the numerals 0-9. percent : str The percent sign (defaults to "%"). """ _schema = {"$ref": "#/definitions/NumberLocale"} def __init__( self, currency: Union["SchemaBase", Sequence[str], UndefinedType] = Undefined, decimal: Union[str, UndefinedType] = Undefined, grouping: Union[Sequence[float], UndefinedType] = Undefined, thousands: Union[str, UndefinedType] = Undefined, minus: Union[str, UndefinedType] = Undefined, nan: Union[str, UndefinedType] = Undefined, numerals: Union["SchemaBase", Sequence[str], UndefinedType] = Undefined, percent: Union[str, UndefinedType] = Undefined, **kwds, ): super(NumberLocale, self).__init__( currency=currency, decimal=decimal, grouping=grouping, thousands=thousands, minus=minus, nan=nan, numerals=numerals, percent=percent, **kwds, ) class NumericArrayMarkPropDef(VegaLiteSchema): """NumericArrayMarkPropDef schema wrapper""" _schema = {"$ref": "#/definitions/NumericArrayMarkPropDef"} def __init__(self, *args, **kwds): super(NumericArrayMarkPropDef, self).__init__(*args, **kwds) class FieldOrDatumDefWithConditionDatumDefnumberArray( MarkPropDefnumberArray, NumericArrayMarkPropDef ): """FieldOrDatumDefWithConditionDatumDefnumberArray schema wrapper Parameters ---------- bandPosition : float Relative position on a band of a stacked, binned, time unit, or band scale. For example, the marks will be positioned at the beginning of the band if set to ``0``, and at the middle of the band if set to ``0.5``. condition : dict, :class:`ConditionalValueDefnumberArrayExprRef`, :class:`ConditionalParameterValueDefnumberArrayExprRef`, :class:`ConditionalPredicateValueDefnumberArrayExprRef`, Sequence[dict, :class:`ConditionalValueDefnumberArrayExprRef`, :class:`ConditionalParameterValueDefnumberArrayExprRef`, :class:`ConditionalPredicateValueDefnumberArrayExprRef`] One or more value definition(s) with `a parameter or a test predicate `__. **Note:** A field definition's ``condition`` property can only contain `conditional value definitions `__ since Vega-Lite only allows at most one encoded field per encoding channel. datum : str, bool, dict, None, float, :class:`ExprRef`, :class:`DateTime`, :class:`RepeatRef`, :class:`PrimitiveValue` A constant value in data domain. title : str, None, :class:`Text`, Sequence[str] A title for the field. If ``null``, the title will be removed. **Default value:** derived from the field's name and transformation function ( ``aggregate``, ``bin`` and ``timeUnit`` ). If the field has an aggregate function, the function is displayed as part of the title (e.g., ``"Sum of Profit"`` ). If the field is binned or has a time unit applied, the applied function is shown in parentheses (e.g., ``"Profit (binned)"``, ``"Transaction Date (year-month)"`` ). Otherwise, the title is simply the field name. **Notes** : 1) You can customize the default field title format by providing the `fieldTitle `__ property in the `config `__ or `fieldTitle function via the compile function's options `__. 2) If both field definition's ``title`` and axis, header, or legend ``title`` are defined, axis/header/legend title will be used. type : :class:`Type`, Literal['quantitative', 'ordinal', 'temporal', 'nominal', 'geojson'] The type of measurement ( ``"quantitative"``, ``"temporal"``, ``"ordinal"``, or ``"nominal"`` ) for the encoded field or constant value ( ``datum`` ). It can also be a ``"geojson"`` type for encoding `'geoshape' `__. Vega-Lite automatically infers data types in many cases as discussed below. However, type is required for a field if: (1) the field is not nominal and the field encoding has no specified ``aggregate`` (except ``argmin`` and ``argmax`` ), ``bin``, scale type, custom ``sort`` order, nor ``timeUnit`` or (2) if you wish to use an ordinal scale for a field with ``bin`` or ``timeUnit``. **Default value:** 1) For a data ``field``, ``"nominal"`` is the default data type unless the field encoding has ``aggregate``, ``channel``, ``bin``, scale type, ``sort``, or ``timeUnit`` that satisfies the following criteria: * ``"quantitative"`` is the default type if (1) the encoded field contains ``bin`` or ``aggregate`` except ``"argmin"`` and ``"argmax"``, (2) the encoding channel is ``latitude`` or ``longitude`` channel or (3) if the specified scale type is `a quantitative scale `__. * ``"temporal"`` is the default type if (1) the encoded field contains ``timeUnit`` or (2) the specified scale type is a time or utc scale * ``"ordinal"`` is the default type if (1) the encoded field contains a `custom sort order `__, (2) the specified scale type is an ordinal/point/band scale, or (3) the encoding channel is ``order``. 2) For a constant value in data domain ( ``datum`` ): * ``"quantitative"`` if the datum is a number * ``"nominal"`` if the datum is a string * ``"temporal"`` if the datum is `a date time object `__ **Note:** * Data ``type`` describes the semantics of the data rather than the primitive data types (number, string, etc.). The same primitive data type can have different types of measurement. For example, numeric data can represent quantitative, ordinal, or nominal data. * Data values for a temporal field can be either a date-time string (e.g., ``"2015-03-07 12:32:17"``, ``"17:01"``, ``"2015-03-16"``. ``"2015"`` ) or a timestamp number (e.g., ``1552199579097`` ). * When using with `bin `__, the ``type`` property can be either ``"quantitative"`` (for using a linear bin scale) or `"ordinal" (for using an ordinal bin scale) `__. * When using with `timeUnit `__, the ``type`` property can be either ``"temporal"`` (default, for using a temporal scale) or `"ordinal" (for using an ordinal scale) `__. * When using with `aggregate `__, the ``type`` property refers to the post-aggregation data type. For example, we can calculate count ``distinct`` of a categorical field ``"cat"`` using ``{"aggregate": "distinct", "field": "cat"}``. The ``"type"`` of the aggregate output is ``"quantitative"``. * Secondary channels (e.g., ``x2``, ``y2``, ``xError``, ``yError`` ) do not have ``type`` as they must have exactly the same type as their primary channels (e.g., ``x``, ``y`` ). **See also:** `type `__ documentation. """ _schema = {"$ref": "#/definitions/FieldOrDatumDefWithCondition"} def __init__( self, bandPosition: Union[float, UndefinedType] = Undefined, condition: Union[ dict, "SchemaBase", Sequence[Union[dict, "SchemaBase"]], UndefinedType ] = Undefined, datum: Union[ str, bool, dict, None, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, title: Union[str, None, "SchemaBase", Sequence[str], UndefinedType] = Undefined, type: Union[ "SchemaBase", Literal["quantitative", "ordinal", "temporal", "nominal", "geojson"], UndefinedType, ] = Undefined, **kwds, ): super(FieldOrDatumDefWithConditionDatumDefnumberArray, self).__init__( bandPosition=bandPosition, condition=condition, datum=datum, title=title, type=type, **kwds, ) class FieldOrDatumDefWithConditionMarkPropFieldDefnumberArray( MarkPropDefnumberArray, NumericArrayMarkPropDef ): """FieldOrDatumDefWithConditionMarkPropFieldDefnumberArray schema wrapper Parameters ---------- shorthand : str, dict, Sequence[str], :class:`RepeatRef` shorthand for field, aggregate, and type aggregate : dict, :class:`Aggregate`, :class:`ArgmaxDef`, :class:`ArgminDef`, :class:`NonArgAggregateOp`, Literal['average', 'count', 'distinct', 'max', 'mean', 'median', 'min', 'missing', 'product', 'q1', 'q3', 'ci0', 'ci1', 'stderr', 'stdev', 'stdevp', 'sum', 'valid', 'values', 'variance', 'variancep', 'exponential', 'exponentialb'] Aggregation function for the field (e.g., ``"mean"``, ``"sum"``, ``"median"``, ``"min"``, ``"max"``, ``"count"`` ). **Default value:** ``undefined`` (None) **See also:** `aggregate `__ documentation. bandPosition : float Relative position on a band of a stacked, binned, time unit, or band scale. For example, the marks will be positioned at the beginning of the band if set to ``0``, and at the middle of the band if set to ``0.5``. bin : bool, dict, None, :class:`BinParams` A flag for binning a ``quantitative`` field, `an object defining binning parameters `__, or indicating that the data for ``x`` or ``y`` channel are binned before they are imported into Vega-Lite ( ``"binned"`` ). If ``true``, default `binning parameters `__ will be applied. If ``"binned"``, this indicates that the data for the ``x`` (or ``y`` ) channel are already binned. You can map the bin-start field to ``x`` (or ``y`` ) and the bin-end field to ``x2`` (or ``y2`` ). The scale and axis will be formatted similar to binning in Vega-Lite. To adjust the axis ticks based on the bin step, you can also set the axis's `tickMinStep `__ property. **Default value:** ``false`` **See also:** `bin `__ documentation. condition : dict, :class:`ConditionalValueDefnumberArrayExprRef`, :class:`ConditionalParameterValueDefnumberArrayExprRef`, :class:`ConditionalPredicateValueDefnumberArrayExprRef`, Sequence[dict, :class:`ConditionalValueDefnumberArrayExprRef`, :class:`ConditionalParameterValueDefnumberArrayExprRef`, :class:`ConditionalPredicateValueDefnumberArrayExprRef`] One or more value definition(s) with `a parameter or a test predicate `__. **Note:** A field definition's ``condition`` property can only contain `conditional value definitions `__ since Vega-Lite only allows at most one encoded field per encoding channel. field : str, dict, :class:`Field`, :class:`FieldName`, :class:`RepeatRef` **Required.** A string defining the name of the field from which to pull a data value or an object defining iterated values from the `repeat `__ operator. **See also:** `field `__ documentation. **Notes:** 1) Dots ( ``.`` ) and brackets ( ``[`` and ``]`` ) can be used to access nested objects (e.g., ``"field": "foo.bar"`` and ``"field": "foo['bar']"`` ). If field names contain dots or brackets but are not nested, you can use ``\\`` to escape dots and brackets (e.g., ``"a\\.b"`` and ``"a\\[0\\]"`` ). See more details about escaping in the `field documentation `__. 2) ``field`` is not required if ``aggregate`` is ``count``. legend : dict, None, :class:`Legend` An object defining properties of the legend. If ``null``, the legend for the encoding channel will be removed. **Default value:** If undefined, default `legend properties `__ are applied. **See also:** `legend `__ documentation. scale : dict, None, :class:`Scale` An object defining properties of the channel's scale, which is the function that transforms values in the data domain (numbers, dates, strings, etc) to visual values (pixels, colors, sizes) of the encoding channels. If ``null``, the scale will be `disabled and the data value will be directly encoded `__. **Default value:** If undefined, default `scale properties `__ are applied. **See also:** `scale `__ documentation. sort : dict, None, :class:`Sort`, Sequence[str], Sequence[bool], Sequence[float], :class:`SortArray`, :class:`SortOrder`, :class:`AllSortString`, :class:`SortByChannel`, :class:`SortByEncoding`, :class:`EncodingSortField`, :class:`SortByChannelDesc`, Sequence[dict, :class:`DateTime`], Literal['ascending', 'descending'], Literal['x', 'y', 'color', 'fill', 'stroke', 'strokeWidth', 'size', 'shape', 'fillOpacity', 'strokeOpacity', 'opacity', 'text'], Literal['-x', '-y', '-color', '-fill', '-stroke', '-strokeWidth', '-size', '-shape', '-fillOpacity', '-strokeOpacity', '-opacity', '-text'] Sort order for the encoded field. For continuous fields (quantitative or temporal), ``sort`` can be either ``"ascending"`` or ``"descending"``. For discrete fields, ``sort`` can be one of the following: * ``"ascending"`` or ``"descending"`` -- for sorting by the values' natural order in JavaScript. * `A string indicating an encoding channel name to sort by `__ (e.g., ``"x"`` or ``"y"`` ) with an optional minus prefix for descending sort (e.g., ``"-x"`` to sort by x-field, descending). This channel string is short-form of `a sort-by-encoding definition `__. For example, ``"sort": "-x"`` is equivalent to ``"sort": {"encoding": "x", "order": "descending"}``. * `A sort field definition `__ for sorting by another field. * `An array specifying the field values in preferred order `__. In this case, the sort order will obey the values in the array, followed by any unspecified values in their original order. For discrete time field, values in the sort array can be `date-time definition objects `__. In addition, for time units ``"month"`` and ``"day"``, the values can be the month or day names (case insensitive) or their 3-letter initials (e.g., ``"Mon"``, ``"Tue"`` ). * ``null`` indicating no sort. **Default value:** ``"ascending"`` **Note:** ``null`` and sorting by another channel is not supported for ``row`` and ``column``. **See also:** `sort `__ documentation. timeUnit : dict, :class:`TimeUnit`, :class:`MultiTimeUnit`, :class:`BinnedTimeUnit`, :class:`SingleTimeUnit`, :class:`TimeUnitParams`, :class:`UtcMultiTimeUnit`, :class:`UtcSingleTimeUnit`, :class:`LocalMultiTimeUnit`, :class:`LocalSingleTimeUnit`, Literal['year', 'quarter', 'month', 'week', 'day', 'dayofyear', 'date', 'hours', 'minutes', 'seconds', 'milliseconds'], Literal['utcyear', 'utcquarter', 'utcmonth', 'utcweek', 'utcday', 'utcdayofyear', 'utcdate', 'utchours', 'utcminutes', 'utcseconds', 'utcmilliseconds'], Literal['binnedyear', 'binnedyearquarter', 'binnedyearquartermonth', 'binnedyearmonth', 'binnedyearmonthdate', 'binnedyearmonthdatehours', 'binnedyearmonthdatehoursminutes', 'binnedyearmonthdatehoursminutesseconds', 'binnedyearweek', 'binnedyearweekday', 'binnedyearweekdayhours', 'binnedyearweekdayhoursminutes', 'binnedyearweekdayhoursminutesseconds', 'binnedyeardayofyear'], Literal['binnedutcyear', 'binnedutcyearquarter', 'binnedutcyearquartermonth', 'binnedutcyearmonth', 'binnedutcyearmonthdate', 'binnedutcyearmonthdatehours', 'binnedutcyearmonthdatehoursminutes', 'binnedutcyearmonthdatehoursminutesseconds', 'binnedutcyearweek', 'binnedutcyearweekday', 'binnedutcyearweekdayhours', 'binnedutcyearweekdayhoursminutes', 'binnedutcyearweekdayhoursminutesseconds', 'binnedutcyeardayofyear'], Literal['yearquarter', 'yearquartermonth', 'yearmonth', 'yearmonthdate', 'yearmonthdatehours', 'yearmonthdatehoursminutes', 'yearmonthdatehoursminutesseconds', 'yearweek', 'yearweekday', 'yearweekdayhours', 'yearweekdayhoursminutes', 'yearweekdayhoursminutesseconds', 'yeardayofyear', 'quartermonth', 'monthdate', 'monthdatehours', 'monthdatehoursminutes', 'monthdatehoursminutesseconds', 'weekday', 'weekdayhours', 'weekdayhoursminutes', 'weekdayhoursminutesseconds', 'dayhours', 'dayhoursminutes', 'dayhoursminutesseconds', 'hoursminutes', 'hoursminutesseconds', 'minutesseconds', 'secondsmilliseconds'], Literal['utcyearquarter', 'utcyearquartermonth', 'utcyearmonth', 'utcyearmonthdate', 'utcyearmonthdatehours', 'utcyearmonthdatehoursminutes', 'utcyearmonthdatehoursminutesseconds', 'utcyearweek', 'utcyearweekday', 'utcyearweekdayhours', 'utcyearweekdayhoursminutes', 'utcyearweekdayhoursminutesseconds', 'utcyeardayofyear', 'utcquartermonth', 'utcmonthdate', 'utcmonthdatehours', 'utcmonthdatehoursminutes', 'utcmonthdatehoursminutesseconds', 'utcweekday', 'utcweeksdayhours', 'utcweekdayhoursminutes', 'utcweekdayhoursminutesseconds', 'utcdayhours', 'utcdayhoursminutes', 'utcdayhoursminutesseconds', 'utchoursminutes', 'utchoursminutesseconds', 'utcminutesseconds', 'utcsecondsmilliseconds'] Time unit (e.g., ``year``, ``yearmonth``, ``month``, ``hours`` ) for a temporal field. or `a temporal field that gets casted as ordinal `__. **Default value:** ``undefined`` (None) **See also:** `timeUnit `__ documentation. title : str, None, :class:`Text`, Sequence[str] A title for the field. If ``null``, the title will be removed. **Default value:** derived from the field's name and transformation function ( ``aggregate``, ``bin`` and ``timeUnit`` ). If the field has an aggregate function, the function is displayed as part of the title (e.g., ``"Sum of Profit"`` ). If the field is binned or has a time unit applied, the applied function is shown in parentheses (e.g., ``"Profit (binned)"``, ``"Transaction Date (year-month)"`` ). Otherwise, the title is simply the field name. **Notes** : 1) You can customize the default field title format by providing the `fieldTitle `__ property in the `config `__ or `fieldTitle function via the compile function's options `__. 2) If both field definition's ``title`` and axis, header, or legend ``title`` are defined, axis/header/legend title will be used. type : :class:`StandardType`, Literal['quantitative', 'ordinal', 'temporal', 'nominal'] The type of measurement ( ``"quantitative"``, ``"temporal"``, ``"ordinal"``, or ``"nominal"`` ) for the encoded field or constant value ( ``datum`` ). It can also be a ``"geojson"`` type for encoding `'geoshape' `__. Vega-Lite automatically infers data types in many cases as discussed below. However, type is required for a field if: (1) the field is not nominal and the field encoding has no specified ``aggregate`` (except ``argmin`` and ``argmax`` ), ``bin``, scale type, custom ``sort`` order, nor ``timeUnit`` or (2) if you wish to use an ordinal scale for a field with ``bin`` or ``timeUnit``. **Default value:** 1) For a data ``field``, ``"nominal"`` is the default data type unless the field encoding has ``aggregate``, ``channel``, ``bin``, scale type, ``sort``, or ``timeUnit`` that satisfies the following criteria: * ``"quantitative"`` is the default type if (1) the encoded field contains ``bin`` or ``aggregate`` except ``"argmin"`` and ``"argmax"``, (2) the encoding channel is ``latitude`` or ``longitude`` channel or (3) if the specified scale type is `a quantitative scale `__. * ``"temporal"`` is the default type if (1) the encoded field contains ``timeUnit`` or (2) the specified scale type is a time or utc scale * ``"ordinal"`` is the default type if (1) the encoded field contains a `custom sort order `__, (2) the specified scale type is an ordinal/point/band scale, or (3) the encoding channel is ``order``. 2) For a constant value in data domain ( ``datum`` ): * ``"quantitative"`` if the datum is a number * ``"nominal"`` if the datum is a string * ``"temporal"`` if the datum is `a date time object `__ **Note:** * Data ``type`` describes the semantics of the data rather than the primitive data types (number, string, etc.). The same primitive data type can have different types of measurement. For example, numeric data can represent quantitative, ordinal, or nominal data. * Data values for a temporal field can be either a date-time string (e.g., ``"2015-03-07 12:32:17"``, ``"17:01"``, ``"2015-03-16"``. ``"2015"`` ) or a timestamp number (e.g., ``1552199579097`` ). * When using with `bin `__, the ``type`` property can be either ``"quantitative"`` (for using a linear bin scale) or `"ordinal" (for using an ordinal bin scale) `__. * When using with `timeUnit `__, the ``type`` property can be either ``"temporal"`` (default, for using a temporal scale) or `"ordinal" (for using an ordinal scale) `__. * When using with `aggregate `__, the ``type`` property refers to the post-aggregation data type. For example, we can calculate count ``distinct`` of a categorical field ``"cat"`` using ``{"aggregate": "distinct", "field": "cat"}``. The ``"type"`` of the aggregate output is ``"quantitative"``. * Secondary channels (e.g., ``x2``, ``y2``, ``xError``, ``yError`` ) do not have ``type`` as they must have exactly the same type as their primary channels (e.g., ``x``, ``y`` ). **See also:** `type `__ documentation. """ _schema = { "$ref": "#/definitions/FieldOrDatumDefWithCondition" } def __init__( self, shorthand: Union[ str, dict, "SchemaBase", Sequence[str], UndefinedType ] = Undefined, aggregate: Union[ dict, "SchemaBase", Literal[ "average", "count", "distinct", "max", "mean", "median", "min", "missing", "product", "q1", "q3", "ci0", "ci1", "stderr", "stdev", "stdevp", "sum", "valid", "values", "variance", "variancep", "exponential", "exponentialb", ], UndefinedType, ] = Undefined, bandPosition: Union[float, UndefinedType] = Undefined, bin: Union[bool, dict, None, "SchemaBase", UndefinedType] = Undefined, condition: Union[ dict, "SchemaBase", Sequence[Union[dict, "SchemaBase"]], UndefinedType ] = Undefined, field: Union[str, dict, "SchemaBase", UndefinedType] = Undefined, legend: Union[dict, None, "SchemaBase", UndefinedType] = Undefined, scale: Union[dict, None, "SchemaBase", UndefinedType] = Undefined, sort: Union[ dict, None, "SchemaBase", Sequence[str], Sequence[bool], Sequence[float], Literal["ascending", "descending"], Sequence[Union[dict, "SchemaBase"]], Literal[ "x", "y", "color", "fill", "stroke", "strokeWidth", "size", "shape", "fillOpacity", "strokeOpacity", "opacity", "text", ], Literal[ "-x", "-y", "-color", "-fill", "-stroke", "-strokeWidth", "-size", "-shape", "-fillOpacity", "-strokeOpacity", "-opacity", "-text", ], UndefinedType, ] = Undefined, timeUnit: Union[ dict, "SchemaBase", Literal[ "year", "quarter", "month", "week", "day", "dayofyear", "date", "hours", "minutes", "seconds", "milliseconds", ], Literal[ "utcyear", "utcquarter", "utcmonth", "utcweek", "utcday", "utcdayofyear", "utcdate", "utchours", "utcminutes", "utcseconds", "utcmilliseconds", ], Literal[ "binnedyear", "binnedyearquarter", "binnedyearquartermonth", "binnedyearmonth", "binnedyearmonthdate", "binnedyearmonthdatehours", "binnedyearmonthdatehoursminutes", "binnedyearmonthdatehoursminutesseconds", "binnedyearweek", "binnedyearweekday", "binnedyearweekdayhours", "binnedyearweekdayhoursminutes", "binnedyearweekdayhoursminutesseconds", "binnedyeardayofyear", ], Literal[ "binnedutcyear", "binnedutcyearquarter", "binnedutcyearquartermonth", "binnedutcyearmonth", "binnedutcyearmonthdate", "binnedutcyearmonthdatehours", "binnedutcyearmonthdatehoursminutes", "binnedutcyearmonthdatehoursminutesseconds", "binnedutcyearweek", "binnedutcyearweekday", "binnedutcyearweekdayhours", "binnedutcyearweekdayhoursminutes", "binnedutcyearweekdayhoursminutesseconds", "binnedutcyeardayofyear", ], Literal[ "yearquarter", "yearquartermonth", "yearmonth", "yearmonthdate", "yearmonthdatehours", "yearmonthdatehoursminutes", "yearmonthdatehoursminutesseconds", "yearweek", "yearweekday", "yearweekdayhours", "yearweekdayhoursminutes", "yearweekdayhoursminutesseconds", "yeardayofyear", "quartermonth", "monthdate", "monthdatehours", "monthdatehoursminutes", "monthdatehoursminutesseconds", "weekday", "weekdayhours", "weekdayhoursminutes", "weekdayhoursminutesseconds", "dayhours", "dayhoursminutes", "dayhoursminutesseconds", "hoursminutes", "hoursminutesseconds", "minutesseconds", "secondsmilliseconds", ], Literal[ "utcyearquarter", "utcyearquartermonth", "utcyearmonth", "utcyearmonthdate", "utcyearmonthdatehours", "utcyearmonthdatehoursminutes", "utcyearmonthdatehoursminutesseconds", "utcyearweek", "utcyearweekday", "utcyearweekdayhours", "utcyearweekdayhoursminutes", "utcyearweekdayhoursminutesseconds", "utcyeardayofyear", "utcquartermonth", "utcmonthdate", "utcmonthdatehours", "utcmonthdatehoursminutes", "utcmonthdatehoursminutesseconds", "utcweekday", "utcweeksdayhours", "utcweekdayhoursminutes", "utcweekdayhoursminutesseconds", "utcdayhours", "utcdayhoursminutes", "utcdayhoursminutesseconds", "utchoursminutes", "utchoursminutesseconds", "utcminutesseconds", "utcsecondsmilliseconds", ], UndefinedType, ] = Undefined, title: Union[str, None, "SchemaBase", Sequence[str], UndefinedType] = Undefined, type: Union[ "SchemaBase", Literal["quantitative", "ordinal", "temporal", "nominal"], UndefinedType, ] = Undefined, **kwds, ): super(FieldOrDatumDefWithConditionMarkPropFieldDefnumberArray, self).__init__( shorthand=shorthand, aggregate=aggregate, bandPosition=bandPosition, bin=bin, condition=condition, field=field, legend=legend, scale=scale, sort=sort, timeUnit=timeUnit, title=title, type=type, **kwds, ) class NumericMarkPropDef(VegaLiteSchema): """NumericMarkPropDef schema wrapper""" _schema = {"$ref": "#/definitions/NumericMarkPropDef"} def __init__(self, *args, **kwds): super(NumericMarkPropDef, self).__init__(*args, **kwds) class FieldOrDatumDefWithConditionDatumDefnumber(MarkPropDefnumber, NumericMarkPropDef): """FieldOrDatumDefWithConditionDatumDefnumber schema wrapper Parameters ---------- bandPosition : float Relative position on a band of a stacked, binned, time unit, or band scale. For example, the marks will be positioned at the beginning of the band if set to ``0``, and at the middle of the band if set to ``0.5``. condition : dict, :class:`ConditionalValueDefnumberExprRef`, :class:`ConditionalParameterValueDefnumberExprRef`, :class:`ConditionalPredicateValueDefnumberExprRef`, Sequence[dict, :class:`ConditionalValueDefnumberExprRef`, :class:`ConditionalParameterValueDefnumberExprRef`, :class:`ConditionalPredicateValueDefnumberExprRef`] One or more value definition(s) with `a parameter or a test predicate `__. **Note:** A field definition's ``condition`` property can only contain `conditional value definitions `__ since Vega-Lite only allows at most one encoded field per encoding channel. datum : str, bool, dict, None, float, :class:`ExprRef`, :class:`DateTime`, :class:`RepeatRef`, :class:`PrimitiveValue` A constant value in data domain. title : str, None, :class:`Text`, Sequence[str] A title for the field. If ``null``, the title will be removed. **Default value:** derived from the field's name and transformation function ( ``aggregate``, ``bin`` and ``timeUnit`` ). If the field has an aggregate function, the function is displayed as part of the title (e.g., ``"Sum of Profit"`` ). If the field is binned or has a time unit applied, the applied function is shown in parentheses (e.g., ``"Profit (binned)"``, ``"Transaction Date (year-month)"`` ). Otherwise, the title is simply the field name. **Notes** : 1) You can customize the default field title format by providing the `fieldTitle `__ property in the `config `__ or `fieldTitle function via the compile function's options `__. 2) If both field definition's ``title`` and axis, header, or legend ``title`` are defined, axis/header/legend title will be used. type : :class:`Type`, Literal['quantitative', 'ordinal', 'temporal', 'nominal', 'geojson'] The type of measurement ( ``"quantitative"``, ``"temporal"``, ``"ordinal"``, or ``"nominal"`` ) for the encoded field or constant value ( ``datum`` ). It can also be a ``"geojson"`` type for encoding `'geoshape' `__. Vega-Lite automatically infers data types in many cases as discussed below. However, type is required for a field if: (1) the field is not nominal and the field encoding has no specified ``aggregate`` (except ``argmin`` and ``argmax`` ), ``bin``, scale type, custom ``sort`` order, nor ``timeUnit`` or (2) if you wish to use an ordinal scale for a field with ``bin`` or ``timeUnit``. **Default value:** 1) For a data ``field``, ``"nominal"`` is the default data type unless the field encoding has ``aggregate``, ``channel``, ``bin``, scale type, ``sort``, or ``timeUnit`` that satisfies the following criteria: * ``"quantitative"`` is the default type if (1) the encoded field contains ``bin`` or ``aggregate`` except ``"argmin"`` and ``"argmax"``, (2) the encoding channel is ``latitude`` or ``longitude`` channel or (3) if the specified scale type is `a quantitative scale `__. * ``"temporal"`` is the default type if (1) the encoded field contains ``timeUnit`` or (2) the specified scale type is a time or utc scale * ``"ordinal"`` is the default type if (1) the encoded field contains a `custom sort order `__, (2) the specified scale type is an ordinal/point/band scale, or (3) the encoding channel is ``order``. 2) For a constant value in data domain ( ``datum`` ): * ``"quantitative"`` if the datum is a number * ``"nominal"`` if the datum is a string * ``"temporal"`` if the datum is `a date time object `__ **Note:** * Data ``type`` describes the semantics of the data rather than the primitive data types (number, string, etc.). The same primitive data type can have different types of measurement. For example, numeric data can represent quantitative, ordinal, or nominal data. * Data values for a temporal field can be either a date-time string (e.g., ``"2015-03-07 12:32:17"``, ``"17:01"``, ``"2015-03-16"``. ``"2015"`` ) or a timestamp number (e.g., ``1552199579097`` ). * When using with `bin `__, the ``type`` property can be either ``"quantitative"`` (for using a linear bin scale) or `"ordinal" (for using an ordinal bin scale) `__. * When using with `timeUnit `__, the ``type`` property can be either ``"temporal"`` (default, for using a temporal scale) or `"ordinal" (for using an ordinal scale) `__. * When using with `aggregate `__, the ``type`` property refers to the post-aggregation data type. For example, we can calculate count ``distinct`` of a categorical field ``"cat"`` using ``{"aggregate": "distinct", "field": "cat"}``. The ``"type"`` of the aggregate output is ``"quantitative"``. * Secondary channels (e.g., ``x2``, ``y2``, ``xError``, ``yError`` ) do not have ``type`` as they must have exactly the same type as their primary channels (e.g., ``x``, ``y`` ). **See also:** `type `__ documentation. """ _schema = {"$ref": "#/definitions/FieldOrDatumDefWithCondition"} def __init__( self, bandPosition: Union[float, UndefinedType] = Undefined, condition: Union[ dict, "SchemaBase", Sequence[Union[dict, "SchemaBase"]], UndefinedType ] = Undefined, datum: Union[ str, bool, dict, None, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, title: Union[str, None, "SchemaBase", Sequence[str], UndefinedType] = Undefined, type: Union[ "SchemaBase", Literal["quantitative", "ordinal", "temporal", "nominal", "geojson"], UndefinedType, ] = Undefined, **kwds, ): super(FieldOrDatumDefWithConditionDatumDefnumber, self).__init__( bandPosition=bandPosition, condition=condition, datum=datum, title=title, type=type, **kwds, ) class FieldOrDatumDefWithConditionMarkPropFieldDefnumber( MarkPropDefnumber, NumericMarkPropDef ): """FieldOrDatumDefWithConditionMarkPropFieldDefnumber schema wrapper Parameters ---------- shorthand : str, dict, Sequence[str], :class:`RepeatRef` shorthand for field, aggregate, and type aggregate : dict, :class:`Aggregate`, :class:`ArgmaxDef`, :class:`ArgminDef`, :class:`NonArgAggregateOp`, Literal['average', 'count', 'distinct', 'max', 'mean', 'median', 'min', 'missing', 'product', 'q1', 'q3', 'ci0', 'ci1', 'stderr', 'stdev', 'stdevp', 'sum', 'valid', 'values', 'variance', 'variancep', 'exponential', 'exponentialb'] Aggregation function for the field (e.g., ``"mean"``, ``"sum"``, ``"median"``, ``"min"``, ``"max"``, ``"count"`` ). **Default value:** ``undefined`` (None) **See also:** `aggregate `__ documentation. bandPosition : float Relative position on a band of a stacked, binned, time unit, or band scale. For example, the marks will be positioned at the beginning of the band if set to ``0``, and at the middle of the band if set to ``0.5``. bin : bool, dict, None, :class:`BinParams` A flag for binning a ``quantitative`` field, `an object defining binning parameters `__, or indicating that the data for ``x`` or ``y`` channel are binned before they are imported into Vega-Lite ( ``"binned"`` ). If ``true``, default `binning parameters `__ will be applied. If ``"binned"``, this indicates that the data for the ``x`` (or ``y`` ) channel are already binned. You can map the bin-start field to ``x`` (or ``y`` ) and the bin-end field to ``x2`` (or ``y2`` ). The scale and axis will be formatted similar to binning in Vega-Lite. To adjust the axis ticks based on the bin step, you can also set the axis's `tickMinStep `__ property. **Default value:** ``false`` **See also:** `bin `__ documentation. condition : dict, :class:`ConditionalValueDefnumberExprRef`, :class:`ConditionalParameterValueDefnumberExprRef`, :class:`ConditionalPredicateValueDefnumberExprRef`, Sequence[dict, :class:`ConditionalValueDefnumberExprRef`, :class:`ConditionalParameterValueDefnumberExprRef`, :class:`ConditionalPredicateValueDefnumberExprRef`] One or more value definition(s) with `a parameter or a test predicate `__. **Note:** A field definition's ``condition`` property can only contain `conditional value definitions `__ since Vega-Lite only allows at most one encoded field per encoding channel. field : str, dict, :class:`Field`, :class:`FieldName`, :class:`RepeatRef` **Required.** A string defining the name of the field from which to pull a data value or an object defining iterated values from the `repeat `__ operator. **See also:** `field `__ documentation. **Notes:** 1) Dots ( ``.`` ) and brackets ( ``[`` and ``]`` ) can be used to access nested objects (e.g., ``"field": "foo.bar"`` and ``"field": "foo['bar']"`` ). If field names contain dots or brackets but are not nested, you can use ``\\`` to escape dots and brackets (e.g., ``"a\\.b"`` and ``"a\\[0\\]"`` ). See more details about escaping in the `field documentation `__. 2) ``field`` is not required if ``aggregate`` is ``count``. legend : dict, None, :class:`Legend` An object defining properties of the legend. If ``null``, the legend for the encoding channel will be removed. **Default value:** If undefined, default `legend properties `__ are applied. **See also:** `legend `__ documentation. scale : dict, None, :class:`Scale` An object defining properties of the channel's scale, which is the function that transforms values in the data domain (numbers, dates, strings, etc) to visual values (pixels, colors, sizes) of the encoding channels. If ``null``, the scale will be `disabled and the data value will be directly encoded `__. **Default value:** If undefined, default `scale properties `__ are applied. **See also:** `scale `__ documentation. sort : dict, None, :class:`Sort`, Sequence[str], Sequence[bool], Sequence[float], :class:`SortArray`, :class:`SortOrder`, :class:`AllSortString`, :class:`SortByChannel`, :class:`SortByEncoding`, :class:`EncodingSortField`, :class:`SortByChannelDesc`, Sequence[dict, :class:`DateTime`], Literal['ascending', 'descending'], Literal['x', 'y', 'color', 'fill', 'stroke', 'strokeWidth', 'size', 'shape', 'fillOpacity', 'strokeOpacity', 'opacity', 'text'], Literal['-x', '-y', '-color', '-fill', '-stroke', '-strokeWidth', '-size', '-shape', '-fillOpacity', '-strokeOpacity', '-opacity', '-text'] Sort order for the encoded field. For continuous fields (quantitative or temporal), ``sort`` can be either ``"ascending"`` or ``"descending"``. For discrete fields, ``sort`` can be one of the following: * ``"ascending"`` or ``"descending"`` -- for sorting by the values' natural order in JavaScript. * `A string indicating an encoding channel name to sort by `__ (e.g., ``"x"`` or ``"y"`` ) with an optional minus prefix for descending sort (e.g., ``"-x"`` to sort by x-field, descending). This channel string is short-form of `a sort-by-encoding definition `__. For example, ``"sort": "-x"`` is equivalent to ``"sort": {"encoding": "x", "order": "descending"}``. * `A sort field definition `__ for sorting by another field. * `An array specifying the field values in preferred order `__. In this case, the sort order will obey the values in the array, followed by any unspecified values in their original order. For discrete time field, values in the sort array can be `date-time definition objects `__. In addition, for time units ``"month"`` and ``"day"``, the values can be the month or day names (case insensitive) or their 3-letter initials (e.g., ``"Mon"``, ``"Tue"`` ). * ``null`` indicating no sort. **Default value:** ``"ascending"`` **Note:** ``null`` and sorting by another channel is not supported for ``row`` and ``column``. **See also:** `sort `__ documentation. timeUnit : dict, :class:`TimeUnit`, :class:`MultiTimeUnit`, :class:`BinnedTimeUnit`, :class:`SingleTimeUnit`, :class:`TimeUnitParams`, :class:`UtcMultiTimeUnit`, :class:`UtcSingleTimeUnit`, :class:`LocalMultiTimeUnit`, :class:`LocalSingleTimeUnit`, Literal['year', 'quarter', 'month', 'week', 'day', 'dayofyear', 'date', 'hours', 'minutes', 'seconds', 'milliseconds'], Literal['utcyear', 'utcquarter', 'utcmonth', 'utcweek', 'utcday', 'utcdayofyear', 'utcdate', 'utchours', 'utcminutes', 'utcseconds', 'utcmilliseconds'], Literal['binnedyear', 'binnedyearquarter', 'binnedyearquartermonth', 'binnedyearmonth', 'binnedyearmonthdate', 'binnedyearmonthdatehours', 'binnedyearmonthdatehoursminutes', 'binnedyearmonthdatehoursminutesseconds', 'binnedyearweek', 'binnedyearweekday', 'binnedyearweekdayhours', 'binnedyearweekdayhoursminutes', 'binnedyearweekdayhoursminutesseconds', 'binnedyeardayofyear'], Literal['binnedutcyear', 'binnedutcyearquarter', 'binnedutcyearquartermonth', 'binnedutcyearmonth', 'binnedutcyearmonthdate', 'binnedutcyearmonthdatehours', 'binnedutcyearmonthdatehoursminutes', 'binnedutcyearmonthdatehoursminutesseconds', 'binnedutcyearweek', 'binnedutcyearweekday', 'binnedutcyearweekdayhours', 'binnedutcyearweekdayhoursminutes', 'binnedutcyearweekdayhoursminutesseconds', 'binnedutcyeardayofyear'], Literal['yearquarter', 'yearquartermonth', 'yearmonth', 'yearmonthdate', 'yearmonthdatehours', 'yearmonthdatehoursminutes', 'yearmonthdatehoursminutesseconds', 'yearweek', 'yearweekday', 'yearweekdayhours', 'yearweekdayhoursminutes', 'yearweekdayhoursminutesseconds', 'yeardayofyear', 'quartermonth', 'monthdate', 'monthdatehours', 'monthdatehoursminutes', 'monthdatehoursminutesseconds', 'weekday', 'weekdayhours', 'weekdayhoursminutes', 'weekdayhoursminutesseconds', 'dayhours', 'dayhoursminutes', 'dayhoursminutesseconds', 'hoursminutes', 'hoursminutesseconds', 'minutesseconds', 'secondsmilliseconds'], Literal['utcyearquarter', 'utcyearquartermonth', 'utcyearmonth', 'utcyearmonthdate', 'utcyearmonthdatehours', 'utcyearmonthdatehoursminutes', 'utcyearmonthdatehoursminutesseconds', 'utcyearweek', 'utcyearweekday', 'utcyearweekdayhours', 'utcyearweekdayhoursminutes', 'utcyearweekdayhoursminutesseconds', 'utcyeardayofyear', 'utcquartermonth', 'utcmonthdate', 'utcmonthdatehours', 'utcmonthdatehoursminutes', 'utcmonthdatehoursminutesseconds', 'utcweekday', 'utcweeksdayhours', 'utcweekdayhoursminutes', 'utcweekdayhoursminutesseconds', 'utcdayhours', 'utcdayhoursminutes', 'utcdayhoursminutesseconds', 'utchoursminutes', 'utchoursminutesseconds', 'utcminutesseconds', 'utcsecondsmilliseconds'] Time unit (e.g., ``year``, ``yearmonth``, ``month``, ``hours`` ) for a temporal field. or `a temporal field that gets casted as ordinal `__. **Default value:** ``undefined`` (None) **See also:** `timeUnit `__ documentation. title : str, None, :class:`Text`, Sequence[str] A title for the field. If ``null``, the title will be removed. **Default value:** derived from the field's name and transformation function ( ``aggregate``, ``bin`` and ``timeUnit`` ). If the field has an aggregate function, the function is displayed as part of the title (e.g., ``"Sum of Profit"`` ). If the field is binned or has a time unit applied, the applied function is shown in parentheses (e.g., ``"Profit (binned)"``, ``"Transaction Date (year-month)"`` ). Otherwise, the title is simply the field name. **Notes** : 1) You can customize the default field title format by providing the `fieldTitle `__ property in the `config `__ or `fieldTitle function via the compile function's options `__. 2) If both field definition's ``title`` and axis, header, or legend ``title`` are defined, axis/header/legend title will be used. type : :class:`StandardType`, Literal['quantitative', 'ordinal', 'temporal', 'nominal'] The type of measurement ( ``"quantitative"``, ``"temporal"``, ``"ordinal"``, or ``"nominal"`` ) for the encoded field or constant value ( ``datum`` ). It can also be a ``"geojson"`` type for encoding `'geoshape' `__. Vega-Lite automatically infers data types in many cases as discussed below. However, type is required for a field if: (1) the field is not nominal and the field encoding has no specified ``aggregate`` (except ``argmin`` and ``argmax`` ), ``bin``, scale type, custom ``sort`` order, nor ``timeUnit`` or (2) if you wish to use an ordinal scale for a field with ``bin`` or ``timeUnit``. **Default value:** 1) For a data ``field``, ``"nominal"`` is the default data type unless the field encoding has ``aggregate``, ``channel``, ``bin``, scale type, ``sort``, or ``timeUnit`` that satisfies the following criteria: * ``"quantitative"`` is the default type if (1) the encoded field contains ``bin`` or ``aggregate`` except ``"argmin"`` and ``"argmax"``, (2) the encoding channel is ``latitude`` or ``longitude`` channel or (3) if the specified scale type is `a quantitative scale `__. * ``"temporal"`` is the default type if (1) the encoded field contains ``timeUnit`` or (2) the specified scale type is a time or utc scale * ``"ordinal"`` is the default type if (1) the encoded field contains a `custom sort order `__, (2) the specified scale type is an ordinal/point/band scale, or (3) the encoding channel is ``order``. 2) For a constant value in data domain ( ``datum`` ): * ``"quantitative"`` if the datum is a number * ``"nominal"`` if the datum is a string * ``"temporal"`` if the datum is `a date time object `__ **Note:** * Data ``type`` describes the semantics of the data rather than the primitive data types (number, string, etc.). The same primitive data type can have different types of measurement. For example, numeric data can represent quantitative, ordinal, or nominal data. * Data values for a temporal field can be either a date-time string (e.g., ``"2015-03-07 12:32:17"``, ``"17:01"``, ``"2015-03-16"``. ``"2015"`` ) or a timestamp number (e.g., ``1552199579097`` ). * When using with `bin `__, the ``type`` property can be either ``"quantitative"`` (for using a linear bin scale) or `"ordinal" (for using an ordinal bin scale) `__. * When using with `timeUnit `__, the ``type`` property can be either ``"temporal"`` (default, for using a temporal scale) or `"ordinal" (for using an ordinal scale) `__. * When using with `aggregate `__, the ``type`` property refers to the post-aggregation data type. For example, we can calculate count ``distinct`` of a categorical field ``"cat"`` using ``{"aggregate": "distinct", "field": "cat"}``. The ``"type"`` of the aggregate output is ``"quantitative"``. * Secondary channels (e.g., ``x2``, ``y2``, ``xError``, ``yError`` ) do not have ``type`` as they must have exactly the same type as their primary channels (e.g., ``x``, ``y`` ). **See also:** `type `__ documentation. """ _schema = { "$ref": "#/definitions/FieldOrDatumDefWithCondition" } def __init__( self, shorthand: Union[ str, dict, "SchemaBase", Sequence[str], UndefinedType ] = Undefined, aggregate: Union[ dict, "SchemaBase", Literal[ "average", "count", "distinct", "max", "mean", "median", "min", "missing", "product", "q1", "q3", "ci0", "ci1", "stderr", "stdev", "stdevp", "sum", "valid", "values", "variance", "variancep", "exponential", "exponentialb", ], UndefinedType, ] = Undefined, bandPosition: Union[float, UndefinedType] = Undefined, bin: Union[bool, dict, None, "SchemaBase", UndefinedType] = Undefined, condition: Union[ dict, "SchemaBase", Sequence[Union[dict, "SchemaBase"]], UndefinedType ] = Undefined, field: Union[str, dict, "SchemaBase", UndefinedType] = Undefined, legend: Union[dict, None, "SchemaBase", UndefinedType] = Undefined, scale: Union[dict, None, "SchemaBase", UndefinedType] = Undefined, sort: Union[ dict, None, "SchemaBase", Sequence[str], Sequence[bool], Sequence[float], Literal["ascending", "descending"], Sequence[Union[dict, "SchemaBase"]], Literal[ "x", "y", "color", "fill", "stroke", "strokeWidth", "size", "shape", "fillOpacity", "strokeOpacity", "opacity", "text", ], Literal[ "-x", "-y", "-color", "-fill", "-stroke", "-strokeWidth", "-size", "-shape", "-fillOpacity", "-strokeOpacity", "-opacity", "-text", ], UndefinedType, ] = Undefined, timeUnit: Union[ dict, "SchemaBase", Literal[ "year", "quarter", "month", "week", "day", "dayofyear", "date", "hours", "minutes", "seconds", "milliseconds", ], Literal[ "utcyear", "utcquarter", "utcmonth", "utcweek", "utcday", "utcdayofyear", "utcdate", "utchours", "utcminutes", "utcseconds", "utcmilliseconds", ], Literal[ "binnedyear", "binnedyearquarter", "binnedyearquartermonth", "binnedyearmonth", "binnedyearmonthdate", "binnedyearmonthdatehours", "binnedyearmonthdatehoursminutes", "binnedyearmonthdatehoursminutesseconds", "binnedyearweek", "binnedyearweekday", "binnedyearweekdayhours", "binnedyearweekdayhoursminutes", "binnedyearweekdayhoursminutesseconds", "binnedyeardayofyear", ], Literal[ "binnedutcyear", "binnedutcyearquarter", "binnedutcyearquartermonth", "binnedutcyearmonth", "binnedutcyearmonthdate", "binnedutcyearmonthdatehours", "binnedutcyearmonthdatehoursminutes", "binnedutcyearmonthdatehoursminutesseconds", "binnedutcyearweek", "binnedutcyearweekday", "binnedutcyearweekdayhours", "binnedutcyearweekdayhoursminutes", "binnedutcyearweekdayhoursminutesseconds", "binnedutcyeardayofyear", ], Literal[ "yearquarter", "yearquartermonth", "yearmonth", "yearmonthdate", "yearmonthdatehours", "yearmonthdatehoursminutes", "yearmonthdatehoursminutesseconds", "yearweek", "yearweekday", "yearweekdayhours", "yearweekdayhoursminutes", "yearweekdayhoursminutesseconds", "yeardayofyear", "quartermonth", "monthdate", "monthdatehours", "monthdatehoursminutes", "monthdatehoursminutesseconds", "weekday", "weekdayhours", "weekdayhoursminutes", "weekdayhoursminutesseconds", "dayhours", "dayhoursminutes", "dayhoursminutesseconds", "hoursminutes", "hoursminutesseconds", "minutesseconds", "secondsmilliseconds", ], Literal[ "utcyearquarter", "utcyearquartermonth", "utcyearmonth", "utcyearmonthdate", "utcyearmonthdatehours", "utcyearmonthdatehoursminutes", "utcyearmonthdatehoursminutesseconds", "utcyearweek", "utcyearweekday", "utcyearweekdayhours", "utcyearweekdayhoursminutes", "utcyearweekdayhoursminutesseconds", "utcyeardayofyear", "utcquartermonth", "utcmonthdate", "utcmonthdatehours", "utcmonthdatehoursminutes", "utcmonthdatehoursminutesseconds", "utcweekday", "utcweeksdayhours", "utcweekdayhoursminutes", "utcweekdayhoursminutesseconds", "utcdayhours", "utcdayhoursminutes", "utcdayhoursminutesseconds", "utchoursminutes", "utchoursminutesseconds", "utcminutesseconds", "utcsecondsmilliseconds", ], UndefinedType, ] = Undefined, title: Union[str, None, "SchemaBase", Sequence[str], UndefinedType] = Undefined, type: Union[ "SchemaBase", Literal["quantitative", "ordinal", "temporal", "nominal"], UndefinedType, ] = Undefined, **kwds, ): super(FieldOrDatumDefWithConditionMarkPropFieldDefnumber, self).__init__( shorthand=shorthand, aggregate=aggregate, bandPosition=bandPosition, bin=bin, condition=condition, field=field, legend=legend, scale=scale, sort=sort, timeUnit=timeUnit, title=title, type=type, **kwds, ) class OffsetDef(VegaLiteSchema): """OffsetDef schema wrapper""" _schema = {"$ref": "#/definitions/OffsetDef"} def __init__(self, *args, **kwds): super(OffsetDef, self).__init__(*args, **kwds) class OrderFieldDef(VegaLiteSchema): """OrderFieldDef schema wrapper Parameters ---------- shorthand : str, dict, Sequence[str], :class:`RepeatRef` shorthand for field, aggregate, and type aggregate : dict, :class:`Aggregate`, :class:`ArgmaxDef`, :class:`ArgminDef`, :class:`NonArgAggregateOp`, Literal['average', 'count', 'distinct', 'max', 'mean', 'median', 'min', 'missing', 'product', 'q1', 'q3', 'ci0', 'ci1', 'stderr', 'stdev', 'stdevp', 'sum', 'valid', 'values', 'variance', 'variancep', 'exponential', 'exponentialb'] Aggregation function for the field (e.g., ``"mean"``, ``"sum"``, ``"median"``, ``"min"``, ``"max"``, ``"count"`` ). **Default value:** ``undefined`` (None) **See also:** `aggregate `__ documentation. bandPosition : float Relative position on a band of a stacked, binned, time unit, or band scale. For example, the marks will be positioned at the beginning of the band if set to ``0``, and at the middle of the band if set to ``0.5``. bin : str, bool, dict, None, :class:`BinParams` A flag for binning a ``quantitative`` field, `an object defining binning parameters `__, or indicating that the data for ``x`` or ``y`` channel are binned before they are imported into Vega-Lite ( ``"binned"`` ). If ``true``, default `binning parameters `__ will be applied. If ``"binned"``, this indicates that the data for the ``x`` (or ``y`` ) channel are already binned. You can map the bin-start field to ``x`` (or ``y`` ) and the bin-end field to ``x2`` (or ``y2`` ). The scale and axis will be formatted similar to binning in Vega-Lite. To adjust the axis ticks based on the bin step, you can also set the axis's `tickMinStep `__ property. **Default value:** ``false`` **See also:** `bin `__ documentation. field : str, dict, :class:`Field`, :class:`FieldName`, :class:`RepeatRef` **Required.** A string defining the name of the field from which to pull a data value or an object defining iterated values from the `repeat `__ operator. **See also:** `field `__ documentation. **Notes:** 1) Dots ( ``.`` ) and brackets ( ``[`` and ``]`` ) can be used to access nested objects (e.g., ``"field": "foo.bar"`` and ``"field": "foo['bar']"`` ). If field names contain dots or brackets but are not nested, you can use ``\\`` to escape dots and brackets (e.g., ``"a\\.b"`` and ``"a\\[0\\]"`` ). See more details about escaping in the `field documentation `__. 2) ``field`` is not required if ``aggregate`` is ``count``. sort : :class:`SortOrder`, Literal['ascending', 'descending'] The sort order. One of ``"ascending"`` (default) or ``"descending"``. timeUnit : dict, :class:`TimeUnit`, :class:`MultiTimeUnit`, :class:`BinnedTimeUnit`, :class:`SingleTimeUnit`, :class:`TimeUnitParams`, :class:`UtcMultiTimeUnit`, :class:`UtcSingleTimeUnit`, :class:`LocalMultiTimeUnit`, :class:`LocalSingleTimeUnit`, Literal['year', 'quarter', 'month', 'week', 'day', 'dayofyear', 'date', 'hours', 'minutes', 'seconds', 'milliseconds'], Literal['utcyear', 'utcquarter', 'utcmonth', 'utcweek', 'utcday', 'utcdayofyear', 'utcdate', 'utchours', 'utcminutes', 'utcseconds', 'utcmilliseconds'], Literal['binnedyear', 'binnedyearquarter', 'binnedyearquartermonth', 'binnedyearmonth', 'binnedyearmonthdate', 'binnedyearmonthdatehours', 'binnedyearmonthdatehoursminutes', 'binnedyearmonthdatehoursminutesseconds', 'binnedyearweek', 'binnedyearweekday', 'binnedyearweekdayhours', 'binnedyearweekdayhoursminutes', 'binnedyearweekdayhoursminutesseconds', 'binnedyeardayofyear'], Literal['binnedutcyear', 'binnedutcyearquarter', 'binnedutcyearquartermonth', 'binnedutcyearmonth', 'binnedutcyearmonthdate', 'binnedutcyearmonthdatehours', 'binnedutcyearmonthdatehoursminutes', 'binnedutcyearmonthdatehoursminutesseconds', 'binnedutcyearweek', 'binnedutcyearweekday', 'binnedutcyearweekdayhours', 'binnedutcyearweekdayhoursminutes', 'binnedutcyearweekdayhoursminutesseconds', 'binnedutcyeardayofyear'], Literal['yearquarter', 'yearquartermonth', 'yearmonth', 'yearmonthdate', 'yearmonthdatehours', 'yearmonthdatehoursminutes', 'yearmonthdatehoursminutesseconds', 'yearweek', 'yearweekday', 'yearweekdayhours', 'yearweekdayhoursminutes', 'yearweekdayhoursminutesseconds', 'yeardayofyear', 'quartermonth', 'monthdate', 'monthdatehours', 'monthdatehoursminutes', 'monthdatehoursminutesseconds', 'weekday', 'weekdayhours', 'weekdayhoursminutes', 'weekdayhoursminutesseconds', 'dayhours', 'dayhoursminutes', 'dayhoursminutesseconds', 'hoursminutes', 'hoursminutesseconds', 'minutesseconds', 'secondsmilliseconds'], Literal['utcyearquarter', 'utcyearquartermonth', 'utcyearmonth', 'utcyearmonthdate', 'utcyearmonthdatehours', 'utcyearmonthdatehoursminutes', 'utcyearmonthdatehoursminutesseconds', 'utcyearweek', 'utcyearweekday', 'utcyearweekdayhours', 'utcyearweekdayhoursminutes', 'utcyearweekdayhoursminutesseconds', 'utcyeardayofyear', 'utcquartermonth', 'utcmonthdate', 'utcmonthdatehours', 'utcmonthdatehoursminutes', 'utcmonthdatehoursminutesseconds', 'utcweekday', 'utcweeksdayhours', 'utcweekdayhoursminutes', 'utcweekdayhoursminutesseconds', 'utcdayhours', 'utcdayhoursminutes', 'utcdayhoursminutesseconds', 'utchoursminutes', 'utchoursminutesseconds', 'utcminutesseconds', 'utcsecondsmilliseconds'] Time unit (e.g., ``year``, ``yearmonth``, ``month``, ``hours`` ) for a temporal field. or `a temporal field that gets casted as ordinal `__. **Default value:** ``undefined`` (None) **See also:** `timeUnit `__ documentation. title : str, None, :class:`Text`, Sequence[str] A title for the field. If ``null``, the title will be removed. **Default value:** derived from the field's name and transformation function ( ``aggregate``, ``bin`` and ``timeUnit`` ). If the field has an aggregate function, the function is displayed as part of the title (e.g., ``"Sum of Profit"`` ). If the field is binned or has a time unit applied, the applied function is shown in parentheses (e.g., ``"Profit (binned)"``, ``"Transaction Date (year-month)"`` ). Otherwise, the title is simply the field name. **Notes** : 1) You can customize the default field title format by providing the `fieldTitle `__ property in the `config `__ or `fieldTitle function via the compile function's options `__. 2) If both field definition's ``title`` and axis, header, or legend ``title`` are defined, axis/header/legend title will be used. type : :class:`StandardType`, Literal['quantitative', 'ordinal', 'temporal', 'nominal'] The type of measurement ( ``"quantitative"``, ``"temporal"``, ``"ordinal"``, or ``"nominal"`` ) for the encoded field or constant value ( ``datum`` ). It can also be a ``"geojson"`` type for encoding `'geoshape' `__. Vega-Lite automatically infers data types in many cases as discussed below. However, type is required for a field if: (1) the field is not nominal and the field encoding has no specified ``aggregate`` (except ``argmin`` and ``argmax`` ), ``bin``, scale type, custom ``sort`` order, nor ``timeUnit`` or (2) if you wish to use an ordinal scale for a field with ``bin`` or ``timeUnit``. **Default value:** 1) For a data ``field``, ``"nominal"`` is the default data type unless the field encoding has ``aggregate``, ``channel``, ``bin``, scale type, ``sort``, or ``timeUnit`` that satisfies the following criteria: * ``"quantitative"`` is the default type if (1) the encoded field contains ``bin`` or ``aggregate`` except ``"argmin"`` and ``"argmax"``, (2) the encoding channel is ``latitude`` or ``longitude`` channel or (3) if the specified scale type is `a quantitative scale `__. * ``"temporal"`` is the default type if (1) the encoded field contains ``timeUnit`` or (2) the specified scale type is a time or utc scale * ``"ordinal"`` is the default type if (1) the encoded field contains a `custom sort order `__, (2) the specified scale type is an ordinal/point/band scale, or (3) the encoding channel is ``order``. 2) For a constant value in data domain ( ``datum`` ): * ``"quantitative"`` if the datum is a number * ``"nominal"`` if the datum is a string * ``"temporal"`` if the datum is `a date time object `__ **Note:** * Data ``type`` describes the semantics of the data rather than the primitive data types (number, string, etc.). The same primitive data type can have different types of measurement. For example, numeric data can represent quantitative, ordinal, or nominal data. * Data values for a temporal field can be either a date-time string (e.g., ``"2015-03-07 12:32:17"``, ``"17:01"``, ``"2015-03-16"``. ``"2015"`` ) or a timestamp number (e.g., ``1552199579097`` ). * When using with `bin `__, the ``type`` property can be either ``"quantitative"`` (for using a linear bin scale) or `"ordinal" (for using an ordinal bin scale) `__. * When using with `timeUnit `__, the ``type`` property can be either ``"temporal"`` (default, for using a temporal scale) or `"ordinal" (for using an ordinal scale) `__. * When using with `aggregate `__, the ``type`` property refers to the post-aggregation data type. For example, we can calculate count ``distinct`` of a categorical field ``"cat"`` using ``{"aggregate": "distinct", "field": "cat"}``. The ``"type"`` of the aggregate output is ``"quantitative"``. * Secondary channels (e.g., ``x2``, ``y2``, ``xError``, ``yError`` ) do not have ``type`` as they must have exactly the same type as their primary channels (e.g., ``x``, ``y`` ). **See also:** `type `__ documentation. """ _schema = {"$ref": "#/definitions/OrderFieldDef"} def __init__( self, shorthand: Union[ str, dict, "SchemaBase", Sequence[str], UndefinedType ] = Undefined, aggregate: Union[ dict, "SchemaBase", Literal[ "average", "count", "distinct", "max", "mean", "median", "min", "missing", "product", "q1", "q3", "ci0", "ci1", "stderr", "stdev", "stdevp", "sum", "valid", "values", "variance", "variancep", "exponential", "exponentialb", ], UndefinedType, ] = Undefined, bandPosition: Union[float, UndefinedType] = Undefined, bin: Union[str, bool, dict, None, "SchemaBase", UndefinedType] = Undefined, field: Union[str, dict, "SchemaBase", UndefinedType] = Undefined, sort: Union[ "SchemaBase", Literal["ascending", "descending"], UndefinedType ] = Undefined, timeUnit: Union[ dict, "SchemaBase", Literal[ "year", "quarter", "month", "week", "day", "dayofyear", "date", "hours", "minutes", "seconds", "milliseconds", ], Literal[ "utcyear", "utcquarter", "utcmonth", "utcweek", "utcday", "utcdayofyear", "utcdate", "utchours", "utcminutes", "utcseconds", "utcmilliseconds", ], Literal[ "binnedyear", "binnedyearquarter", "binnedyearquartermonth", "binnedyearmonth", "binnedyearmonthdate", "binnedyearmonthdatehours", "binnedyearmonthdatehoursminutes", "binnedyearmonthdatehoursminutesseconds", "binnedyearweek", "binnedyearweekday", "binnedyearweekdayhours", "binnedyearweekdayhoursminutes", "binnedyearweekdayhoursminutesseconds", "binnedyeardayofyear", ], Literal[ "binnedutcyear", "binnedutcyearquarter", "binnedutcyearquartermonth", "binnedutcyearmonth", "binnedutcyearmonthdate", "binnedutcyearmonthdatehours", "binnedutcyearmonthdatehoursminutes", "binnedutcyearmonthdatehoursminutesseconds", "binnedutcyearweek", "binnedutcyearweekday", "binnedutcyearweekdayhours", "binnedutcyearweekdayhoursminutes", "binnedutcyearweekdayhoursminutesseconds", "binnedutcyeardayofyear", ], Literal[ "yearquarter", "yearquartermonth", "yearmonth", "yearmonthdate", "yearmonthdatehours", "yearmonthdatehoursminutes", "yearmonthdatehoursminutesseconds", "yearweek", "yearweekday", "yearweekdayhours", "yearweekdayhoursminutes", "yearweekdayhoursminutesseconds", "yeardayofyear", "quartermonth", "monthdate", "monthdatehours", "monthdatehoursminutes", "monthdatehoursminutesseconds", "weekday", "weekdayhours", "weekdayhoursminutes", "weekdayhoursminutesseconds", "dayhours", "dayhoursminutes", "dayhoursminutesseconds", "hoursminutes", "hoursminutesseconds", "minutesseconds", "secondsmilliseconds", ], Literal[ "utcyearquarter", "utcyearquartermonth", "utcyearmonth", "utcyearmonthdate", "utcyearmonthdatehours", "utcyearmonthdatehoursminutes", "utcyearmonthdatehoursminutesseconds", "utcyearweek", "utcyearweekday", "utcyearweekdayhours", "utcyearweekdayhoursminutes", "utcyearweekdayhoursminutesseconds", "utcyeardayofyear", "utcquartermonth", "utcmonthdate", "utcmonthdatehours", "utcmonthdatehoursminutes", "utcmonthdatehoursminutesseconds", "utcweekday", "utcweeksdayhours", "utcweekdayhoursminutes", "utcweekdayhoursminutesseconds", "utcdayhours", "utcdayhoursminutes", "utcdayhoursminutesseconds", "utchoursminutes", "utchoursminutesseconds", "utcminutesseconds", "utcsecondsmilliseconds", ], UndefinedType, ] = Undefined, title: Union[str, None, "SchemaBase", Sequence[str], UndefinedType] = Undefined, type: Union[ "SchemaBase", Literal["quantitative", "ordinal", "temporal", "nominal"], UndefinedType, ] = Undefined, **kwds, ): super(OrderFieldDef, self).__init__( shorthand=shorthand, aggregate=aggregate, bandPosition=bandPosition, bin=bin, field=field, sort=sort, timeUnit=timeUnit, title=title, type=type, **kwds, ) class OrderOnlyDef(VegaLiteSchema): """OrderOnlyDef schema wrapper Parameters ---------- sort : :class:`SortOrder`, Literal['ascending', 'descending'] The sort order. One of ``"ascending"`` (default) or ``"descending"``. """ _schema = {"$ref": "#/definitions/OrderOnlyDef"} def __init__( self, sort: Union[ "SchemaBase", Literal["ascending", "descending"], UndefinedType ] = Undefined, **kwds, ): super(OrderOnlyDef, self).__init__(sort=sort, **kwds) class OrderValueDef(VegaLiteSchema): """OrderValueDef schema wrapper Parameters ---------- value : dict, float, :class:`ExprRef` A constant value in visual domain (e.g., ``"red"`` / ``"#0099ff"`` / `gradient definition `__ for color, values between ``0`` to ``1`` for opacity). condition : dict, :class:`ConditionalValueDefnumber`, :class:`ConditionalParameterValueDefnumber`, :class:`ConditionalPredicateValueDefnumber`, Sequence[dict, :class:`ConditionalValueDefnumber`, :class:`ConditionalParameterValueDefnumber`, :class:`ConditionalPredicateValueDefnumber`] One or more value definition(s) with `a parameter or a test predicate `__. **Note:** A field definition's ``condition`` property can only contain `conditional value definitions `__ since Vega-Lite only allows at most one encoded field per encoding channel. """ _schema = {"$ref": "#/definitions/OrderValueDef"} def __init__( self, value: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, condition: Union[ dict, "SchemaBase", Sequence[Union[dict, "SchemaBase"]], UndefinedType ] = Undefined, **kwds, ): super(OrderValueDef, self).__init__(value=value, condition=condition, **kwds) class Orient(VegaLiteSchema): """Orient schema wrapper""" _schema = {"$ref": "#/definitions/Orient"} def __init__(self, *args): super(Orient, self).__init__(*args) class Orientation(VegaLiteSchema): """Orientation schema wrapper""" _schema = {"$ref": "#/definitions/Orientation"} def __init__(self, *args): super(Orientation, self).__init__(*args) class OverlayMarkDef(VegaLiteSchema): """OverlayMarkDef schema wrapper Parameters ---------- align : dict, :class:`Align`, :class:`ExprRef`, Literal['left', 'center', 'right'] The horizontal alignment of the text or ranged marks (area, bar, image, rect, rule). One of ``"left"``, ``"right"``, ``"center"``. **Note:** Expression reference is *not* supported for range marks. angle : dict, float, :class:`ExprRef` The rotation angle of the text, in degrees. aria : bool, dict, :class:`ExprRef` A boolean flag indicating if `ARIA attributes `__ should be included (SVG output only). If ``false``, the "aria-hidden" attribute will be set on the output SVG element, removing the mark item from the ARIA accessibility tree. ariaRole : str, dict, :class:`ExprRef` Sets the type of user interface element of the mark item for `ARIA accessibility `__ (SVG output only). If specified, this property determines the "role" attribute. Warning: this property is experimental and may be changed in the future. ariaRoleDescription : str, dict, :class:`ExprRef` A human-readable, author-localized description for the role of the mark item for `ARIA accessibility `__ (SVG output only). If specified, this property determines the "aria-roledescription" attribute. Warning: this property is experimental and may be changed in the future. aspect : bool, dict, :class:`ExprRef` Whether to keep aspect ratio of image marks. baseline : str, dict, :class:`ExprRef`, :class:`Baseline`, :class:`TextBaseline`, Literal['top', 'middle', 'bottom'] For text marks, the vertical text baseline. One of ``"alphabetic"`` (default), ``"top"``, ``"middle"``, ``"bottom"``, ``"line-top"``, ``"line-bottom"``, or an expression reference that provides one of the valid values. The ``"line-top"`` and ``"line-bottom"`` values operate similarly to ``"top"`` and ``"bottom"``, but are calculated relative to the ``lineHeight`` rather than ``fontSize`` alone. For range marks, the vertical alignment of the marks. One of ``"top"``, ``"middle"``, ``"bottom"``. **Note:** Expression reference is *not* supported for range marks. blend : dict, :class:`Blend`, :class:`ExprRef`, Literal[None, 'multiply', 'screen', 'overlay', 'darken', 'lighten', 'color-dodge', 'color-burn', 'hard-light', 'soft-light', 'difference', 'exclusion', 'hue', 'saturation', 'color', 'luminosity'] The color blend mode for drawing an item on its current background. Any valid `CSS mix-blend-mode `__ value can be used. __Default value:__ ``"source-over"`` clip : bool, dict, :class:`ExprRef` Whether a mark be clipped to the enclosing group’s width and height. color : str, dict, :class:`Color`, :class:`ExprRef`, :class:`Gradient`, :class:`HexColor`, :class:`ColorName`, :class:`LinearGradient`, :class:`RadialGradient`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] Default color. **Default value:** :raw-html:`■` ``"#4682b4"`` **Note:** * This property cannot be used in a `style config `__. * The ``fill`` and ``stroke`` properties have higher precedence than ``color`` and will override ``color``. cornerRadius : dict, float, :class:`ExprRef` The radius in pixels of rounded rectangles or arcs' corners. **Default value:** ``0`` cornerRadiusBottomLeft : dict, float, :class:`ExprRef` The radius in pixels of rounded rectangles' bottom left corner. **Default value:** ``0`` cornerRadiusBottomRight : dict, float, :class:`ExprRef` The radius in pixels of rounded rectangles' bottom right corner. **Default value:** ``0`` cornerRadiusTopLeft : dict, float, :class:`ExprRef` The radius in pixels of rounded rectangles' top right corner. **Default value:** ``0`` cornerRadiusTopRight : dict, float, :class:`ExprRef` The radius in pixels of rounded rectangles' top left corner. **Default value:** ``0`` cursor : dict, :class:`Cursor`, :class:`ExprRef`, Literal['auto', 'default', 'none', 'context-menu', 'help', 'pointer', 'progress', 'wait', 'cell', 'crosshair', 'text', 'vertical-text', 'alias', 'copy', 'move', 'no-drop', 'not-allowed', 'e-resize', 'n-resize', 'ne-resize', 'nw-resize', 's-resize', 'se-resize', 'sw-resize', 'w-resize', 'ew-resize', 'ns-resize', 'nesw-resize', 'nwse-resize', 'col-resize', 'row-resize', 'all-scroll', 'zoom-in', 'zoom-out', 'grab', 'grabbing'] The mouse cursor used over the mark. Any valid `CSS cursor type `__ can be used. description : str, dict, :class:`ExprRef` A text description of the mark item for `ARIA accessibility `__ (SVG output only). If specified, this property determines the `"aria-label" attribute `__. dir : dict, :class:`ExprRef`, Literal['ltr', 'rtl'], :class:`TextDirection` The direction of the text. One of ``"ltr"`` (left-to-right) or ``"rtl"`` (right-to-left). This property determines on which side is truncated in response to the limit parameter. **Default value:** ``"ltr"`` dx : dict, float, :class:`ExprRef` The horizontal offset, in pixels, between the text label and its anchor point. The offset is applied after rotation by the *angle* property. dy : dict, float, :class:`ExprRef` The vertical offset, in pixels, between the text label and its anchor point. The offset is applied after rotation by the *angle* property. ellipsis : str, dict, :class:`ExprRef` The ellipsis string for text truncated in response to the limit parameter. **Default value:** ``"…"`` endAngle : dict, float, :class:`ExprRef` The end angle in radians for arc marks. A value of ``0`` indicates up (north), increasing values proceed clockwise. fill : str, dict, None, :class:`Color`, :class:`ExprRef`, :class:`Gradient`, :class:`HexColor`, :class:`ColorName`, :class:`LinearGradient`, :class:`RadialGradient`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] Default fill color. This property has higher precedence than ``config.color``. Set to ``null`` to remove fill. **Default value:** (None) fillOpacity : dict, float, :class:`ExprRef` The fill opacity (value between [0,1]). **Default value:** ``1`` filled : bool Whether the mark's color should be used as fill color instead of stroke color. **Default value:** ``false`` for all ``point``, ``line``, and ``rule`` marks as well as ``geoshape`` marks for `graticule `__ data sources; otherwise, ``true``. **Note:** This property cannot be used in a `style config `__. font : str, dict, :class:`ExprRef` The typeface to set the text in (e.g., ``"Helvetica Neue"`` ). fontSize : dict, float, :class:`ExprRef` The font size, in pixels. **Default value:** ``11`` fontStyle : str, dict, :class:`ExprRef`, :class:`FontStyle` The font style (e.g., ``"italic"`` ). fontWeight : dict, :class:`ExprRef`, :class:`FontWeight`, Literal['normal', 'bold', 'lighter', 'bolder', 100, 200, 300, 400, 500, 600, 700, 800, 900] The font weight. This can be either a string (e.g ``"bold"``, ``"normal"`` ) or a number ( ``100``, ``200``, ``300``, ..., ``900`` where ``"normal"`` = ``400`` and ``"bold"`` = ``700`` ). height : dict, float, :class:`ExprRef` Height of the marks. href : str, dict, :class:`URI`, :class:`ExprRef` A URL to load upon mouse click. If defined, the mark acts as a hyperlink. innerRadius : dict, float, :class:`ExprRef` The inner radius in pixels of arc marks. ``innerRadius`` is an alias for ``radius2``. **Default value:** ``0`` interpolate : dict, :class:`ExprRef`, :class:`Interpolate`, Literal['basis', 'basis-open', 'basis-closed', 'bundle', 'cardinal', 'cardinal-open', 'cardinal-closed', 'catmull-rom', 'linear', 'linear-closed', 'monotone', 'natural', 'step', 'step-before', 'step-after'] The line interpolation method to use for line and area marks. One of the following: * ``"linear"`` : piecewise linear segments, as in a polyline. * ``"linear-closed"`` : close the linear segments to form a polygon. * ``"step"`` : alternate between horizontal and vertical segments, as in a step function. * ``"step-before"`` : alternate between vertical and horizontal segments, as in a step function. * ``"step-after"`` : alternate between horizontal and vertical segments, as in a step function. * ``"basis"`` : a B-spline, with control point duplication on the ends. * ``"basis-open"`` : an open B-spline; may not intersect the start or end. * ``"basis-closed"`` : a closed B-spline, as in a loop. * ``"cardinal"`` : a Cardinal spline, with control point duplication on the ends. * ``"cardinal-open"`` : an open Cardinal spline; may not intersect the start or end, but will intersect other control points. * ``"cardinal-closed"`` : a closed Cardinal spline, as in a loop. * ``"bundle"`` : equivalent to basis, except the tension parameter is used to straighten the spline. * ``"monotone"`` : cubic interpolation that preserves monotonicity in y. invalid : Literal['filter', None] Defines how Vega-Lite should handle marks for invalid values ( ``null`` and ``NaN`` ). * If set to ``"filter"`` (default), all data items with null values will be skipped (for line, trail, and area marks) or filtered (for other marks). * If ``null``, all data items are included. In this case, invalid values will be interpreted as zeroes. limit : dict, float, :class:`ExprRef` The maximum length of the text mark in pixels. The text value will be automatically truncated if the rendered size exceeds the limit. **Default value:** ``0`` -- indicating no limit lineBreak : str, dict, :class:`ExprRef` A delimiter, such as a newline character, upon which to break text strings into multiple lines. This property is ignored if the text is array-valued. lineHeight : dict, float, :class:`ExprRef` The line height in pixels (the spacing between subsequent lines of text) for multi-line text marks. opacity : dict, float, :class:`ExprRef` The overall opacity (value between [0,1]). **Default value:** ``0.7`` for non-aggregate plots with ``point``, ``tick``, ``circle``, or ``square`` marks or layered ``bar`` charts and ``1`` otherwise. order : bool, None For line and trail marks, this ``order`` property can be set to ``null`` or ``false`` to make the lines use the original order in the data sources. orient : :class:`Orientation`, Literal['horizontal', 'vertical'] The orientation of a non-stacked bar, tick, area, and line charts. The value is either horizontal (default) or vertical. * For bar, rule and tick, this determines whether the size of the bar and tick should be applied to x or y dimension. * For area, this property determines the orient property of the Vega output. * For line and trail marks, this property determines the sort order of the points in the line if ``config.sortLineBy`` is not specified. For stacked charts, this is always determined by the orientation of the stack; therefore explicitly specified value will be ignored. outerRadius : dict, float, :class:`ExprRef` The outer radius in pixels of arc marks. ``outerRadius`` is an alias for ``radius``. **Default value:** ``0`` padAngle : dict, float, :class:`ExprRef` The angular padding applied to sides of the arc, in radians. radius : dict, float, :class:`ExprRef` For arc mark, the primary (outer) radius in pixels. For text marks, polar coordinate radial offset, in pixels, of the text from the origin determined by the ``x`` and ``y`` properties. **Default value:** ``min(plot_width, plot_height)/2`` radius2 : dict, float, :class:`ExprRef` The secondary (inner) radius in pixels of arc marks. **Default value:** ``0`` radius2Offset : dict, float, :class:`ExprRef` Offset for radius2. radiusOffset : dict, float, :class:`ExprRef` Offset for radius. shape : str, dict, :class:`ExprRef`, :class:`SymbolShape` Shape of the point marks. Supported values include: * plotting shapes: ``"circle"``, ``"square"``, ``"cross"``, ``"diamond"``, ``"triangle-up"``, ``"triangle-down"``, ``"triangle-right"``, or ``"triangle-left"``. * the line symbol ``"stroke"`` * centered directional shapes ``"arrow"``, ``"wedge"``, or ``"triangle"`` * a custom `SVG path string `__ (For correct sizing, custom shape paths should be defined within a square bounding box with coordinates ranging from -1 to 1 along both the x and y dimensions.) **Default value:** ``"circle"`` size : dict, float, :class:`ExprRef` Default size for marks. * For ``point`` / ``circle`` / ``square``, this represents the pixel area of the marks. Note that this value sets the area of the symbol; the side lengths will increase with the square root of this value. * For ``bar``, this represents the band size of the bar, in pixels. * For ``text``, this represents the font size, in pixels. **Default value:** * ``30`` for point, circle, square marks; width/height's ``step`` * ``2`` for bar marks with discrete dimensions; * ``5`` for bar marks with continuous dimensions; * ``11`` for text marks. smooth : bool, dict, :class:`ExprRef` A boolean flag (default true) indicating if the image should be smoothed when resized. If false, individual pixels should be scaled directly rather than interpolated with smoothing. For SVG rendering, this option may not work in some browsers due to lack of standardization. startAngle : dict, float, :class:`ExprRef` The start angle in radians for arc marks. A value of ``0`` indicates up (north), increasing values proceed clockwise. stroke : str, dict, None, :class:`Color`, :class:`ExprRef`, :class:`Gradient`, :class:`HexColor`, :class:`ColorName`, :class:`LinearGradient`, :class:`RadialGradient`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] Default stroke color. This property has higher precedence than ``config.color``. Set to ``null`` to remove stroke. **Default value:** (None) strokeCap : dict, :class:`ExprRef`, :class:`StrokeCap`, Literal['butt', 'round', 'square'] The stroke cap for line ending style. One of ``"butt"``, ``"round"``, or ``"square"``. **Default value:** ``"butt"`` strokeDash : dict, Sequence[float], :class:`ExprRef` An array of alternating stroke, space lengths for creating dashed or dotted lines. strokeDashOffset : dict, float, :class:`ExprRef` The offset (in pixels) into which to begin drawing with the stroke dash array. strokeJoin : dict, :class:`ExprRef`, :class:`StrokeJoin`, Literal['miter', 'round', 'bevel'] The stroke line join method. One of ``"miter"``, ``"round"`` or ``"bevel"``. **Default value:** ``"miter"`` strokeMiterLimit : dict, float, :class:`ExprRef` The miter limit at which to bevel a line join. strokeOffset : dict, float, :class:`ExprRef` The offset in pixels at which to draw the group stroke and fill. If unspecified, the default behavior is to dynamically offset stroked groups such that 1 pixel stroke widths align with the pixel grid. strokeOpacity : dict, float, :class:`ExprRef` The stroke opacity (value between [0,1]). **Default value:** ``1`` strokeWidth : dict, float, :class:`ExprRef` The stroke width, in pixels. style : str, Sequence[str] A string or array of strings indicating the name of custom styles to apply to the mark. A style is a named collection of mark property defaults defined within the `style configuration `__. If style is an array, later styles will override earlier styles. Any `mark properties `__ explicitly defined within the ``encoding`` will override a style default. **Default value:** The mark's name. For example, a bar mark will have style ``"bar"`` by default. **Note:** Any specified style will augment the default style. For example, a bar mark with ``"style": "foo"`` will receive from ``config.style.bar`` and ``config.style.foo`` (the specified style ``"foo"`` has higher precedence). tension : dict, float, :class:`ExprRef` Depending on the interpolation type, sets the tension parameter (for line and area marks). text : str, dict, :class:`Text`, Sequence[str], :class:`ExprRef` Placeholder text if the ``text`` channel is not specified theta : dict, float, :class:`ExprRef` For arc marks, the arc length in radians if theta2 is not specified, otherwise the start arc angle. (A value of 0 indicates up or “north”, increasing values proceed clockwise.) For text marks, polar coordinate angle in radians. theta2 : dict, float, :class:`ExprRef` The end angle of arc marks in radians. A value of 0 indicates up or “north”, increasing values proceed clockwise. theta2Offset : dict, float, :class:`ExprRef` Offset for theta2. thetaOffset : dict, float, :class:`ExprRef` Offset for theta. timeUnitBandPosition : float Default relative band position for a time unit. If set to ``0``, the marks will be positioned at the beginning of the time unit band step. If set to ``0.5``, the marks will be positioned in the middle of the time unit band step. timeUnitBandSize : float Default relative band size for a time unit. If set to ``1``, the bandwidth of the marks will be equal to the time unit band step. If set to ``0.5``, bandwidth of the marks will be half of the time unit band step. tooltip : str, bool, dict, None, float, :class:`ExprRef`, :class:`TooltipContent` The tooltip text string to show upon mouse hover or an object defining which fields should the tooltip be derived from. * If ``tooltip`` is ``true`` or ``{"content": "encoding"}``, then all fields from ``encoding`` will be used. * If ``tooltip`` is ``{"content": "data"}``, then all fields that appear in the highlighted data point will be used. * If set to ``null`` or ``false``, then no tooltip will be used. See the `tooltip `__ documentation for a detailed discussion about tooltip in Vega-Lite. **Default value:** ``null`` url : str, dict, :class:`URI`, :class:`ExprRef` The URL of the image file for image marks. width : dict, float, :class:`ExprRef` Width of the marks. x : str, dict, float, :class:`ExprRef` X coordinates of the marks, or width of horizontal ``"bar"`` and ``"area"`` without specified ``x2`` or ``width``. The ``value`` of this channel can be a number or a string ``"width"`` for the width of the plot. x2 : str, dict, float, :class:`ExprRef` X2 coordinates for ranged ``"area"``, ``"bar"``, ``"rect"``, and ``"rule"``. The ``value`` of this channel can be a number or a string ``"width"`` for the width of the plot. x2Offset : dict, float, :class:`ExprRef` Offset for x2-position. xOffset : dict, float, :class:`ExprRef` Offset for x-position. y : str, dict, float, :class:`ExprRef` Y coordinates of the marks, or height of vertical ``"bar"`` and ``"area"`` without specified ``y2`` or ``height``. The ``value`` of this channel can be a number or a string ``"height"`` for the height of the plot. y2 : str, dict, float, :class:`ExprRef` Y2 coordinates for ranged ``"area"``, ``"bar"``, ``"rect"``, and ``"rule"``. The ``value`` of this channel can be a number or a string ``"height"`` for the height of the plot. y2Offset : dict, float, :class:`ExprRef` Offset for y2-position. yOffset : dict, float, :class:`ExprRef` Offset for y-position. """ _schema = {"$ref": "#/definitions/OverlayMarkDef"} def __init__( self, align: Union[ dict, "_Parameter", "SchemaBase", Literal["left", "center", "right"], UndefinedType, ] = Undefined, angle: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, aria: Union[bool, dict, "_Parameter", "SchemaBase", UndefinedType] = Undefined, ariaRole: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, ariaRoleDescription: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, aspect: Union[ bool, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, baseline: Union[ str, dict, "_Parameter", "SchemaBase", Literal["top", "middle", "bottom"], UndefinedType, ] = Undefined, blend: Union[ dict, "_Parameter", "SchemaBase", Literal[ None, "multiply", "screen", "overlay", "darken", "lighten", "color-dodge", "color-burn", "hard-light", "soft-light", "difference", "exclusion", "hue", "saturation", "color", "luminosity", ], UndefinedType, ] = Undefined, clip: Union[bool, dict, "_Parameter", "SchemaBase", UndefinedType] = Undefined, color: Union[ str, dict, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, cornerRadius: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, cornerRadiusBottomLeft: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, cornerRadiusBottomRight: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, cornerRadiusTopLeft: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, cornerRadiusTopRight: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, cursor: Union[ dict, "_Parameter", "SchemaBase", Literal[ "auto", "default", "none", "context-menu", "help", "pointer", "progress", "wait", "cell", "crosshair", "text", "vertical-text", "alias", "copy", "move", "no-drop", "not-allowed", "e-resize", "n-resize", "ne-resize", "nw-resize", "s-resize", "se-resize", "sw-resize", "w-resize", "ew-resize", "ns-resize", "nesw-resize", "nwse-resize", "col-resize", "row-resize", "all-scroll", "zoom-in", "zoom-out", "grab", "grabbing", ], UndefinedType, ] = Undefined, description: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, dir: Union[ dict, "_Parameter", "SchemaBase", Literal["ltr", "rtl"], UndefinedType ] = Undefined, dx: Union[dict, float, "_Parameter", "SchemaBase", UndefinedType] = Undefined, dy: Union[dict, float, "_Parameter", "SchemaBase", UndefinedType] = Undefined, ellipsis: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, endAngle: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, fill: Union[ str, dict, None, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, fillOpacity: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, filled: Union[bool, UndefinedType] = Undefined, font: Union[str, dict, "_Parameter", "SchemaBase", UndefinedType] = Undefined, fontSize: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, fontStyle: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, fontWeight: Union[ dict, "_Parameter", "SchemaBase", Literal[ "normal", "bold", "lighter", "bolder", 100, 200, 300, 400, 500, 600, 700, 800, 900, ], UndefinedType, ] = Undefined, height: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, href: Union[str, dict, "_Parameter", "SchemaBase", UndefinedType] = Undefined, innerRadius: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, interpolate: Union[ dict, "_Parameter", "SchemaBase", Literal[ "basis", "basis-open", "basis-closed", "bundle", "cardinal", "cardinal-open", "cardinal-closed", "catmull-rom", "linear", "linear-closed", "monotone", "natural", "step", "step-before", "step-after", ], UndefinedType, ] = Undefined, invalid: Union[Literal["filter", None], UndefinedType] = Undefined, limit: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, lineBreak: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, lineHeight: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, opacity: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, order: Union[bool, None, UndefinedType] = Undefined, orient: Union[ "SchemaBase", Literal["horizontal", "vertical"], UndefinedType ] = Undefined, outerRadius: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, padAngle: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, radius: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, radius2: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, radius2Offset: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, radiusOffset: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, shape: Union[str, dict, "_Parameter", "SchemaBase", UndefinedType] = Undefined, size: Union[dict, float, "_Parameter", "SchemaBase", UndefinedType] = Undefined, smooth: Union[ bool, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, startAngle: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, stroke: Union[ str, dict, None, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, strokeCap: Union[ dict, "_Parameter", "SchemaBase", Literal["butt", "round", "square"], UndefinedType, ] = Undefined, strokeDash: Union[ dict, "_Parameter", "SchemaBase", Sequence[float], UndefinedType ] = Undefined, strokeDashOffset: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, strokeJoin: Union[ dict, "_Parameter", "SchemaBase", Literal["miter", "round", "bevel"], UndefinedType, ] = Undefined, strokeMiterLimit: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, strokeOffset: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, strokeOpacity: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, strokeWidth: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, style: Union[str, Sequence[str], UndefinedType] = Undefined, tension: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, text: Union[ str, dict, "_Parameter", "SchemaBase", Sequence[str], UndefinedType ] = Undefined, theta: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, theta2: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, theta2Offset: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, thetaOffset: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, timeUnitBandPosition: Union[float, UndefinedType] = Undefined, timeUnitBandSize: Union[float, UndefinedType] = Undefined, tooltip: Union[ str, bool, dict, None, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, url: Union[str, dict, "_Parameter", "SchemaBase", UndefinedType] = Undefined, width: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, x: Union[ str, dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, x2: Union[ str, dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, x2Offset: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, xOffset: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, y: Union[ str, dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, y2: Union[ str, dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, y2Offset: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, yOffset: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, **kwds, ): super(OverlayMarkDef, self).__init__( align=align, angle=angle, aria=aria, ariaRole=ariaRole, ariaRoleDescription=ariaRoleDescription, aspect=aspect, baseline=baseline, blend=blend, clip=clip, color=color, cornerRadius=cornerRadius, cornerRadiusBottomLeft=cornerRadiusBottomLeft, cornerRadiusBottomRight=cornerRadiusBottomRight, cornerRadiusTopLeft=cornerRadiusTopLeft, cornerRadiusTopRight=cornerRadiusTopRight, cursor=cursor, description=description, dir=dir, dx=dx, dy=dy, ellipsis=ellipsis, endAngle=endAngle, fill=fill, fillOpacity=fillOpacity, filled=filled, font=font, fontSize=fontSize, fontStyle=fontStyle, fontWeight=fontWeight, height=height, href=href, innerRadius=innerRadius, interpolate=interpolate, invalid=invalid, limit=limit, lineBreak=lineBreak, lineHeight=lineHeight, opacity=opacity, order=order, orient=orient, outerRadius=outerRadius, padAngle=padAngle, radius=radius, radius2=radius2, radius2Offset=radius2Offset, radiusOffset=radiusOffset, shape=shape, size=size, smooth=smooth, startAngle=startAngle, stroke=stroke, strokeCap=strokeCap, strokeDash=strokeDash, strokeDashOffset=strokeDashOffset, strokeJoin=strokeJoin, strokeMiterLimit=strokeMiterLimit, strokeOffset=strokeOffset, strokeOpacity=strokeOpacity, strokeWidth=strokeWidth, style=style, tension=tension, text=text, theta=theta, theta2=theta2, theta2Offset=theta2Offset, thetaOffset=thetaOffset, timeUnitBandPosition=timeUnitBandPosition, timeUnitBandSize=timeUnitBandSize, tooltip=tooltip, url=url, width=width, x=x, x2=x2, x2Offset=x2Offset, xOffset=xOffset, y=y, y2=y2, y2Offset=y2Offset, yOffset=yOffset, **kwds, ) class Padding(VegaLiteSchema): """Padding schema wrapper""" _schema = {"$ref": "#/definitions/Padding"} def __init__(self, *args, **kwds): super(Padding, self).__init__(*args, **kwds) class ParameterExtent(BinExtent): """ParameterExtent schema wrapper""" _schema = {"$ref": "#/definitions/ParameterExtent"} def __init__(self, *args, **kwds): super(ParameterExtent, self).__init__(*args, **kwds) class ParameterName(VegaLiteSchema): """ParameterName schema wrapper""" _schema = {"$ref": "#/definitions/ParameterName"} def __init__(self, *args): super(ParameterName, self).__init__(*args) class Parse(VegaLiteSchema): """Parse schema wrapper""" _schema = {"$ref": "#/definitions/Parse"} def __init__(self, **kwds): super(Parse, self).__init__(**kwds) class ParseValue(VegaLiteSchema): """ParseValue schema wrapper""" _schema = {"$ref": "#/definitions/ParseValue"} def __init__(self, *args, **kwds): super(ParseValue, self).__init__(*args, **kwds) class Point(Geometry): """Point schema wrapper Point geometry object. https://tools.ietf.org/html/rfc7946#section-3.1.2 Parameters ---------- coordinates : Sequence[float], :class:`Position` A Position is an array of coordinates. https://tools.ietf.org/html/rfc7946#section-3.1.1 Array should contain between two and three elements. The previous GeoJSON specification allowed more elements (e.g., which could be used to represent M values), but the current specification only allows X, Y, and (optionally) Z to be defined. type : str Specifies the type of GeoJSON object. bbox : :class:`BBox`, Sequence[float] Bounding box of the coordinate range of the object's Geometries, Features, or Feature Collections. https://tools.ietf.org/html/rfc7946#section-5 """ _schema = {"$ref": "#/definitions/Point"} def __init__( self, coordinates: Union["SchemaBase", Sequence[float], UndefinedType] = Undefined, type: Union[str, UndefinedType] = Undefined, bbox: Union["SchemaBase", Sequence[float], UndefinedType] = Undefined, **kwds, ): super(Point, self).__init__( coordinates=coordinates, type=type, bbox=bbox, **kwds ) class PointSelectionConfig(VegaLiteSchema): """PointSelectionConfig schema wrapper Parameters ---------- type : str Determines the default event processing and data query for the selection. Vega-Lite currently supports two selection types: * ``"point"`` -- to select multiple discrete data values; 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``. clear : str, bool, dict, :class:`Stream`, :class:`EventStream`, :class:`MergedStream`, :class:`DerivedStream` Clears the selection, emptying it of all values. This property can be a `Event Stream `__ or ``false`` to disable clear. **Default value:** ``dblclick``. **See also:** `clear examples `__ in the documentation. encodings : Sequence[:class:`SingleDefUnitChannel`, Literal['x', 'y', 'xOffset', 'yOffset', 'x2', 'y2', 'longitude', 'latitude', 'longitude2', 'latitude2', 'theta', 'theta2', 'radius', 'radius2', 'color', 'fill', 'stroke', 'opacity', 'fillOpacity', 'strokeOpacity', 'strokeWidth', 'strokeDash', 'size', 'angle', 'shape', 'key', 'text', 'href', 'url', 'description']] An array of encoding channels. The corresponding data field values must match for a data tuple to fall within the selection. **See also:** The `projection with encodings and fields section `__ in the documentation. fields : Sequence[str, :class:`FieldName`] An array of field names whose values must match for a data tuple to fall within the selection. **See also:** The `projection with encodings and fields section `__ in the documentation. nearest : bool When true, an invisible voronoi diagram is computed to accelerate discrete selection. The data value *nearest* the mouse cursor is added to the selection. **Default value:** ``false``, which means that data values must be interacted with directly (e.g., clicked on) to be added to the selection. **See also:** `nearest examples `__ documentation. on : str, dict, :class:`Stream`, :class:`EventStream`, :class:`MergedStream`, :class:`DerivedStream` A `Vega event stream `__ (object or selector) that triggers the selection. For interval selections, the event stream must specify a `start and end `__. **See also:** `on examples `__ in the documentation. resolve : :class:`SelectionResolution`, Literal['global', 'union', 'intersect'] With layered and multi-view displays, a strategy that determines how selections' data queries are resolved when applied in a filter transform, conditional encoding rule, or scale domain. One of: * ``"global"`` -- only one brush exists for the entire SPLOM. When the user begins to drag, any previous brushes are cleared, and a new one is constructed. * ``"union"`` -- each cell contains its own brush, and points are highlighted if they lie within *any* of these individual brushes. * ``"intersect"`` -- each cell contains its own brush, and points are highlighted only if they fall within *all* of these individual brushes. **Default value:** ``global``. **See also:** `resolve examples `__ in the documentation. toggle : str, bool Controls whether data values should be toggled (inserted or removed from a point selection) or only ever inserted into point selections. One of: * ``true`` -- the default behavior, which corresponds to ``"event.shiftKey"``. As a result, data values are toggled when the user interacts with the shift-key pressed. * ``false`` -- disables toggling behaviour; the selection will only ever contain a single data value corresponding to the most recent interaction. * A `Vega expression `__ which is re-evaluated as the user interacts. If the expression evaluates to ``true``, the data value is toggled into or out of the point selection. If the expression evaluates to ``false``, the point selection is first cleared, and the data value is then inserted. For example, setting the value to the Vega expression ``"true"`` will toggle data values without the user pressing the shift-key. **Default value:** ``true`` **See also:** `toggle examples `__ in the documentation. """ _schema = {"$ref": "#/definitions/PointSelectionConfig"} def __init__( self, type: Union[str, UndefinedType] = Undefined, clear: Union[str, bool, dict, "SchemaBase", UndefinedType] = Undefined, encodings: Union[ Sequence[ Union[ "SchemaBase", Literal[ "x", "y", "xOffset", "yOffset", "x2", "y2", "longitude", "latitude", "longitude2", "latitude2", "theta", "theta2", "radius", "radius2", "color", "fill", "stroke", "opacity", "fillOpacity", "strokeOpacity", "strokeWidth", "strokeDash", "size", "angle", "shape", "key", "text", "href", "url", "description", ], ] ], UndefinedType, ] = Undefined, fields: Union[Sequence[Union[str, "SchemaBase"]], UndefinedType] = Undefined, nearest: Union[bool, UndefinedType] = Undefined, on: Union[str, dict, "SchemaBase", UndefinedType] = Undefined, resolve: Union[ "SchemaBase", Literal["global", "union", "intersect"], UndefinedType ] = Undefined, toggle: Union[str, bool, UndefinedType] = Undefined, **kwds, ): super(PointSelectionConfig, self).__init__( type=type, clear=clear, encodings=encodings, fields=fields, nearest=nearest, on=on, resolve=resolve, toggle=toggle, **kwds, ) class PointSelectionConfigWithoutType(VegaLiteSchema): """PointSelectionConfigWithoutType schema wrapper Parameters ---------- clear : str, bool, dict, :class:`Stream`, :class:`EventStream`, :class:`MergedStream`, :class:`DerivedStream` Clears the selection, emptying it of all values. This property can be a `Event Stream `__ or ``false`` to disable clear. **Default value:** ``dblclick``. **See also:** `clear examples `__ in the documentation. encodings : Sequence[:class:`SingleDefUnitChannel`, Literal['x', 'y', 'xOffset', 'yOffset', 'x2', 'y2', 'longitude', 'latitude', 'longitude2', 'latitude2', 'theta', 'theta2', 'radius', 'radius2', 'color', 'fill', 'stroke', 'opacity', 'fillOpacity', 'strokeOpacity', 'strokeWidth', 'strokeDash', 'size', 'angle', 'shape', 'key', 'text', 'href', 'url', 'description']] An array of encoding channels. The corresponding data field values must match for a data tuple to fall within the selection. **See also:** The `projection with encodings and fields section `__ in the documentation. fields : Sequence[str, :class:`FieldName`] An array of field names whose values must match for a data tuple to fall within the selection. **See also:** The `projection with encodings and fields section `__ in the documentation. nearest : bool When true, an invisible voronoi diagram is computed to accelerate discrete selection. The data value *nearest* the mouse cursor is added to the selection. **Default value:** ``false``, which means that data values must be interacted with directly (e.g., clicked on) to be added to the selection. **See also:** `nearest examples `__ documentation. on : str, dict, :class:`Stream`, :class:`EventStream`, :class:`MergedStream`, :class:`DerivedStream` A `Vega event stream `__ (object or selector) that triggers the selection. For interval selections, the event stream must specify a `start and end `__. **See also:** `on examples `__ in the documentation. resolve : :class:`SelectionResolution`, Literal['global', 'union', 'intersect'] With layered and multi-view displays, a strategy that determines how selections' data queries are resolved when applied in a filter transform, conditional encoding rule, or scale domain. One of: * ``"global"`` -- only one brush exists for the entire SPLOM. When the user begins to drag, any previous brushes are cleared, and a new one is constructed. * ``"union"`` -- each cell contains its own brush, and points are highlighted if they lie within *any* of these individual brushes. * ``"intersect"`` -- each cell contains its own brush, and points are highlighted only if they fall within *all* of these individual brushes. **Default value:** ``global``. **See also:** `resolve examples `__ in the documentation. toggle : str, bool Controls whether data values should be toggled (inserted or removed from a point selection) or only ever inserted into point selections. One of: * ``true`` -- the default behavior, which corresponds to ``"event.shiftKey"``. As a result, data values are toggled when the user interacts with the shift-key pressed. * ``false`` -- disables toggling behaviour; the selection will only ever contain a single data value corresponding to the most recent interaction. * A `Vega expression `__ which is re-evaluated as the user interacts. If the expression evaluates to ``true``, the data value is toggled into or out of the point selection. If the expression evaluates to ``false``, the point selection is first cleared, and the data value is then inserted. For example, setting the value to the Vega expression ``"true"`` will toggle data values without the user pressing the shift-key. **Default value:** ``true`` **See also:** `toggle examples `__ in the documentation. """ _schema = {"$ref": "#/definitions/PointSelectionConfigWithoutType"} def __init__( self, clear: Union[str, bool, dict, "SchemaBase", UndefinedType] = Undefined, encodings: Union[ Sequence[ Union[ "SchemaBase", Literal[ "x", "y", "xOffset", "yOffset", "x2", "y2", "longitude", "latitude", "longitude2", "latitude2", "theta", "theta2", "radius", "radius2", "color", "fill", "stroke", "opacity", "fillOpacity", "strokeOpacity", "strokeWidth", "strokeDash", "size", "angle", "shape", "key", "text", "href", "url", "description", ], ] ], UndefinedType, ] = Undefined, fields: Union[Sequence[Union[str, "SchemaBase"]], UndefinedType] = Undefined, nearest: Union[bool, UndefinedType] = Undefined, on: Union[str, dict, "SchemaBase", UndefinedType] = Undefined, resolve: Union[ "SchemaBase", Literal["global", "union", "intersect"], UndefinedType ] = Undefined, toggle: Union[str, bool, UndefinedType] = Undefined, **kwds, ): super(PointSelectionConfigWithoutType, self).__init__( clear=clear, encodings=encodings, fields=fields, nearest=nearest, on=on, resolve=resolve, toggle=toggle, **kwds, ) class PolarDef(VegaLiteSchema): """PolarDef schema wrapper""" _schema = {"$ref": "#/definitions/PolarDef"} def __init__(self, *args, **kwds): super(PolarDef, self).__init__(*args, **kwds) class Polygon(Geometry): """Polygon schema wrapper Polygon geometry object. https://tools.ietf.org/html/rfc7946#section-3.1.6 Parameters ---------- coordinates : Sequence[Sequence[Sequence[float], :class:`Position`]] type : str Specifies the type of GeoJSON object. bbox : :class:`BBox`, Sequence[float] Bounding box of the coordinate range of the object's Geometries, Features, or Feature Collections. https://tools.ietf.org/html/rfc7946#section-5 """ _schema = {"$ref": "#/definitions/Polygon"} def __init__( self, coordinates: Union[ Sequence[Sequence[Union["SchemaBase", Sequence[float]]]], UndefinedType ] = Undefined, type: Union[str, UndefinedType] = Undefined, bbox: Union["SchemaBase", Sequence[float], UndefinedType] = Undefined, **kwds, ): super(Polygon, self).__init__( coordinates=coordinates, type=type, bbox=bbox, **kwds ) class Position(VegaLiteSchema): """Position schema wrapper A Position is an array of coordinates. https://tools.ietf.org/html/rfc7946#section-3.1.1 Array should contain between two and three elements. The previous GeoJSON specification allowed more elements (e.g., which could be used to represent M values), but the current specification only allows X, Y, and (optionally) Z to be defined. """ _schema = {"$ref": "#/definitions/Position"} def __init__(self, *args): super(Position, self).__init__(*args) class Position2Def(VegaLiteSchema): """Position2Def schema wrapper""" _schema = {"$ref": "#/definitions/Position2Def"} def __init__(self, *args, **kwds): super(Position2Def, self).__init__(*args, **kwds) class DatumDef(LatLongDef, Position2Def): """DatumDef schema wrapper Parameters ---------- bandPosition : float Relative position on a band of a stacked, binned, time unit, or band scale. For example, the marks will be positioned at the beginning of the band if set to ``0``, and at the middle of the band if set to ``0.5``. datum : str, bool, dict, None, float, :class:`ExprRef`, :class:`DateTime`, :class:`RepeatRef`, :class:`PrimitiveValue` A constant value in data domain. title : str, None, :class:`Text`, Sequence[str] A title for the field. If ``null``, the title will be removed. **Default value:** derived from the field's name and transformation function ( ``aggregate``, ``bin`` and ``timeUnit`` ). If the field has an aggregate function, the function is displayed as part of the title (e.g., ``"Sum of Profit"`` ). If the field is binned or has a time unit applied, the applied function is shown in parentheses (e.g., ``"Profit (binned)"``, ``"Transaction Date (year-month)"`` ). Otherwise, the title is simply the field name. **Notes** : 1) You can customize the default field title format by providing the `fieldTitle `__ property in the `config `__ or `fieldTitle function via the compile function's options `__. 2) If both field definition's ``title`` and axis, header, or legend ``title`` are defined, axis/header/legend title will be used. type : :class:`Type`, Literal['quantitative', 'ordinal', 'temporal', 'nominal', 'geojson'] The type of measurement ( ``"quantitative"``, ``"temporal"``, ``"ordinal"``, or ``"nominal"`` ) for the encoded field or constant value ( ``datum`` ). It can also be a ``"geojson"`` type for encoding `'geoshape' `__. Vega-Lite automatically infers data types in many cases as discussed below. However, type is required for a field if: (1) the field is not nominal and the field encoding has no specified ``aggregate`` (except ``argmin`` and ``argmax`` ), ``bin``, scale type, custom ``sort`` order, nor ``timeUnit`` or (2) if you wish to use an ordinal scale for a field with ``bin`` or ``timeUnit``. **Default value:** 1) For a data ``field``, ``"nominal"`` is the default data type unless the field encoding has ``aggregate``, ``channel``, ``bin``, scale type, ``sort``, or ``timeUnit`` that satisfies the following criteria: * ``"quantitative"`` is the default type if (1) the encoded field contains ``bin`` or ``aggregate`` except ``"argmin"`` and ``"argmax"``, (2) the encoding channel is ``latitude`` or ``longitude`` channel or (3) if the specified scale type is `a quantitative scale `__. * ``"temporal"`` is the default type if (1) the encoded field contains ``timeUnit`` or (2) the specified scale type is a time or utc scale * ``"ordinal"`` is the default type if (1) the encoded field contains a `custom sort order `__, (2) the specified scale type is an ordinal/point/band scale, or (3) the encoding channel is ``order``. 2) For a constant value in data domain ( ``datum`` ): * ``"quantitative"`` if the datum is a number * ``"nominal"`` if the datum is a string * ``"temporal"`` if the datum is `a date time object `__ **Note:** * Data ``type`` describes the semantics of the data rather than the primitive data types (number, string, etc.). The same primitive data type can have different types of measurement. For example, numeric data can represent quantitative, ordinal, or nominal data. * Data values for a temporal field can be either a date-time string (e.g., ``"2015-03-07 12:32:17"``, ``"17:01"``, ``"2015-03-16"``. ``"2015"`` ) or a timestamp number (e.g., ``1552199579097`` ). * When using with `bin `__, the ``type`` property can be either ``"quantitative"`` (for using a linear bin scale) or `"ordinal" (for using an ordinal bin scale) `__. * When using with `timeUnit `__, the ``type`` property can be either ``"temporal"`` (default, for using a temporal scale) or `"ordinal" (for using an ordinal scale) `__. * When using with `aggregate `__, the ``type`` property refers to the post-aggregation data type. For example, we can calculate count ``distinct`` of a categorical field ``"cat"`` using ``{"aggregate": "distinct", "field": "cat"}``. The ``"type"`` of the aggregate output is ``"quantitative"``. * Secondary channels (e.g., ``x2``, ``y2``, ``xError``, ``yError`` ) do not have ``type`` as they must have exactly the same type as their primary channels (e.g., ``x``, ``y`` ). **See also:** `type `__ documentation. """ _schema = {"$ref": "#/definitions/DatumDef"} def __init__( self, bandPosition: Union[float, UndefinedType] = Undefined, datum: Union[ str, bool, dict, None, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, title: Union[str, None, "SchemaBase", Sequence[str], UndefinedType] = Undefined, type: Union[ "SchemaBase", Literal["quantitative", "ordinal", "temporal", "nominal", "geojson"], UndefinedType, ] = Undefined, **kwds, ): super(DatumDef, self).__init__( bandPosition=bandPosition, datum=datum, title=title, type=type, **kwds ) class PositionDatumDefBase(PolarDef): """PositionDatumDefBase schema wrapper Parameters ---------- bandPosition : float Relative position on a band of a stacked, binned, time unit, or band scale. For example, the marks will be positioned at the beginning of the band if set to ``0``, and at the middle of the band if set to ``0.5``. datum : str, bool, dict, None, float, :class:`ExprRef`, :class:`DateTime`, :class:`RepeatRef`, :class:`PrimitiveValue` A constant value in data domain. scale : dict, None, :class:`Scale` An object defining properties of the channel's scale, which is the function that transforms values in the data domain (numbers, dates, strings, etc) to visual values (pixels, colors, sizes) of the encoding channels. If ``null``, the scale will be `disabled and the data value will be directly encoded `__. **Default value:** If undefined, default `scale properties `__ are applied. **See also:** `scale `__ documentation. stack : bool, None, :class:`StackOffset`, Literal['zero', 'center', 'normalize'] Type of stacking offset if the field should be stacked. ``stack`` is only applicable for ``x``, ``y``, ``theta``, and ``radius`` channels with continuous domains. For example, ``stack`` of ``y`` can be used to customize stacking for a vertical bar chart. ``stack`` can be one of the following values: * ``"zero"`` or `true`: stacking with baseline offset at zero value of the scale (for creating typical stacked [bar](https://vega.github.io/vega-lite/docs/stack.html#bar) and `area `__ chart). * ``"normalize"`` - stacking with normalized domain (for creating `normalized stacked bar and area charts `__ and pie charts `with percentage tooltip `__ ). :raw-html:`
` * ``"center"`` - stacking with center baseline (for `streamgraph `__ ). * ``null`` or ``false`` - No-stacking. This will produce layered `bar `__ and area chart. **Default value:** ``zero`` for plots with all of the following conditions are true: (1) the mark is ``bar``, ``area``, or ``arc`` ; (2) the stacked measure channel (x or y) has a linear scale; (3) At least one of non-position channels mapped to an unaggregated field that is different from x and y. Otherwise, ``null`` by default. **See also:** `stack `__ documentation. title : str, None, :class:`Text`, Sequence[str] A title for the field. If ``null``, the title will be removed. **Default value:** derived from the field's name and transformation function ( ``aggregate``, ``bin`` and ``timeUnit`` ). If the field has an aggregate function, the function is displayed as part of the title (e.g., ``"Sum of Profit"`` ). If the field is binned or has a time unit applied, the applied function is shown in parentheses (e.g., ``"Profit (binned)"``, ``"Transaction Date (year-month)"`` ). Otherwise, the title is simply the field name. **Notes** : 1) You can customize the default field title format by providing the `fieldTitle `__ property in the `config `__ or `fieldTitle function via the compile function's options `__. 2) If both field definition's ``title`` and axis, header, or legend ``title`` are defined, axis/header/legend title will be used. type : :class:`Type`, Literal['quantitative', 'ordinal', 'temporal', 'nominal', 'geojson'] The type of measurement ( ``"quantitative"``, ``"temporal"``, ``"ordinal"``, or ``"nominal"`` ) for the encoded field or constant value ( ``datum`` ). It can also be a ``"geojson"`` type for encoding `'geoshape' `__. Vega-Lite automatically infers data types in many cases as discussed below. However, type is required for a field if: (1) the field is not nominal and the field encoding has no specified ``aggregate`` (except ``argmin`` and ``argmax`` ), ``bin``, scale type, custom ``sort`` order, nor ``timeUnit`` or (2) if you wish to use an ordinal scale for a field with ``bin`` or ``timeUnit``. **Default value:** 1) For a data ``field``, ``"nominal"`` is the default data type unless the field encoding has ``aggregate``, ``channel``, ``bin``, scale type, ``sort``, or ``timeUnit`` that satisfies the following criteria: * ``"quantitative"`` is the default type if (1) the encoded field contains ``bin`` or ``aggregate`` except ``"argmin"`` and ``"argmax"``, (2) the encoding channel is ``latitude`` or ``longitude`` channel or (3) if the specified scale type is `a quantitative scale `__. * ``"temporal"`` is the default type if (1) the encoded field contains ``timeUnit`` or (2) the specified scale type is a time or utc scale * ``"ordinal"`` is the default type if (1) the encoded field contains a `custom sort order `__, (2) the specified scale type is an ordinal/point/band scale, or (3) the encoding channel is ``order``. 2) For a constant value in data domain ( ``datum`` ): * ``"quantitative"`` if the datum is a number * ``"nominal"`` if the datum is a string * ``"temporal"`` if the datum is `a date time object `__ **Note:** * Data ``type`` describes the semantics of the data rather than the primitive data types (number, string, etc.). The same primitive data type can have different types of measurement. For example, numeric data can represent quantitative, ordinal, or nominal data. * Data values for a temporal field can be either a date-time string (e.g., ``"2015-03-07 12:32:17"``, ``"17:01"``, ``"2015-03-16"``. ``"2015"`` ) or a timestamp number (e.g., ``1552199579097`` ). * When using with `bin `__, the ``type`` property can be either ``"quantitative"`` (for using a linear bin scale) or `"ordinal" (for using an ordinal bin scale) `__. * When using with `timeUnit `__, the ``type`` property can be either ``"temporal"`` (default, for using a temporal scale) or `"ordinal" (for using an ordinal scale) `__. * When using with `aggregate `__, the ``type`` property refers to the post-aggregation data type. For example, we can calculate count ``distinct`` of a categorical field ``"cat"`` using ``{"aggregate": "distinct", "field": "cat"}``. The ``"type"`` of the aggregate output is ``"quantitative"``. * Secondary channels (e.g., ``x2``, ``y2``, ``xError``, ``yError`` ) do not have ``type`` as they must have exactly the same type as their primary channels (e.g., ``x``, ``y`` ). **See also:** `type `__ documentation. """ _schema = {"$ref": "#/definitions/PositionDatumDefBase"} def __init__( self, bandPosition: Union[float, UndefinedType] = Undefined, datum: Union[ str, bool, dict, None, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, scale: Union[dict, None, "SchemaBase", UndefinedType] = Undefined, stack: Union[ bool, None, "SchemaBase", Literal["zero", "center", "normalize"], UndefinedType, ] = Undefined, title: Union[str, None, "SchemaBase", Sequence[str], UndefinedType] = Undefined, type: Union[ "SchemaBase", Literal["quantitative", "ordinal", "temporal", "nominal", "geojson"], UndefinedType, ] = Undefined, **kwds, ): super(PositionDatumDefBase, self).__init__( bandPosition=bandPosition, datum=datum, scale=scale, stack=stack, title=title, type=type, **kwds, ) class PositionDef(VegaLiteSchema): """PositionDef schema wrapper""" _schema = {"$ref": "#/definitions/PositionDef"} def __init__(self, *args, **kwds): super(PositionDef, self).__init__(*args, **kwds) class PositionDatumDef(PositionDef): """PositionDatumDef schema wrapper Parameters ---------- axis : dict, None, :class:`Axis` An object defining properties of axis's gridlines, ticks and labels. If ``null``, the axis for the encoding channel will be removed. **Default value:** If undefined, default `axis properties `__ are applied. **See also:** `axis `__ documentation. bandPosition : float Relative position on a band of a stacked, binned, time unit, or band scale. For example, the marks will be positioned at the beginning of the band if set to ``0``, and at the middle of the band if set to ``0.5``. datum : str, bool, dict, None, float, :class:`ExprRef`, :class:`DateTime`, :class:`RepeatRef`, :class:`PrimitiveValue` A constant value in data domain. impute : dict, None, :class:`ImputeParams` An object defining the properties of the Impute Operation to be applied. The field value of the other positional channel is taken as ``key`` of the ``Impute`` Operation. The field of the ``color`` channel if specified is used as ``groupby`` of the ``Impute`` Operation. **See also:** `impute `__ documentation. scale : dict, None, :class:`Scale` An object defining properties of the channel's scale, which is the function that transforms values in the data domain (numbers, dates, strings, etc) to visual values (pixels, colors, sizes) of the encoding channels. If ``null``, the scale will be `disabled and the data value will be directly encoded `__. **Default value:** If undefined, default `scale properties `__ are applied. **See also:** `scale `__ documentation. stack : bool, None, :class:`StackOffset`, Literal['zero', 'center', 'normalize'] Type of stacking offset if the field should be stacked. ``stack`` is only applicable for ``x``, ``y``, ``theta``, and ``radius`` channels with continuous domains. For example, ``stack`` of ``y`` can be used to customize stacking for a vertical bar chart. ``stack`` can be one of the following values: * ``"zero"`` or `true`: stacking with baseline offset at zero value of the scale (for creating typical stacked [bar](https://vega.github.io/vega-lite/docs/stack.html#bar) and `area `__ chart). * ``"normalize"`` - stacking with normalized domain (for creating `normalized stacked bar and area charts `__ and pie charts `with percentage tooltip `__ ). :raw-html:`
` * ``"center"`` - stacking with center baseline (for `streamgraph `__ ). * ``null`` or ``false`` - No-stacking. This will produce layered `bar `__ and area chart. **Default value:** ``zero`` for plots with all of the following conditions are true: (1) the mark is ``bar``, ``area``, or ``arc`` ; (2) the stacked measure channel (x or y) has a linear scale; (3) At least one of non-position channels mapped to an unaggregated field that is different from x and y. Otherwise, ``null`` by default. **See also:** `stack `__ documentation. title : str, None, :class:`Text`, Sequence[str] A title for the field. If ``null``, the title will be removed. **Default value:** derived from the field's name and transformation function ( ``aggregate``, ``bin`` and ``timeUnit`` ). If the field has an aggregate function, the function is displayed as part of the title (e.g., ``"Sum of Profit"`` ). If the field is binned or has a time unit applied, the applied function is shown in parentheses (e.g., ``"Profit (binned)"``, ``"Transaction Date (year-month)"`` ). Otherwise, the title is simply the field name. **Notes** : 1) You can customize the default field title format by providing the `fieldTitle `__ property in the `config `__ or `fieldTitle function via the compile function's options `__. 2) If both field definition's ``title`` and axis, header, or legend ``title`` are defined, axis/header/legend title will be used. type : :class:`Type`, Literal['quantitative', 'ordinal', 'temporal', 'nominal', 'geojson'] The type of measurement ( ``"quantitative"``, ``"temporal"``, ``"ordinal"``, or ``"nominal"`` ) for the encoded field or constant value ( ``datum`` ). It can also be a ``"geojson"`` type for encoding `'geoshape' `__. Vega-Lite automatically infers data types in many cases as discussed below. However, type is required for a field if: (1) the field is not nominal and the field encoding has no specified ``aggregate`` (except ``argmin`` and ``argmax`` ), ``bin``, scale type, custom ``sort`` order, nor ``timeUnit`` or (2) if you wish to use an ordinal scale for a field with ``bin`` or ``timeUnit``. **Default value:** 1) For a data ``field``, ``"nominal"`` is the default data type unless the field encoding has ``aggregate``, ``channel``, ``bin``, scale type, ``sort``, or ``timeUnit`` that satisfies the following criteria: * ``"quantitative"`` is the default type if (1) the encoded field contains ``bin`` or ``aggregate`` except ``"argmin"`` and ``"argmax"``, (2) the encoding channel is ``latitude`` or ``longitude`` channel or (3) if the specified scale type is `a quantitative scale `__. * ``"temporal"`` is the default type if (1) the encoded field contains ``timeUnit`` or (2) the specified scale type is a time or utc scale * ``"ordinal"`` is the default type if (1) the encoded field contains a `custom sort order `__, (2) the specified scale type is an ordinal/point/band scale, or (3) the encoding channel is ``order``. 2) For a constant value in data domain ( ``datum`` ): * ``"quantitative"`` if the datum is a number * ``"nominal"`` if the datum is a string * ``"temporal"`` if the datum is `a date time object `__ **Note:** * Data ``type`` describes the semantics of the data rather than the primitive data types (number, string, etc.). The same primitive data type can have different types of measurement. For example, numeric data can represent quantitative, ordinal, or nominal data. * Data values for a temporal field can be either a date-time string (e.g., ``"2015-03-07 12:32:17"``, ``"17:01"``, ``"2015-03-16"``. ``"2015"`` ) or a timestamp number (e.g., ``1552199579097`` ). * When using with `bin `__, the ``type`` property can be either ``"quantitative"`` (for using a linear bin scale) or `"ordinal" (for using an ordinal bin scale) `__. * When using with `timeUnit `__, the ``type`` property can be either ``"temporal"`` (default, for using a temporal scale) or `"ordinal" (for using an ordinal scale) `__. * When using with `aggregate `__, the ``type`` property refers to the post-aggregation data type. For example, we can calculate count ``distinct`` of a categorical field ``"cat"`` using ``{"aggregate": "distinct", "field": "cat"}``. The ``"type"`` of the aggregate output is ``"quantitative"``. * Secondary channels (e.g., ``x2``, ``y2``, ``xError``, ``yError`` ) do not have ``type`` as they must have exactly the same type as their primary channels (e.g., ``x``, ``y`` ). **See also:** `type `__ documentation. """ _schema = {"$ref": "#/definitions/PositionDatumDef"} def __init__( self, axis: Union[dict, None, "SchemaBase", UndefinedType] = Undefined, bandPosition: Union[float, UndefinedType] = Undefined, datum: Union[ str, bool, dict, None, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, impute: Union[dict, None, "SchemaBase", UndefinedType] = Undefined, scale: Union[dict, None, "SchemaBase", UndefinedType] = Undefined, stack: Union[ bool, None, "SchemaBase", Literal["zero", "center", "normalize"], UndefinedType, ] = Undefined, title: Union[str, None, "SchemaBase", Sequence[str], UndefinedType] = Undefined, type: Union[ "SchemaBase", Literal["quantitative", "ordinal", "temporal", "nominal", "geojson"], UndefinedType, ] = Undefined, **kwds, ): super(PositionDatumDef, self).__init__( axis=axis, bandPosition=bandPosition, datum=datum, impute=impute, scale=scale, stack=stack, title=title, type=type, **kwds, ) class PositionFieldDef(PositionDef): """PositionFieldDef schema wrapper Parameters ---------- shorthand : str, dict, Sequence[str], :class:`RepeatRef` shorthand for field, aggregate, and type aggregate : dict, :class:`Aggregate`, :class:`ArgmaxDef`, :class:`ArgminDef`, :class:`NonArgAggregateOp`, Literal['average', 'count', 'distinct', 'max', 'mean', 'median', 'min', 'missing', 'product', 'q1', 'q3', 'ci0', 'ci1', 'stderr', 'stdev', 'stdevp', 'sum', 'valid', 'values', 'variance', 'variancep', 'exponential', 'exponentialb'] Aggregation function for the field (e.g., ``"mean"``, ``"sum"``, ``"median"``, ``"min"``, ``"max"``, ``"count"`` ). **Default value:** ``undefined`` (None) **See also:** `aggregate `__ documentation. axis : dict, None, :class:`Axis` An object defining properties of axis's gridlines, ticks and labels. If ``null``, the axis for the encoding channel will be removed. **Default value:** If undefined, default `axis properties `__ are applied. **See also:** `axis `__ documentation. bandPosition : float Relative position on a band of a stacked, binned, time unit, or band scale. For example, the marks will be positioned at the beginning of the band if set to ``0``, and at the middle of the band if set to ``0.5``. bin : str, bool, dict, None, :class:`BinParams` A flag for binning a ``quantitative`` field, `an object defining binning parameters `__, or indicating that the data for ``x`` or ``y`` channel are binned before they are imported into Vega-Lite ( ``"binned"`` ). If ``true``, default `binning parameters `__ will be applied. If ``"binned"``, this indicates that the data for the ``x`` (or ``y`` ) channel are already binned. You can map the bin-start field to ``x`` (or ``y`` ) and the bin-end field to ``x2`` (or ``y2`` ). The scale and axis will be formatted similar to binning in Vega-Lite. To adjust the axis ticks based on the bin step, you can also set the axis's `tickMinStep `__ property. **Default value:** ``false`` **See also:** `bin `__ documentation. field : str, dict, :class:`Field`, :class:`FieldName`, :class:`RepeatRef` **Required.** A string defining the name of the field from which to pull a data value or an object defining iterated values from the `repeat `__ operator. **See also:** `field `__ documentation. **Notes:** 1) Dots ( ``.`` ) and brackets ( ``[`` and ``]`` ) can be used to access nested objects (e.g., ``"field": "foo.bar"`` and ``"field": "foo['bar']"`` ). If field names contain dots or brackets but are not nested, you can use ``\\`` to escape dots and brackets (e.g., ``"a\\.b"`` and ``"a\\[0\\]"`` ). See more details about escaping in the `field documentation `__. 2) ``field`` is not required if ``aggregate`` is ``count``. impute : dict, None, :class:`ImputeParams` An object defining the properties of the Impute Operation to be applied. The field value of the other positional channel is taken as ``key`` of the ``Impute`` Operation. The field of the ``color`` channel if specified is used as ``groupby`` of the ``Impute`` Operation. **See also:** `impute `__ documentation. scale : dict, None, :class:`Scale` An object defining properties of the channel's scale, which is the function that transforms values in the data domain (numbers, dates, strings, etc) to visual values (pixels, colors, sizes) of the encoding channels. If ``null``, the scale will be `disabled and the data value will be directly encoded `__. **Default value:** If undefined, default `scale properties `__ are applied. **See also:** `scale `__ documentation. sort : dict, None, :class:`Sort`, Sequence[str], Sequence[bool], Sequence[float], :class:`SortArray`, :class:`SortOrder`, :class:`AllSortString`, :class:`SortByChannel`, :class:`SortByEncoding`, :class:`EncodingSortField`, :class:`SortByChannelDesc`, Sequence[dict, :class:`DateTime`], Literal['ascending', 'descending'], Literal['x', 'y', 'color', 'fill', 'stroke', 'strokeWidth', 'size', 'shape', 'fillOpacity', 'strokeOpacity', 'opacity', 'text'], Literal['-x', '-y', '-color', '-fill', '-stroke', '-strokeWidth', '-size', '-shape', '-fillOpacity', '-strokeOpacity', '-opacity', '-text'] Sort order for the encoded field. For continuous fields (quantitative or temporal), ``sort`` can be either ``"ascending"`` or ``"descending"``. For discrete fields, ``sort`` can be one of the following: * ``"ascending"`` or ``"descending"`` -- for sorting by the values' natural order in JavaScript. * `A string indicating an encoding channel name to sort by `__ (e.g., ``"x"`` or ``"y"`` ) with an optional minus prefix for descending sort (e.g., ``"-x"`` to sort by x-field, descending). This channel string is short-form of `a sort-by-encoding definition `__. For example, ``"sort": "-x"`` is equivalent to ``"sort": {"encoding": "x", "order": "descending"}``. * `A sort field definition `__ for sorting by another field. * `An array specifying the field values in preferred order `__. In this case, the sort order will obey the values in the array, followed by any unspecified values in their original order. For discrete time field, values in the sort array can be `date-time definition objects `__. In addition, for time units ``"month"`` and ``"day"``, the values can be the month or day names (case insensitive) or their 3-letter initials (e.g., ``"Mon"``, ``"Tue"`` ). * ``null`` indicating no sort. **Default value:** ``"ascending"`` **Note:** ``null`` and sorting by another channel is not supported for ``row`` and ``column``. **See also:** `sort `__ documentation. stack : bool, None, :class:`StackOffset`, Literal['zero', 'center', 'normalize'] Type of stacking offset if the field should be stacked. ``stack`` is only applicable for ``x``, ``y``, ``theta``, and ``radius`` channels with continuous domains. For example, ``stack`` of ``y`` can be used to customize stacking for a vertical bar chart. ``stack`` can be one of the following values: * ``"zero"`` or `true`: stacking with baseline offset at zero value of the scale (for creating typical stacked [bar](https://vega.github.io/vega-lite/docs/stack.html#bar) and `area `__ chart). * ``"normalize"`` - stacking with normalized domain (for creating `normalized stacked bar and area charts `__ and pie charts `with percentage tooltip `__ ). :raw-html:`
` * ``"center"`` - stacking with center baseline (for `streamgraph `__ ). * ``null`` or ``false`` - No-stacking. This will produce layered `bar `__ and area chart. **Default value:** ``zero`` for plots with all of the following conditions are true: (1) the mark is ``bar``, ``area``, or ``arc`` ; (2) the stacked measure channel (x or y) has a linear scale; (3) At least one of non-position channels mapped to an unaggregated field that is different from x and y. Otherwise, ``null`` by default. **See also:** `stack `__ documentation. timeUnit : dict, :class:`TimeUnit`, :class:`MultiTimeUnit`, :class:`BinnedTimeUnit`, :class:`SingleTimeUnit`, :class:`TimeUnitParams`, :class:`UtcMultiTimeUnit`, :class:`UtcSingleTimeUnit`, :class:`LocalMultiTimeUnit`, :class:`LocalSingleTimeUnit`, Literal['year', 'quarter', 'month', 'week', 'day', 'dayofyear', 'date', 'hours', 'minutes', 'seconds', 'milliseconds'], Literal['utcyear', 'utcquarter', 'utcmonth', 'utcweek', 'utcday', 'utcdayofyear', 'utcdate', 'utchours', 'utcminutes', 'utcseconds', 'utcmilliseconds'], Literal['binnedyear', 'binnedyearquarter', 'binnedyearquartermonth', 'binnedyearmonth', 'binnedyearmonthdate', 'binnedyearmonthdatehours', 'binnedyearmonthdatehoursminutes', 'binnedyearmonthdatehoursminutesseconds', 'binnedyearweek', 'binnedyearweekday', 'binnedyearweekdayhours', 'binnedyearweekdayhoursminutes', 'binnedyearweekdayhoursminutesseconds', 'binnedyeardayofyear'], Literal['binnedutcyear', 'binnedutcyearquarter', 'binnedutcyearquartermonth', 'binnedutcyearmonth', 'binnedutcyearmonthdate', 'binnedutcyearmonthdatehours', 'binnedutcyearmonthdatehoursminutes', 'binnedutcyearmonthdatehoursminutesseconds', 'binnedutcyearweek', 'binnedutcyearweekday', 'binnedutcyearweekdayhours', 'binnedutcyearweekdayhoursminutes', 'binnedutcyearweekdayhoursminutesseconds', 'binnedutcyeardayofyear'], Literal['yearquarter', 'yearquartermonth', 'yearmonth', 'yearmonthdate', 'yearmonthdatehours', 'yearmonthdatehoursminutes', 'yearmonthdatehoursminutesseconds', 'yearweek', 'yearweekday', 'yearweekdayhours', 'yearweekdayhoursminutes', 'yearweekdayhoursminutesseconds', 'yeardayofyear', 'quartermonth', 'monthdate', 'monthdatehours', 'monthdatehoursminutes', 'monthdatehoursminutesseconds', 'weekday', 'weekdayhours', 'weekdayhoursminutes', 'weekdayhoursminutesseconds', 'dayhours', 'dayhoursminutes', 'dayhoursminutesseconds', 'hoursminutes', 'hoursminutesseconds', 'minutesseconds', 'secondsmilliseconds'], Literal['utcyearquarter', 'utcyearquartermonth', 'utcyearmonth', 'utcyearmonthdate', 'utcyearmonthdatehours', 'utcyearmonthdatehoursminutes', 'utcyearmonthdatehoursminutesseconds', 'utcyearweek', 'utcyearweekday', 'utcyearweekdayhours', 'utcyearweekdayhoursminutes', 'utcyearweekdayhoursminutesseconds', 'utcyeardayofyear', 'utcquartermonth', 'utcmonthdate', 'utcmonthdatehours', 'utcmonthdatehoursminutes', 'utcmonthdatehoursminutesseconds', 'utcweekday', 'utcweeksdayhours', 'utcweekdayhoursminutes', 'utcweekdayhoursminutesseconds', 'utcdayhours', 'utcdayhoursminutes', 'utcdayhoursminutesseconds', 'utchoursminutes', 'utchoursminutesseconds', 'utcminutesseconds', 'utcsecondsmilliseconds'] Time unit (e.g., ``year``, ``yearmonth``, ``month``, ``hours`` ) for a temporal field. or `a temporal field that gets casted as ordinal `__. **Default value:** ``undefined`` (None) **See also:** `timeUnit `__ documentation. title : str, None, :class:`Text`, Sequence[str] A title for the field. If ``null``, the title will be removed. **Default value:** derived from the field's name and transformation function ( ``aggregate``, ``bin`` and ``timeUnit`` ). If the field has an aggregate function, the function is displayed as part of the title (e.g., ``"Sum of Profit"`` ). If the field is binned or has a time unit applied, the applied function is shown in parentheses (e.g., ``"Profit (binned)"``, ``"Transaction Date (year-month)"`` ). Otherwise, the title is simply the field name. **Notes** : 1) You can customize the default field title format by providing the `fieldTitle `__ property in the `config `__ or `fieldTitle function via the compile function's options `__. 2) If both field definition's ``title`` and axis, header, or legend ``title`` are defined, axis/header/legend title will be used. type : :class:`StandardType`, Literal['quantitative', 'ordinal', 'temporal', 'nominal'] The type of measurement ( ``"quantitative"``, ``"temporal"``, ``"ordinal"``, or ``"nominal"`` ) for the encoded field or constant value ( ``datum`` ). It can also be a ``"geojson"`` type for encoding `'geoshape' `__. Vega-Lite automatically infers data types in many cases as discussed below. However, type is required for a field if: (1) the field is not nominal and the field encoding has no specified ``aggregate`` (except ``argmin`` and ``argmax`` ), ``bin``, scale type, custom ``sort`` order, nor ``timeUnit`` or (2) if you wish to use an ordinal scale for a field with ``bin`` or ``timeUnit``. **Default value:** 1) For a data ``field``, ``"nominal"`` is the default data type unless the field encoding has ``aggregate``, ``channel``, ``bin``, scale type, ``sort``, or ``timeUnit`` that satisfies the following criteria: * ``"quantitative"`` is the default type if (1) the encoded field contains ``bin`` or ``aggregate`` except ``"argmin"`` and ``"argmax"``, (2) the encoding channel is ``latitude`` or ``longitude`` channel or (3) if the specified scale type is `a quantitative scale `__. * ``"temporal"`` is the default type if (1) the encoded field contains ``timeUnit`` or (2) the specified scale type is a time or utc scale * ``"ordinal"`` is the default type if (1) the encoded field contains a `custom sort order `__, (2) the specified scale type is an ordinal/point/band scale, or (3) the encoding channel is ``order``. 2) For a constant value in data domain ( ``datum`` ): * ``"quantitative"`` if the datum is a number * ``"nominal"`` if the datum is a string * ``"temporal"`` if the datum is `a date time object `__ **Note:** * Data ``type`` describes the semantics of the data rather than the primitive data types (number, string, etc.). The same primitive data type can have different types of measurement. For example, numeric data can represent quantitative, ordinal, or nominal data. * Data values for a temporal field can be either a date-time string (e.g., ``"2015-03-07 12:32:17"``, ``"17:01"``, ``"2015-03-16"``. ``"2015"`` ) or a timestamp number (e.g., ``1552199579097`` ). * When using with `bin `__, the ``type`` property can be either ``"quantitative"`` (for using a linear bin scale) or `"ordinal" (for using an ordinal bin scale) `__. * When using with `timeUnit `__, the ``type`` property can be either ``"temporal"`` (default, for using a temporal scale) or `"ordinal" (for using an ordinal scale) `__. * When using with `aggregate `__, the ``type`` property refers to the post-aggregation data type. For example, we can calculate count ``distinct`` of a categorical field ``"cat"`` using ``{"aggregate": "distinct", "field": "cat"}``. The ``"type"`` of the aggregate output is ``"quantitative"``. * Secondary channels (e.g., ``x2``, ``y2``, ``xError``, ``yError`` ) do not have ``type`` as they must have exactly the same type as their primary channels (e.g., ``x``, ``y`` ). **See also:** `type `__ documentation. """ _schema = {"$ref": "#/definitions/PositionFieldDef"} def __init__( self, shorthand: Union[ str, dict, "SchemaBase", Sequence[str], UndefinedType ] = Undefined, aggregate: Union[ dict, "SchemaBase", Literal[ "average", "count", "distinct", "max", "mean", "median", "min", "missing", "product", "q1", "q3", "ci0", "ci1", "stderr", "stdev", "stdevp", "sum", "valid", "values", "variance", "variancep", "exponential", "exponentialb", ], UndefinedType, ] = Undefined, axis: Union[dict, None, "SchemaBase", UndefinedType] = Undefined, bandPosition: Union[float, UndefinedType] = Undefined, bin: Union[str, bool, dict, None, "SchemaBase", UndefinedType] = Undefined, field: Union[str, dict, "SchemaBase", UndefinedType] = Undefined, impute: Union[dict, None, "SchemaBase", UndefinedType] = Undefined, scale: Union[dict, None, "SchemaBase", UndefinedType] = Undefined, sort: Union[ dict, None, "SchemaBase", Sequence[str], Sequence[bool], Sequence[float], Literal["ascending", "descending"], Sequence[Union[dict, "SchemaBase"]], Literal[ "x", "y", "color", "fill", "stroke", "strokeWidth", "size", "shape", "fillOpacity", "strokeOpacity", "opacity", "text", ], Literal[ "-x", "-y", "-color", "-fill", "-stroke", "-strokeWidth", "-size", "-shape", "-fillOpacity", "-strokeOpacity", "-opacity", "-text", ], UndefinedType, ] = Undefined, stack: Union[ bool, None, "SchemaBase", Literal["zero", "center", "normalize"], UndefinedType, ] = Undefined, timeUnit: Union[ dict, "SchemaBase", Literal[ "year", "quarter", "month", "week", "day", "dayofyear", "date", "hours", "minutes", "seconds", "milliseconds", ], Literal[ "utcyear", "utcquarter", "utcmonth", "utcweek", "utcday", "utcdayofyear", "utcdate", "utchours", "utcminutes", "utcseconds", "utcmilliseconds", ], Literal[ "binnedyear", "binnedyearquarter", "binnedyearquartermonth", "binnedyearmonth", "binnedyearmonthdate", "binnedyearmonthdatehours", "binnedyearmonthdatehoursminutes", "binnedyearmonthdatehoursminutesseconds", "binnedyearweek", "binnedyearweekday", "binnedyearweekdayhours", "binnedyearweekdayhoursminutes", "binnedyearweekdayhoursminutesseconds", "binnedyeardayofyear", ], Literal[ "binnedutcyear", "binnedutcyearquarter", "binnedutcyearquartermonth", "binnedutcyearmonth", "binnedutcyearmonthdate", "binnedutcyearmonthdatehours", "binnedutcyearmonthdatehoursminutes", "binnedutcyearmonthdatehoursminutesseconds", "binnedutcyearweek", "binnedutcyearweekday", "binnedutcyearweekdayhours", "binnedutcyearweekdayhoursminutes", "binnedutcyearweekdayhoursminutesseconds", "binnedutcyeardayofyear", ], Literal[ "yearquarter", "yearquartermonth", "yearmonth", "yearmonthdate", "yearmonthdatehours", "yearmonthdatehoursminutes", "yearmonthdatehoursminutesseconds", "yearweek", "yearweekday", "yearweekdayhours", "yearweekdayhoursminutes", "yearweekdayhoursminutesseconds", "yeardayofyear", "quartermonth", "monthdate", "monthdatehours", "monthdatehoursminutes", "monthdatehoursminutesseconds", "weekday", "weekdayhours", "weekdayhoursminutes", "weekdayhoursminutesseconds", "dayhours", "dayhoursminutes", "dayhoursminutesseconds", "hoursminutes", "hoursminutesseconds", "minutesseconds", "secondsmilliseconds", ], Literal[ "utcyearquarter", "utcyearquartermonth", "utcyearmonth", "utcyearmonthdate", "utcyearmonthdatehours", "utcyearmonthdatehoursminutes", "utcyearmonthdatehoursminutesseconds", "utcyearweek", "utcyearweekday", "utcyearweekdayhours", "utcyearweekdayhoursminutes", "utcyearweekdayhoursminutesseconds", "utcyeardayofyear", "utcquartermonth", "utcmonthdate", "utcmonthdatehours", "utcmonthdatehoursminutes", "utcmonthdatehoursminutesseconds", "utcweekday", "utcweeksdayhours", "utcweekdayhoursminutes", "utcweekdayhoursminutesseconds", "utcdayhours", "utcdayhoursminutes", "utcdayhoursminutesseconds", "utchoursminutes", "utchoursminutesseconds", "utcminutesseconds", "utcsecondsmilliseconds", ], UndefinedType, ] = Undefined, title: Union[str, None, "SchemaBase", Sequence[str], UndefinedType] = Undefined, type: Union[ "SchemaBase", Literal["quantitative", "ordinal", "temporal", "nominal"], UndefinedType, ] = Undefined, **kwds, ): super(PositionFieldDef, self).__init__( shorthand=shorthand, aggregate=aggregate, axis=axis, bandPosition=bandPosition, bin=bin, field=field, impute=impute, scale=scale, sort=sort, stack=stack, timeUnit=timeUnit, title=title, type=type, **kwds, ) class PositionFieldDefBase(PolarDef): """PositionFieldDefBase schema wrapper Parameters ---------- shorthand : str, dict, Sequence[str], :class:`RepeatRef` shorthand for field, aggregate, and type aggregate : dict, :class:`Aggregate`, :class:`ArgmaxDef`, :class:`ArgminDef`, :class:`NonArgAggregateOp`, Literal['average', 'count', 'distinct', 'max', 'mean', 'median', 'min', 'missing', 'product', 'q1', 'q3', 'ci0', 'ci1', 'stderr', 'stdev', 'stdevp', 'sum', 'valid', 'values', 'variance', 'variancep', 'exponential', 'exponentialb'] Aggregation function for the field (e.g., ``"mean"``, ``"sum"``, ``"median"``, ``"min"``, ``"max"``, ``"count"`` ). **Default value:** ``undefined`` (None) **See also:** `aggregate `__ documentation. bandPosition : float Relative position on a band of a stacked, binned, time unit, or band scale. For example, the marks will be positioned at the beginning of the band if set to ``0``, and at the middle of the band if set to ``0.5``. bin : str, bool, dict, None, :class:`BinParams` A flag for binning a ``quantitative`` field, `an object defining binning parameters `__, or indicating that the data for ``x`` or ``y`` channel are binned before they are imported into Vega-Lite ( ``"binned"`` ). If ``true``, default `binning parameters `__ will be applied. If ``"binned"``, this indicates that the data for the ``x`` (or ``y`` ) channel are already binned. You can map the bin-start field to ``x`` (or ``y`` ) and the bin-end field to ``x2`` (or ``y2`` ). The scale and axis will be formatted similar to binning in Vega-Lite. To adjust the axis ticks based on the bin step, you can also set the axis's `tickMinStep `__ property. **Default value:** ``false`` **See also:** `bin `__ documentation. field : str, dict, :class:`Field`, :class:`FieldName`, :class:`RepeatRef` **Required.** A string defining the name of the field from which to pull a data value or an object defining iterated values from the `repeat `__ operator. **See also:** `field `__ documentation. **Notes:** 1) Dots ( ``.`` ) and brackets ( ``[`` and ``]`` ) can be used to access nested objects (e.g., ``"field": "foo.bar"`` and ``"field": "foo['bar']"`` ). If field names contain dots or brackets but are not nested, you can use ``\\`` to escape dots and brackets (e.g., ``"a\\.b"`` and ``"a\\[0\\]"`` ). See more details about escaping in the `field documentation `__. 2) ``field`` is not required if ``aggregate`` is ``count``. scale : dict, None, :class:`Scale` An object defining properties of the channel's scale, which is the function that transforms values in the data domain (numbers, dates, strings, etc) to visual values (pixels, colors, sizes) of the encoding channels. If ``null``, the scale will be `disabled and the data value will be directly encoded `__. **Default value:** If undefined, default `scale properties `__ are applied. **See also:** `scale `__ documentation. sort : dict, None, :class:`Sort`, Sequence[str], Sequence[bool], Sequence[float], :class:`SortArray`, :class:`SortOrder`, :class:`AllSortString`, :class:`SortByChannel`, :class:`SortByEncoding`, :class:`EncodingSortField`, :class:`SortByChannelDesc`, Sequence[dict, :class:`DateTime`], Literal['ascending', 'descending'], Literal['x', 'y', 'color', 'fill', 'stroke', 'strokeWidth', 'size', 'shape', 'fillOpacity', 'strokeOpacity', 'opacity', 'text'], Literal['-x', '-y', '-color', '-fill', '-stroke', '-strokeWidth', '-size', '-shape', '-fillOpacity', '-strokeOpacity', '-opacity', '-text'] Sort order for the encoded field. For continuous fields (quantitative or temporal), ``sort`` can be either ``"ascending"`` or ``"descending"``. For discrete fields, ``sort`` can be one of the following: * ``"ascending"`` or ``"descending"`` -- for sorting by the values' natural order in JavaScript. * `A string indicating an encoding channel name to sort by `__ (e.g., ``"x"`` or ``"y"`` ) with an optional minus prefix for descending sort (e.g., ``"-x"`` to sort by x-field, descending). This channel string is short-form of `a sort-by-encoding definition `__. For example, ``"sort": "-x"`` is equivalent to ``"sort": {"encoding": "x", "order": "descending"}``. * `A sort field definition `__ for sorting by another field. * `An array specifying the field values in preferred order `__. In this case, the sort order will obey the values in the array, followed by any unspecified values in their original order. For discrete time field, values in the sort array can be `date-time definition objects `__. In addition, for time units ``"month"`` and ``"day"``, the values can be the month or day names (case insensitive) or their 3-letter initials (e.g., ``"Mon"``, ``"Tue"`` ). * ``null`` indicating no sort. **Default value:** ``"ascending"`` **Note:** ``null`` and sorting by another channel is not supported for ``row`` and ``column``. **See also:** `sort `__ documentation. stack : bool, None, :class:`StackOffset`, Literal['zero', 'center', 'normalize'] Type of stacking offset if the field should be stacked. ``stack`` is only applicable for ``x``, ``y``, ``theta``, and ``radius`` channels with continuous domains. For example, ``stack`` of ``y`` can be used to customize stacking for a vertical bar chart. ``stack`` can be one of the following values: * ``"zero"`` or `true`: stacking with baseline offset at zero value of the scale (for creating typical stacked [bar](https://vega.github.io/vega-lite/docs/stack.html#bar) and `area `__ chart). * ``"normalize"`` - stacking with normalized domain (for creating `normalized stacked bar and area charts `__ and pie charts `with percentage tooltip `__ ). :raw-html:`
` * ``"center"`` - stacking with center baseline (for `streamgraph `__ ). * ``null`` or ``false`` - No-stacking. This will produce layered `bar `__ and area chart. **Default value:** ``zero`` for plots with all of the following conditions are true: (1) the mark is ``bar``, ``area``, or ``arc`` ; (2) the stacked measure channel (x or y) has a linear scale; (3) At least one of non-position channels mapped to an unaggregated field that is different from x and y. Otherwise, ``null`` by default. **See also:** `stack `__ documentation. timeUnit : dict, :class:`TimeUnit`, :class:`MultiTimeUnit`, :class:`BinnedTimeUnit`, :class:`SingleTimeUnit`, :class:`TimeUnitParams`, :class:`UtcMultiTimeUnit`, :class:`UtcSingleTimeUnit`, :class:`LocalMultiTimeUnit`, :class:`LocalSingleTimeUnit`, Literal['year', 'quarter', 'month', 'week', 'day', 'dayofyear', 'date', 'hours', 'minutes', 'seconds', 'milliseconds'], Literal['utcyear', 'utcquarter', 'utcmonth', 'utcweek', 'utcday', 'utcdayofyear', 'utcdate', 'utchours', 'utcminutes', 'utcseconds', 'utcmilliseconds'], Literal['binnedyear', 'binnedyearquarter', 'binnedyearquartermonth', 'binnedyearmonth', 'binnedyearmonthdate', 'binnedyearmonthdatehours', 'binnedyearmonthdatehoursminutes', 'binnedyearmonthdatehoursminutesseconds', 'binnedyearweek', 'binnedyearweekday', 'binnedyearweekdayhours', 'binnedyearweekdayhoursminutes', 'binnedyearweekdayhoursminutesseconds', 'binnedyeardayofyear'], Literal['binnedutcyear', 'binnedutcyearquarter', 'binnedutcyearquartermonth', 'binnedutcyearmonth', 'binnedutcyearmonthdate', 'binnedutcyearmonthdatehours', 'binnedutcyearmonthdatehoursminutes', 'binnedutcyearmonthdatehoursminutesseconds', 'binnedutcyearweek', 'binnedutcyearweekday', 'binnedutcyearweekdayhours', 'binnedutcyearweekdayhoursminutes', 'binnedutcyearweekdayhoursminutesseconds', 'binnedutcyeardayofyear'], Literal['yearquarter', 'yearquartermonth', 'yearmonth', 'yearmonthdate', 'yearmonthdatehours', 'yearmonthdatehoursminutes', 'yearmonthdatehoursminutesseconds', 'yearweek', 'yearweekday', 'yearweekdayhours', 'yearweekdayhoursminutes', 'yearweekdayhoursminutesseconds', 'yeardayofyear', 'quartermonth', 'monthdate', 'monthdatehours', 'monthdatehoursminutes', 'monthdatehoursminutesseconds', 'weekday', 'weekdayhours', 'weekdayhoursminutes', 'weekdayhoursminutesseconds', 'dayhours', 'dayhoursminutes', 'dayhoursminutesseconds', 'hoursminutes', 'hoursminutesseconds', 'minutesseconds', 'secondsmilliseconds'], Literal['utcyearquarter', 'utcyearquartermonth', 'utcyearmonth', 'utcyearmonthdate', 'utcyearmonthdatehours', 'utcyearmonthdatehoursminutes', 'utcyearmonthdatehoursminutesseconds', 'utcyearweek', 'utcyearweekday', 'utcyearweekdayhours', 'utcyearweekdayhoursminutes', 'utcyearweekdayhoursminutesseconds', 'utcyeardayofyear', 'utcquartermonth', 'utcmonthdate', 'utcmonthdatehours', 'utcmonthdatehoursminutes', 'utcmonthdatehoursminutesseconds', 'utcweekday', 'utcweeksdayhours', 'utcweekdayhoursminutes', 'utcweekdayhoursminutesseconds', 'utcdayhours', 'utcdayhoursminutes', 'utcdayhoursminutesseconds', 'utchoursminutes', 'utchoursminutesseconds', 'utcminutesseconds', 'utcsecondsmilliseconds'] Time unit (e.g., ``year``, ``yearmonth``, ``month``, ``hours`` ) for a temporal field. or `a temporal field that gets casted as ordinal `__. **Default value:** ``undefined`` (None) **See also:** `timeUnit `__ documentation. title : str, None, :class:`Text`, Sequence[str] A title for the field. If ``null``, the title will be removed. **Default value:** derived from the field's name and transformation function ( ``aggregate``, ``bin`` and ``timeUnit`` ). If the field has an aggregate function, the function is displayed as part of the title (e.g., ``"Sum of Profit"`` ). If the field is binned or has a time unit applied, the applied function is shown in parentheses (e.g., ``"Profit (binned)"``, ``"Transaction Date (year-month)"`` ). Otherwise, the title is simply the field name. **Notes** : 1) You can customize the default field title format by providing the `fieldTitle `__ property in the `config `__ or `fieldTitle function via the compile function's options `__. 2) If both field definition's ``title`` and axis, header, or legend ``title`` are defined, axis/header/legend title will be used. type : :class:`StandardType`, Literal['quantitative', 'ordinal', 'temporal', 'nominal'] The type of measurement ( ``"quantitative"``, ``"temporal"``, ``"ordinal"``, or ``"nominal"`` ) for the encoded field or constant value ( ``datum`` ). It can also be a ``"geojson"`` type for encoding `'geoshape' `__. Vega-Lite automatically infers data types in many cases as discussed below. However, type is required for a field if: (1) the field is not nominal and the field encoding has no specified ``aggregate`` (except ``argmin`` and ``argmax`` ), ``bin``, scale type, custom ``sort`` order, nor ``timeUnit`` or (2) if you wish to use an ordinal scale for a field with ``bin`` or ``timeUnit``. **Default value:** 1) For a data ``field``, ``"nominal"`` is the default data type unless the field encoding has ``aggregate``, ``channel``, ``bin``, scale type, ``sort``, or ``timeUnit`` that satisfies the following criteria: * ``"quantitative"`` is the default type if (1) the encoded field contains ``bin`` or ``aggregate`` except ``"argmin"`` and ``"argmax"``, (2) the encoding channel is ``latitude`` or ``longitude`` channel or (3) if the specified scale type is `a quantitative scale `__. * ``"temporal"`` is the default type if (1) the encoded field contains ``timeUnit`` or (2) the specified scale type is a time or utc scale * ``"ordinal"`` is the default type if (1) the encoded field contains a `custom sort order `__, (2) the specified scale type is an ordinal/point/band scale, or (3) the encoding channel is ``order``. 2) For a constant value in data domain ( ``datum`` ): * ``"quantitative"`` if the datum is a number * ``"nominal"`` if the datum is a string * ``"temporal"`` if the datum is `a date time object `__ **Note:** * Data ``type`` describes the semantics of the data rather than the primitive data types (number, string, etc.). The same primitive data type can have different types of measurement. For example, numeric data can represent quantitative, ordinal, or nominal data. * Data values for a temporal field can be either a date-time string (e.g., ``"2015-03-07 12:32:17"``, ``"17:01"``, ``"2015-03-16"``. ``"2015"`` ) or a timestamp number (e.g., ``1552199579097`` ). * When using with `bin `__, the ``type`` property can be either ``"quantitative"`` (for using a linear bin scale) or `"ordinal" (for using an ordinal bin scale) `__. * When using with `timeUnit `__, the ``type`` property can be either ``"temporal"`` (default, for using a temporal scale) or `"ordinal" (for using an ordinal scale) `__. * When using with `aggregate `__, the ``type`` property refers to the post-aggregation data type. For example, we can calculate count ``distinct`` of a categorical field ``"cat"`` using ``{"aggregate": "distinct", "field": "cat"}``. The ``"type"`` of the aggregate output is ``"quantitative"``. * Secondary channels (e.g., ``x2``, ``y2``, ``xError``, ``yError`` ) do not have ``type`` as they must have exactly the same type as their primary channels (e.g., ``x``, ``y`` ). **See also:** `type `__ documentation. """ _schema = {"$ref": "#/definitions/PositionFieldDefBase"} def __init__( self, shorthand: Union[ str, dict, "SchemaBase", Sequence[str], UndefinedType ] = Undefined, aggregate: Union[ dict, "SchemaBase", Literal[ "average", "count", "distinct", "max", "mean", "median", "min", "missing", "product", "q1", "q3", "ci0", "ci1", "stderr", "stdev", "stdevp", "sum", "valid", "values", "variance", "variancep", "exponential", "exponentialb", ], UndefinedType, ] = Undefined, bandPosition: Union[float, UndefinedType] = Undefined, bin: Union[str, bool, dict, None, "SchemaBase", UndefinedType] = Undefined, field: Union[str, dict, "SchemaBase", UndefinedType] = Undefined, scale: Union[dict, None, "SchemaBase", UndefinedType] = Undefined, sort: Union[ dict, None, "SchemaBase", Sequence[str], Sequence[bool], Sequence[float], Literal["ascending", "descending"], Sequence[Union[dict, "SchemaBase"]], Literal[ "x", "y", "color", "fill", "stroke", "strokeWidth", "size", "shape", "fillOpacity", "strokeOpacity", "opacity", "text", ], Literal[ "-x", "-y", "-color", "-fill", "-stroke", "-strokeWidth", "-size", "-shape", "-fillOpacity", "-strokeOpacity", "-opacity", "-text", ], UndefinedType, ] = Undefined, stack: Union[ bool, None, "SchemaBase", Literal["zero", "center", "normalize"], UndefinedType, ] = Undefined, timeUnit: Union[ dict, "SchemaBase", Literal[ "year", "quarter", "month", "week", "day", "dayofyear", "date", "hours", "minutes", "seconds", "milliseconds", ], Literal[ "utcyear", "utcquarter", "utcmonth", "utcweek", "utcday", "utcdayofyear", "utcdate", "utchours", "utcminutes", "utcseconds", "utcmilliseconds", ], Literal[ "binnedyear", "binnedyearquarter", "binnedyearquartermonth", "binnedyearmonth", "binnedyearmonthdate", "binnedyearmonthdatehours", "binnedyearmonthdatehoursminutes", "binnedyearmonthdatehoursminutesseconds", "binnedyearweek", "binnedyearweekday", "binnedyearweekdayhours", "binnedyearweekdayhoursminutes", "binnedyearweekdayhoursminutesseconds", "binnedyeardayofyear", ], Literal[ "binnedutcyear", "binnedutcyearquarter", "binnedutcyearquartermonth", "binnedutcyearmonth", "binnedutcyearmonthdate", "binnedutcyearmonthdatehours", "binnedutcyearmonthdatehoursminutes", "binnedutcyearmonthdatehoursminutesseconds", "binnedutcyearweek", "binnedutcyearweekday", "binnedutcyearweekdayhours", "binnedutcyearweekdayhoursminutes", "binnedutcyearweekdayhoursminutesseconds", "binnedutcyeardayofyear", ], Literal[ "yearquarter", "yearquartermonth", "yearmonth", "yearmonthdate", "yearmonthdatehours", "yearmonthdatehoursminutes", "yearmonthdatehoursminutesseconds", "yearweek", "yearweekday", "yearweekdayhours", "yearweekdayhoursminutes", "yearweekdayhoursminutesseconds", "yeardayofyear", "quartermonth", "monthdate", "monthdatehours", "monthdatehoursminutes", "monthdatehoursminutesseconds", "weekday", "weekdayhours", "weekdayhoursminutes", "weekdayhoursminutesseconds", "dayhours", "dayhoursminutes", "dayhoursminutesseconds", "hoursminutes", "hoursminutesseconds", "minutesseconds", "secondsmilliseconds", ], Literal[ "utcyearquarter", "utcyearquartermonth", "utcyearmonth", "utcyearmonthdate", "utcyearmonthdatehours", "utcyearmonthdatehoursminutes", "utcyearmonthdatehoursminutesseconds", "utcyearweek", "utcyearweekday", "utcyearweekdayhours", "utcyearweekdayhoursminutes", "utcyearweekdayhoursminutesseconds", "utcyeardayofyear", "utcquartermonth", "utcmonthdate", "utcmonthdatehours", "utcmonthdatehoursminutes", "utcmonthdatehoursminutesseconds", "utcweekday", "utcweeksdayhours", "utcweekdayhoursminutes", "utcweekdayhoursminutesseconds", "utcdayhours", "utcdayhoursminutes", "utcdayhoursminutesseconds", "utchoursminutes", "utchoursminutesseconds", "utcminutesseconds", "utcsecondsmilliseconds", ], UndefinedType, ] = Undefined, title: Union[str, None, "SchemaBase", Sequence[str], UndefinedType] = Undefined, type: Union[ "SchemaBase", Literal["quantitative", "ordinal", "temporal", "nominal"], UndefinedType, ] = Undefined, **kwds, ): super(PositionFieldDefBase, self).__init__( shorthand=shorthand, aggregate=aggregate, bandPosition=bandPosition, bin=bin, field=field, scale=scale, sort=sort, stack=stack, timeUnit=timeUnit, title=title, type=type, **kwds, ) class PositionValueDef(PolarDef, Position2Def, PositionDef): """PositionValueDef schema wrapper Definition object for a constant value (primitive value or gradient definition) of an encoding channel. Parameters ---------- value : str, dict, float, :class:`ExprRef` A constant value in visual domain (e.g., ``"red"`` / ``"#0099ff"`` / `gradient definition `__ for color, values between ``0`` to ``1`` for opacity). """ _schema = {"$ref": "#/definitions/PositionValueDef"} def __init__( self, value: Union[ str, dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, **kwds, ): super(PositionValueDef, self).__init__(value=value, **kwds) class PredicateComposition(VegaLiteSchema): """PredicateComposition schema wrapper""" _schema = {"$ref": "#/definitions/PredicateComposition"} def __init__(self, *args, **kwds): super(PredicateComposition, self).__init__(*args, **kwds) class LogicalAndPredicate(PredicateComposition): """LogicalAndPredicate schema wrapper Parameters ---------- and : Sequence[str, dict, :class:`Predicate`, :class:`FieldGTPredicate`, :class:`FieldLTPredicate`, :class:`FieldGTEPredicate`, :class:`FieldLTEPredicate`, :class:`LogicalOrPredicate`, :class:`ParameterPredicate`, :class:`FieldEqualPredicate`, :class:`FieldOneOfPredicate`, :class:`FieldRangePredicate`, :class:`FieldValidPredicate`, :class:`LogicalAndPredicate`, :class:`LogicalNotPredicate`, :class:`PredicateComposition`] """ _schema = {"$ref": "#/definitions/LogicalAnd"} def __init__(self, **kwds): super(LogicalAndPredicate, self).__init__(**kwds) class LogicalNotPredicate(PredicateComposition): """LogicalNotPredicate schema wrapper Parameters ---------- not : str, dict, :class:`Predicate`, :class:`FieldGTPredicate`, :class:`FieldLTPredicate`, :class:`FieldGTEPredicate`, :class:`FieldLTEPredicate`, :class:`LogicalOrPredicate`, :class:`ParameterPredicate`, :class:`FieldEqualPredicate`, :class:`FieldOneOfPredicate`, :class:`FieldRangePredicate`, :class:`FieldValidPredicate`, :class:`LogicalAndPredicate`, :class:`LogicalNotPredicate`, :class:`PredicateComposition` """ _schema = {"$ref": "#/definitions/LogicalNot"} def __init__(self, **kwds): super(LogicalNotPredicate, self).__init__(**kwds) class LogicalOrPredicate(PredicateComposition): """LogicalOrPredicate schema wrapper Parameters ---------- or : Sequence[str, dict, :class:`Predicate`, :class:`FieldGTPredicate`, :class:`FieldLTPredicate`, :class:`FieldGTEPredicate`, :class:`FieldLTEPredicate`, :class:`LogicalOrPredicate`, :class:`ParameterPredicate`, :class:`FieldEqualPredicate`, :class:`FieldOneOfPredicate`, :class:`FieldRangePredicate`, :class:`FieldValidPredicate`, :class:`LogicalAndPredicate`, :class:`LogicalNotPredicate`, :class:`PredicateComposition`] """ _schema = {"$ref": "#/definitions/LogicalOr"} def __init__(self, **kwds): super(LogicalOrPredicate, self).__init__(**kwds) class Predicate(PredicateComposition): """Predicate schema wrapper""" _schema = {"$ref": "#/definitions/Predicate"} def __init__(self, *args, **kwds): super(Predicate, self).__init__(*args, **kwds) class FieldEqualPredicate(Predicate): """FieldEqualPredicate schema wrapper Parameters ---------- equal : str, bool, dict, float, :class:`ExprRef`, :class:`DateTime` The value that the field should be equal to. field : str, :class:`FieldName` Field to be tested. timeUnit : dict, :class:`TimeUnit`, :class:`MultiTimeUnit`, :class:`BinnedTimeUnit`, :class:`SingleTimeUnit`, :class:`TimeUnitParams`, :class:`UtcMultiTimeUnit`, :class:`UtcSingleTimeUnit`, :class:`LocalMultiTimeUnit`, :class:`LocalSingleTimeUnit`, Literal['year', 'quarter', 'month', 'week', 'day', 'dayofyear', 'date', 'hours', 'minutes', 'seconds', 'milliseconds'], Literal['utcyear', 'utcquarter', 'utcmonth', 'utcweek', 'utcday', 'utcdayofyear', 'utcdate', 'utchours', 'utcminutes', 'utcseconds', 'utcmilliseconds'], Literal['binnedyear', 'binnedyearquarter', 'binnedyearquartermonth', 'binnedyearmonth', 'binnedyearmonthdate', 'binnedyearmonthdatehours', 'binnedyearmonthdatehoursminutes', 'binnedyearmonthdatehoursminutesseconds', 'binnedyearweek', 'binnedyearweekday', 'binnedyearweekdayhours', 'binnedyearweekdayhoursminutes', 'binnedyearweekdayhoursminutesseconds', 'binnedyeardayofyear'], Literal['binnedutcyear', 'binnedutcyearquarter', 'binnedutcyearquartermonth', 'binnedutcyearmonth', 'binnedutcyearmonthdate', 'binnedutcyearmonthdatehours', 'binnedutcyearmonthdatehoursminutes', 'binnedutcyearmonthdatehoursminutesseconds', 'binnedutcyearweek', 'binnedutcyearweekday', 'binnedutcyearweekdayhours', 'binnedutcyearweekdayhoursminutes', 'binnedutcyearweekdayhoursminutesseconds', 'binnedutcyeardayofyear'], Literal['yearquarter', 'yearquartermonth', 'yearmonth', 'yearmonthdate', 'yearmonthdatehours', 'yearmonthdatehoursminutes', 'yearmonthdatehoursminutesseconds', 'yearweek', 'yearweekday', 'yearweekdayhours', 'yearweekdayhoursminutes', 'yearweekdayhoursminutesseconds', 'yeardayofyear', 'quartermonth', 'monthdate', 'monthdatehours', 'monthdatehoursminutes', 'monthdatehoursminutesseconds', 'weekday', 'weekdayhours', 'weekdayhoursminutes', 'weekdayhoursminutesseconds', 'dayhours', 'dayhoursminutes', 'dayhoursminutesseconds', 'hoursminutes', 'hoursminutesseconds', 'minutesseconds', 'secondsmilliseconds'], Literal['utcyearquarter', 'utcyearquartermonth', 'utcyearmonth', 'utcyearmonthdate', 'utcyearmonthdatehours', 'utcyearmonthdatehoursminutes', 'utcyearmonthdatehoursminutesseconds', 'utcyearweek', 'utcyearweekday', 'utcyearweekdayhours', 'utcyearweekdayhoursminutes', 'utcyearweekdayhoursminutesseconds', 'utcyeardayofyear', 'utcquartermonth', 'utcmonthdate', 'utcmonthdatehours', 'utcmonthdatehoursminutes', 'utcmonthdatehoursminutesseconds', 'utcweekday', 'utcweeksdayhours', 'utcweekdayhoursminutes', 'utcweekdayhoursminutesseconds', 'utcdayhours', 'utcdayhoursminutes', 'utcdayhoursminutesseconds', 'utchoursminutes', 'utchoursminutesseconds', 'utcminutesseconds', 'utcsecondsmilliseconds'] Time unit for the field to be tested. """ _schema = {"$ref": "#/definitions/FieldEqualPredicate"} def __init__( self, equal: Union[ str, bool, dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, field: Union[str, "SchemaBase", UndefinedType] = Undefined, timeUnit: Union[ dict, "SchemaBase", Literal[ "year", "quarter", "month", "week", "day", "dayofyear", "date", "hours", "minutes", "seconds", "milliseconds", ], Literal[ "utcyear", "utcquarter", "utcmonth", "utcweek", "utcday", "utcdayofyear", "utcdate", "utchours", "utcminutes", "utcseconds", "utcmilliseconds", ], Literal[ "binnedyear", "binnedyearquarter", "binnedyearquartermonth", "binnedyearmonth", "binnedyearmonthdate", "binnedyearmonthdatehours", "binnedyearmonthdatehoursminutes", "binnedyearmonthdatehoursminutesseconds", "binnedyearweek", "binnedyearweekday", "binnedyearweekdayhours", "binnedyearweekdayhoursminutes", "binnedyearweekdayhoursminutesseconds", "binnedyeardayofyear", ], Literal[ "binnedutcyear", "binnedutcyearquarter", "binnedutcyearquartermonth", "binnedutcyearmonth", "binnedutcyearmonthdate", "binnedutcyearmonthdatehours", "binnedutcyearmonthdatehoursminutes", "binnedutcyearmonthdatehoursminutesseconds", "binnedutcyearweek", "binnedutcyearweekday", "binnedutcyearweekdayhours", "binnedutcyearweekdayhoursminutes", "binnedutcyearweekdayhoursminutesseconds", "binnedutcyeardayofyear", ], Literal[ "yearquarter", "yearquartermonth", "yearmonth", "yearmonthdate", "yearmonthdatehours", "yearmonthdatehoursminutes", "yearmonthdatehoursminutesseconds", "yearweek", "yearweekday", "yearweekdayhours", "yearweekdayhoursminutes", "yearweekdayhoursminutesseconds", "yeardayofyear", "quartermonth", "monthdate", "monthdatehours", "monthdatehoursminutes", "monthdatehoursminutesseconds", "weekday", "weekdayhours", "weekdayhoursminutes", "weekdayhoursminutesseconds", "dayhours", "dayhoursminutes", "dayhoursminutesseconds", "hoursminutes", "hoursminutesseconds", "minutesseconds", "secondsmilliseconds", ], Literal[ "utcyearquarter", "utcyearquartermonth", "utcyearmonth", "utcyearmonthdate", "utcyearmonthdatehours", "utcyearmonthdatehoursminutes", "utcyearmonthdatehoursminutesseconds", "utcyearweek", "utcyearweekday", "utcyearweekdayhours", "utcyearweekdayhoursminutes", "utcyearweekdayhoursminutesseconds", "utcyeardayofyear", "utcquartermonth", "utcmonthdate", "utcmonthdatehours", "utcmonthdatehoursminutes", "utcmonthdatehoursminutesseconds", "utcweekday", "utcweeksdayhours", "utcweekdayhoursminutes", "utcweekdayhoursminutesseconds", "utcdayhours", "utcdayhoursminutes", "utcdayhoursminutesseconds", "utchoursminutes", "utchoursminutesseconds", "utcminutesseconds", "utcsecondsmilliseconds", ], UndefinedType, ] = Undefined, **kwds, ): super(FieldEqualPredicate, self).__init__( equal=equal, field=field, timeUnit=timeUnit, **kwds ) class FieldGTEPredicate(Predicate): """FieldGTEPredicate schema wrapper Parameters ---------- field : str, :class:`FieldName` Field to be tested. gte : str, dict, float, :class:`ExprRef`, :class:`DateTime` The value that the field should be greater than or equals to. timeUnit : dict, :class:`TimeUnit`, :class:`MultiTimeUnit`, :class:`BinnedTimeUnit`, :class:`SingleTimeUnit`, :class:`TimeUnitParams`, :class:`UtcMultiTimeUnit`, :class:`UtcSingleTimeUnit`, :class:`LocalMultiTimeUnit`, :class:`LocalSingleTimeUnit`, Literal['year', 'quarter', 'month', 'week', 'day', 'dayofyear', 'date', 'hours', 'minutes', 'seconds', 'milliseconds'], Literal['utcyear', 'utcquarter', 'utcmonth', 'utcweek', 'utcday', 'utcdayofyear', 'utcdate', 'utchours', 'utcminutes', 'utcseconds', 'utcmilliseconds'], Literal['binnedyear', 'binnedyearquarter', 'binnedyearquartermonth', 'binnedyearmonth', 'binnedyearmonthdate', 'binnedyearmonthdatehours', 'binnedyearmonthdatehoursminutes', 'binnedyearmonthdatehoursminutesseconds', 'binnedyearweek', 'binnedyearweekday', 'binnedyearweekdayhours', 'binnedyearweekdayhoursminutes', 'binnedyearweekdayhoursminutesseconds', 'binnedyeardayofyear'], Literal['binnedutcyear', 'binnedutcyearquarter', 'binnedutcyearquartermonth', 'binnedutcyearmonth', 'binnedutcyearmonthdate', 'binnedutcyearmonthdatehours', 'binnedutcyearmonthdatehoursminutes', 'binnedutcyearmonthdatehoursminutesseconds', 'binnedutcyearweek', 'binnedutcyearweekday', 'binnedutcyearweekdayhours', 'binnedutcyearweekdayhoursminutes', 'binnedutcyearweekdayhoursminutesseconds', 'binnedutcyeardayofyear'], Literal['yearquarter', 'yearquartermonth', 'yearmonth', 'yearmonthdate', 'yearmonthdatehours', 'yearmonthdatehoursminutes', 'yearmonthdatehoursminutesseconds', 'yearweek', 'yearweekday', 'yearweekdayhours', 'yearweekdayhoursminutes', 'yearweekdayhoursminutesseconds', 'yeardayofyear', 'quartermonth', 'monthdate', 'monthdatehours', 'monthdatehoursminutes', 'monthdatehoursminutesseconds', 'weekday', 'weekdayhours', 'weekdayhoursminutes', 'weekdayhoursminutesseconds', 'dayhours', 'dayhoursminutes', 'dayhoursminutesseconds', 'hoursminutes', 'hoursminutesseconds', 'minutesseconds', 'secondsmilliseconds'], Literal['utcyearquarter', 'utcyearquartermonth', 'utcyearmonth', 'utcyearmonthdate', 'utcyearmonthdatehours', 'utcyearmonthdatehoursminutes', 'utcyearmonthdatehoursminutesseconds', 'utcyearweek', 'utcyearweekday', 'utcyearweekdayhours', 'utcyearweekdayhoursminutes', 'utcyearweekdayhoursminutesseconds', 'utcyeardayofyear', 'utcquartermonth', 'utcmonthdate', 'utcmonthdatehours', 'utcmonthdatehoursminutes', 'utcmonthdatehoursminutesseconds', 'utcweekday', 'utcweeksdayhours', 'utcweekdayhoursminutes', 'utcweekdayhoursminutesseconds', 'utcdayhours', 'utcdayhoursminutes', 'utcdayhoursminutesseconds', 'utchoursminutes', 'utchoursminutesseconds', 'utcminutesseconds', 'utcsecondsmilliseconds'] Time unit for the field to be tested. """ _schema = {"$ref": "#/definitions/FieldGTEPredicate"} def __init__( self, field: Union[str, "SchemaBase", UndefinedType] = Undefined, gte: Union[ str, dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, timeUnit: Union[ dict, "SchemaBase", Literal[ "year", "quarter", "month", "week", "day", "dayofyear", "date", "hours", "minutes", "seconds", "milliseconds", ], Literal[ "utcyear", "utcquarter", "utcmonth", "utcweek", "utcday", "utcdayofyear", "utcdate", "utchours", "utcminutes", "utcseconds", "utcmilliseconds", ], Literal[ "binnedyear", "binnedyearquarter", "binnedyearquartermonth", "binnedyearmonth", "binnedyearmonthdate", "binnedyearmonthdatehours", "binnedyearmonthdatehoursminutes", "binnedyearmonthdatehoursminutesseconds", "binnedyearweek", "binnedyearweekday", "binnedyearweekdayhours", "binnedyearweekdayhoursminutes", "binnedyearweekdayhoursminutesseconds", "binnedyeardayofyear", ], Literal[ "binnedutcyear", "binnedutcyearquarter", "binnedutcyearquartermonth", "binnedutcyearmonth", "binnedutcyearmonthdate", "binnedutcyearmonthdatehours", "binnedutcyearmonthdatehoursminutes", "binnedutcyearmonthdatehoursminutesseconds", "binnedutcyearweek", "binnedutcyearweekday", "binnedutcyearweekdayhours", "binnedutcyearweekdayhoursminutes", "binnedutcyearweekdayhoursminutesseconds", "binnedutcyeardayofyear", ], Literal[ "yearquarter", "yearquartermonth", "yearmonth", "yearmonthdate", "yearmonthdatehours", "yearmonthdatehoursminutes", "yearmonthdatehoursminutesseconds", "yearweek", "yearweekday", "yearweekdayhours", "yearweekdayhoursminutes", "yearweekdayhoursminutesseconds", "yeardayofyear", "quartermonth", "monthdate", "monthdatehours", "monthdatehoursminutes", "monthdatehoursminutesseconds", "weekday", "weekdayhours", "weekdayhoursminutes", "weekdayhoursminutesseconds", "dayhours", "dayhoursminutes", "dayhoursminutesseconds", "hoursminutes", "hoursminutesseconds", "minutesseconds", "secondsmilliseconds", ], Literal[ "utcyearquarter", "utcyearquartermonth", "utcyearmonth", "utcyearmonthdate", "utcyearmonthdatehours", "utcyearmonthdatehoursminutes", "utcyearmonthdatehoursminutesseconds", "utcyearweek", "utcyearweekday", "utcyearweekdayhours", "utcyearweekdayhoursminutes", "utcyearweekdayhoursminutesseconds", "utcyeardayofyear", "utcquartermonth", "utcmonthdate", "utcmonthdatehours", "utcmonthdatehoursminutes", "utcmonthdatehoursminutesseconds", "utcweekday", "utcweeksdayhours", "utcweekdayhoursminutes", "utcweekdayhoursminutesseconds", "utcdayhours", "utcdayhoursminutes", "utcdayhoursminutesseconds", "utchoursminutes", "utchoursminutesseconds", "utcminutesseconds", "utcsecondsmilliseconds", ], UndefinedType, ] = Undefined, **kwds, ): super(FieldGTEPredicate, self).__init__( field=field, gte=gte, timeUnit=timeUnit, **kwds ) class FieldGTPredicate(Predicate): """FieldGTPredicate schema wrapper Parameters ---------- field : str, :class:`FieldName` Field to be tested. gt : str, dict, float, :class:`ExprRef`, :class:`DateTime` The value that the field should be greater than. timeUnit : dict, :class:`TimeUnit`, :class:`MultiTimeUnit`, :class:`BinnedTimeUnit`, :class:`SingleTimeUnit`, :class:`TimeUnitParams`, :class:`UtcMultiTimeUnit`, :class:`UtcSingleTimeUnit`, :class:`LocalMultiTimeUnit`, :class:`LocalSingleTimeUnit`, Literal['year', 'quarter', 'month', 'week', 'day', 'dayofyear', 'date', 'hours', 'minutes', 'seconds', 'milliseconds'], Literal['utcyear', 'utcquarter', 'utcmonth', 'utcweek', 'utcday', 'utcdayofyear', 'utcdate', 'utchours', 'utcminutes', 'utcseconds', 'utcmilliseconds'], Literal['binnedyear', 'binnedyearquarter', 'binnedyearquartermonth', 'binnedyearmonth', 'binnedyearmonthdate', 'binnedyearmonthdatehours', 'binnedyearmonthdatehoursminutes', 'binnedyearmonthdatehoursminutesseconds', 'binnedyearweek', 'binnedyearweekday', 'binnedyearweekdayhours', 'binnedyearweekdayhoursminutes', 'binnedyearweekdayhoursminutesseconds', 'binnedyeardayofyear'], Literal['binnedutcyear', 'binnedutcyearquarter', 'binnedutcyearquartermonth', 'binnedutcyearmonth', 'binnedutcyearmonthdate', 'binnedutcyearmonthdatehours', 'binnedutcyearmonthdatehoursminutes', 'binnedutcyearmonthdatehoursminutesseconds', 'binnedutcyearweek', 'binnedutcyearweekday', 'binnedutcyearweekdayhours', 'binnedutcyearweekdayhoursminutes', 'binnedutcyearweekdayhoursminutesseconds', 'binnedutcyeardayofyear'], Literal['yearquarter', 'yearquartermonth', 'yearmonth', 'yearmonthdate', 'yearmonthdatehours', 'yearmonthdatehoursminutes', 'yearmonthdatehoursminutesseconds', 'yearweek', 'yearweekday', 'yearweekdayhours', 'yearweekdayhoursminutes', 'yearweekdayhoursminutesseconds', 'yeardayofyear', 'quartermonth', 'monthdate', 'monthdatehours', 'monthdatehoursminutes', 'monthdatehoursminutesseconds', 'weekday', 'weekdayhours', 'weekdayhoursminutes', 'weekdayhoursminutesseconds', 'dayhours', 'dayhoursminutes', 'dayhoursminutesseconds', 'hoursminutes', 'hoursminutesseconds', 'minutesseconds', 'secondsmilliseconds'], Literal['utcyearquarter', 'utcyearquartermonth', 'utcyearmonth', 'utcyearmonthdate', 'utcyearmonthdatehours', 'utcyearmonthdatehoursminutes', 'utcyearmonthdatehoursminutesseconds', 'utcyearweek', 'utcyearweekday', 'utcyearweekdayhours', 'utcyearweekdayhoursminutes', 'utcyearweekdayhoursminutesseconds', 'utcyeardayofyear', 'utcquartermonth', 'utcmonthdate', 'utcmonthdatehours', 'utcmonthdatehoursminutes', 'utcmonthdatehoursminutesseconds', 'utcweekday', 'utcweeksdayhours', 'utcweekdayhoursminutes', 'utcweekdayhoursminutesseconds', 'utcdayhours', 'utcdayhoursminutes', 'utcdayhoursminutesseconds', 'utchoursminutes', 'utchoursminutesseconds', 'utcminutesseconds', 'utcsecondsmilliseconds'] Time unit for the field to be tested. """ _schema = {"$ref": "#/definitions/FieldGTPredicate"} def __init__( self, field: Union[str, "SchemaBase", UndefinedType] = Undefined, gt: Union[ str, dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, timeUnit: Union[ dict, "SchemaBase", Literal[ "year", "quarter", "month", "week", "day", "dayofyear", "date", "hours", "minutes", "seconds", "milliseconds", ], Literal[ "utcyear", "utcquarter", "utcmonth", "utcweek", "utcday", "utcdayofyear", "utcdate", "utchours", "utcminutes", "utcseconds", "utcmilliseconds", ], Literal[ "binnedyear", "binnedyearquarter", "binnedyearquartermonth", "binnedyearmonth", "binnedyearmonthdate", "binnedyearmonthdatehours", "binnedyearmonthdatehoursminutes", "binnedyearmonthdatehoursminutesseconds", "binnedyearweek", "binnedyearweekday", "binnedyearweekdayhours", "binnedyearweekdayhoursminutes", "binnedyearweekdayhoursminutesseconds", "binnedyeardayofyear", ], Literal[ "binnedutcyear", "binnedutcyearquarter", "binnedutcyearquartermonth", "binnedutcyearmonth", "binnedutcyearmonthdate", "binnedutcyearmonthdatehours", "binnedutcyearmonthdatehoursminutes", "binnedutcyearmonthdatehoursminutesseconds", "binnedutcyearweek", "binnedutcyearweekday", "binnedutcyearweekdayhours", "binnedutcyearweekdayhoursminutes", "binnedutcyearweekdayhoursminutesseconds", "binnedutcyeardayofyear", ], Literal[ "yearquarter", "yearquartermonth", "yearmonth", "yearmonthdate", "yearmonthdatehours", "yearmonthdatehoursminutes", "yearmonthdatehoursminutesseconds", "yearweek", "yearweekday", "yearweekdayhours", "yearweekdayhoursminutes", "yearweekdayhoursminutesseconds", "yeardayofyear", "quartermonth", "monthdate", "monthdatehours", "monthdatehoursminutes", "monthdatehoursminutesseconds", "weekday", "weekdayhours", "weekdayhoursminutes", "weekdayhoursminutesseconds", "dayhours", "dayhoursminutes", "dayhoursminutesseconds", "hoursminutes", "hoursminutesseconds", "minutesseconds", "secondsmilliseconds", ], Literal[ "utcyearquarter", "utcyearquartermonth", "utcyearmonth", "utcyearmonthdate", "utcyearmonthdatehours", "utcyearmonthdatehoursminutes", "utcyearmonthdatehoursminutesseconds", "utcyearweek", "utcyearweekday", "utcyearweekdayhours", "utcyearweekdayhoursminutes", "utcyearweekdayhoursminutesseconds", "utcyeardayofyear", "utcquartermonth", "utcmonthdate", "utcmonthdatehours", "utcmonthdatehoursminutes", "utcmonthdatehoursminutesseconds", "utcweekday", "utcweeksdayhours", "utcweekdayhoursminutes", "utcweekdayhoursminutesseconds", "utcdayhours", "utcdayhoursminutes", "utcdayhoursminutesseconds", "utchoursminutes", "utchoursminutesseconds", "utcminutesseconds", "utcsecondsmilliseconds", ], UndefinedType, ] = Undefined, **kwds, ): super(FieldGTPredicate, self).__init__( field=field, gt=gt, timeUnit=timeUnit, **kwds ) class FieldLTEPredicate(Predicate): """FieldLTEPredicate schema wrapper Parameters ---------- field : str, :class:`FieldName` Field to be tested. lte : str, dict, float, :class:`ExprRef`, :class:`DateTime` The value that the field should be less than or equals to. timeUnit : dict, :class:`TimeUnit`, :class:`MultiTimeUnit`, :class:`BinnedTimeUnit`, :class:`SingleTimeUnit`, :class:`TimeUnitParams`, :class:`UtcMultiTimeUnit`, :class:`UtcSingleTimeUnit`, :class:`LocalMultiTimeUnit`, :class:`LocalSingleTimeUnit`, Literal['year', 'quarter', 'month', 'week', 'day', 'dayofyear', 'date', 'hours', 'minutes', 'seconds', 'milliseconds'], Literal['utcyear', 'utcquarter', 'utcmonth', 'utcweek', 'utcday', 'utcdayofyear', 'utcdate', 'utchours', 'utcminutes', 'utcseconds', 'utcmilliseconds'], Literal['binnedyear', 'binnedyearquarter', 'binnedyearquartermonth', 'binnedyearmonth', 'binnedyearmonthdate', 'binnedyearmonthdatehours', 'binnedyearmonthdatehoursminutes', 'binnedyearmonthdatehoursminutesseconds', 'binnedyearweek', 'binnedyearweekday', 'binnedyearweekdayhours', 'binnedyearweekdayhoursminutes', 'binnedyearweekdayhoursminutesseconds', 'binnedyeardayofyear'], Literal['binnedutcyear', 'binnedutcyearquarter', 'binnedutcyearquartermonth', 'binnedutcyearmonth', 'binnedutcyearmonthdate', 'binnedutcyearmonthdatehours', 'binnedutcyearmonthdatehoursminutes', 'binnedutcyearmonthdatehoursminutesseconds', 'binnedutcyearweek', 'binnedutcyearweekday', 'binnedutcyearweekdayhours', 'binnedutcyearweekdayhoursminutes', 'binnedutcyearweekdayhoursminutesseconds', 'binnedutcyeardayofyear'], Literal['yearquarter', 'yearquartermonth', 'yearmonth', 'yearmonthdate', 'yearmonthdatehours', 'yearmonthdatehoursminutes', 'yearmonthdatehoursminutesseconds', 'yearweek', 'yearweekday', 'yearweekdayhours', 'yearweekdayhoursminutes', 'yearweekdayhoursminutesseconds', 'yeardayofyear', 'quartermonth', 'monthdate', 'monthdatehours', 'monthdatehoursminutes', 'monthdatehoursminutesseconds', 'weekday', 'weekdayhours', 'weekdayhoursminutes', 'weekdayhoursminutesseconds', 'dayhours', 'dayhoursminutes', 'dayhoursminutesseconds', 'hoursminutes', 'hoursminutesseconds', 'minutesseconds', 'secondsmilliseconds'], Literal['utcyearquarter', 'utcyearquartermonth', 'utcyearmonth', 'utcyearmonthdate', 'utcyearmonthdatehours', 'utcyearmonthdatehoursminutes', 'utcyearmonthdatehoursminutesseconds', 'utcyearweek', 'utcyearweekday', 'utcyearweekdayhours', 'utcyearweekdayhoursminutes', 'utcyearweekdayhoursminutesseconds', 'utcyeardayofyear', 'utcquartermonth', 'utcmonthdate', 'utcmonthdatehours', 'utcmonthdatehoursminutes', 'utcmonthdatehoursminutesseconds', 'utcweekday', 'utcweeksdayhours', 'utcweekdayhoursminutes', 'utcweekdayhoursminutesseconds', 'utcdayhours', 'utcdayhoursminutes', 'utcdayhoursminutesseconds', 'utchoursminutes', 'utchoursminutesseconds', 'utcminutesseconds', 'utcsecondsmilliseconds'] Time unit for the field to be tested. """ _schema = {"$ref": "#/definitions/FieldLTEPredicate"} def __init__( self, field: Union[str, "SchemaBase", UndefinedType] = Undefined, lte: Union[ str, dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, timeUnit: Union[ dict, "SchemaBase", Literal[ "year", "quarter", "month", "week", "day", "dayofyear", "date", "hours", "minutes", "seconds", "milliseconds", ], Literal[ "utcyear", "utcquarter", "utcmonth", "utcweek", "utcday", "utcdayofyear", "utcdate", "utchours", "utcminutes", "utcseconds", "utcmilliseconds", ], Literal[ "binnedyear", "binnedyearquarter", "binnedyearquartermonth", "binnedyearmonth", "binnedyearmonthdate", "binnedyearmonthdatehours", "binnedyearmonthdatehoursminutes", "binnedyearmonthdatehoursminutesseconds", "binnedyearweek", "binnedyearweekday", "binnedyearweekdayhours", "binnedyearweekdayhoursminutes", "binnedyearweekdayhoursminutesseconds", "binnedyeardayofyear", ], Literal[ "binnedutcyear", "binnedutcyearquarter", "binnedutcyearquartermonth", "binnedutcyearmonth", "binnedutcyearmonthdate", "binnedutcyearmonthdatehours", "binnedutcyearmonthdatehoursminutes", "binnedutcyearmonthdatehoursminutesseconds", "binnedutcyearweek", "binnedutcyearweekday", "binnedutcyearweekdayhours", "binnedutcyearweekdayhoursminutes", "binnedutcyearweekdayhoursminutesseconds", "binnedutcyeardayofyear", ], Literal[ "yearquarter", "yearquartermonth", "yearmonth", "yearmonthdate", "yearmonthdatehours", "yearmonthdatehoursminutes", "yearmonthdatehoursminutesseconds", "yearweek", "yearweekday", "yearweekdayhours", "yearweekdayhoursminutes", "yearweekdayhoursminutesseconds", "yeardayofyear", "quartermonth", "monthdate", "monthdatehours", "monthdatehoursminutes", "monthdatehoursminutesseconds", "weekday", "weekdayhours", "weekdayhoursminutes", "weekdayhoursminutesseconds", "dayhours", "dayhoursminutes", "dayhoursminutesseconds", "hoursminutes", "hoursminutesseconds", "minutesseconds", "secondsmilliseconds", ], Literal[ "utcyearquarter", "utcyearquartermonth", "utcyearmonth", "utcyearmonthdate", "utcyearmonthdatehours", "utcyearmonthdatehoursminutes", "utcyearmonthdatehoursminutesseconds", "utcyearweek", "utcyearweekday", "utcyearweekdayhours", "utcyearweekdayhoursminutes", "utcyearweekdayhoursminutesseconds", "utcyeardayofyear", "utcquartermonth", "utcmonthdate", "utcmonthdatehours", "utcmonthdatehoursminutes", "utcmonthdatehoursminutesseconds", "utcweekday", "utcweeksdayhours", "utcweekdayhoursminutes", "utcweekdayhoursminutesseconds", "utcdayhours", "utcdayhoursminutes", "utcdayhoursminutesseconds", "utchoursminutes", "utchoursminutesseconds", "utcminutesseconds", "utcsecondsmilliseconds", ], UndefinedType, ] = Undefined, **kwds, ): super(FieldLTEPredicate, self).__init__( field=field, lte=lte, timeUnit=timeUnit, **kwds ) class FieldLTPredicate(Predicate): """FieldLTPredicate schema wrapper Parameters ---------- field : str, :class:`FieldName` Field to be tested. lt : str, dict, float, :class:`ExprRef`, :class:`DateTime` The value that the field should be less than. timeUnit : dict, :class:`TimeUnit`, :class:`MultiTimeUnit`, :class:`BinnedTimeUnit`, :class:`SingleTimeUnit`, :class:`TimeUnitParams`, :class:`UtcMultiTimeUnit`, :class:`UtcSingleTimeUnit`, :class:`LocalMultiTimeUnit`, :class:`LocalSingleTimeUnit`, Literal['year', 'quarter', 'month', 'week', 'day', 'dayofyear', 'date', 'hours', 'minutes', 'seconds', 'milliseconds'], Literal['utcyear', 'utcquarter', 'utcmonth', 'utcweek', 'utcday', 'utcdayofyear', 'utcdate', 'utchours', 'utcminutes', 'utcseconds', 'utcmilliseconds'], Literal['binnedyear', 'binnedyearquarter', 'binnedyearquartermonth', 'binnedyearmonth', 'binnedyearmonthdate', 'binnedyearmonthdatehours', 'binnedyearmonthdatehoursminutes', 'binnedyearmonthdatehoursminutesseconds', 'binnedyearweek', 'binnedyearweekday', 'binnedyearweekdayhours', 'binnedyearweekdayhoursminutes', 'binnedyearweekdayhoursminutesseconds', 'binnedyeardayofyear'], Literal['binnedutcyear', 'binnedutcyearquarter', 'binnedutcyearquartermonth', 'binnedutcyearmonth', 'binnedutcyearmonthdate', 'binnedutcyearmonthdatehours', 'binnedutcyearmonthdatehoursminutes', 'binnedutcyearmonthdatehoursminutesseconds', 'binnedutcyearweek', 'binnedutcyearweekday', 'binnedutcyearweekdayhours', 'binnedutcyearweekdayhoursminutes', 'binnedutcyearweekdayhoursminutesseconds', 'binnedutcyeardayofyear'], Literal['yearquarter', 'yearquartermonth', 'yearmonth', 'yearmonthdate', 'yearmonthdatehours', 'yearmonthdatehoursminutes', 'yearmonthdatehoursminutesseconds', 'yearweek', 'yearweekday', 'yearweekdayhours', 'yearweekdayhoursminutes', 'yearweekdayhoursminutesseconds', 'yeardayofyear', 'quartermonth', 'monthdate', 'monthdatehours', 'monthdatehoursminutes', 'monthdatehoursminutesseconds', 'weekday', 'weekdayhours', 'weekdayhoursminutes', 'weekdayhoursminutesseconds', 'dayhours', 'dayhoursminutes', 'dayhoursminutesseconds', 'hoursminutes', 'hoursminutesseconds', 'minutesseconds', 'secondsmilliseconds'], Literal['utcyearquarter', 'utcyearquartermonth', 'utcyearmonth', 'utcyearmonthdate', 'utcyearmonthdatehours', 'utcyearmonthdatehoursminutes', 'utcyearmonthdatehoursminutesseconds', 'utcyearweek', 'utcyearweekday', 'utcyearweekdayhours', 'utcyearweekdayhoursminutes', 'utcyearweekdayhoursminutesseconds', 'utcyeardayofyear', 'utcquartermonth', 'utcmonthdate', 'utcmonthdatehours', 'utcmonthdatehoursminutes', 'utcmonthdatehoursminutesseconds', 'utcweekday', 'utcweeksdayhours', 'utcweekdayhoursminutes', 'utcweekdayhoursminutesseconds', 'utcdayhours', 'utcdayhoursminutes', 'utcdayhoursminutesseconds', 'utchoursminutes', 'utchoursminutesseconds', 'utcminutesseconds', 'utcsecondsmilliseconds'] Time unit for the field to be tested. """ _schema = {"$ref": "#/definitions/FieldLTPredicate"} def __init__( self, field: Union[str, "SchemaBase", UndefinedType] = Undefined, lt: Union[ str, dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, timeUnit: Union[ dict, "SchemaBase", Literal[ "year", "quarter", "month", "week", "day", "dayofyear", "date", "hours", "minutes", "seconds", "milliseconds", ], Literal[ "utcyear", "utcquarter", "utcmonth", "utcweek", "utcday", "utcdayofyear", "utcdate", "utchours", "utcminutes", "utcseconds", "utcmilliseconds", ], Literal[ "binnedyear", "binnedyearquarter", "binnedyearquartermonth", "binnedyearmonth", "binnedyearmonthdate", "binnedyearmonthdatehours", "binnedyearmonthdatehoursminutes", "binnedyearmonthdatehoursminutesseconds", "binnedyearweek", "binnedyearweekday", "binnedyearweekdayhours", "binnedyearweekdayhoursminutes", "binnedyearweekdayhoursminutesseconds", "binnedyeardayofyear", ], Literal[ "binnedutcyear", "binnedutcyearquarter", "binnedutcyearquartermonth", "binnedutcyearmonth", "binnedutcyearmonthdate", "binnedutcyearmonthdatehours", "binnedutcyearmonthdatehoursminutes", "binnedutcyearmonthdatehoursminutesseconds", "binnedutcyearweek", "binnedutcyearweekday", "binnedutcyearweekdayhours", "binnedutcyearweekdayhoursminutes", "binnedutcyearweekdayhoursminutesseconds", "binnedutcyeardayofyear", ], Literal[ "yearquarter", "yearquartermonth", "yearmonth", "yearmonthdate", "yearmonthdatehours", "yearmonthdatehoursminutes", "yearmonthdatehoursminutesseconds", "yearweek", "yearweekday", "yearweekdayhours", "yearweekdayhoursminutes", "yearweekdayhoursminutesseconds", "yeardayofyear", "quartermonth", "monthdate", "monthdatehours", "monthdatehoursminutes", "monthdatehoursminutesseconds", "weekday", "weekdayhours", "weekdayhoursminutes", "weekdayhoursminutesseconds", "dayhours", "dayhoursminutes", "dayhoursminutesseconds", "hoursminutes", "hoursminutesseconds", "minutesseconds", "secondsmilliseconds", ], Literal[ "utcyearquarter", "utcyearquartermonth", "utcyearmonth", "utcyearmonthdate", "utcyearmonthdatehours", "utcyearmonthdatehoursminutes", "utcyearmonthdatehoursminutesseconds", "utcyearweek", "utcyearweekday", "utcyearweekdayhours", "utcyearweekdayhoursminutes", "utcyearweekdayhoursminutesseconds", "utcyeardayofyear", "utcquartermonth", "utcmonthdate", "utcmonthdatehours", "utcmonthdatehoursminutes", "utcmonthdatehoursminutesseconds", "utcweekday", "utcweeksdayhours", "utcweekdayhoursminutes", "utcweekdayhoursminutesseconds", "utcdayhours", "utcdayhoursminutes", "utcdayhoursminutesseconds", "utchoursminutes", "utchoursminutesseconds", "utcminutesseconds", "utcsecondsmilliseconds", ], UndefinedType, ] = Undefined, **kwds, ): super(FieldLTPredicate, self).__init__( field=field, lt=lt, timeUnit=timeUnit, **kwds ) class FieldOneOfPredicate(Predicate): """FieldOneOfPredicate schema wrapper Parameters ---------- field : str, :class:`FieldName` Field to be tested. oneOf : Sequence[str], Sequence[bool], Sequence[float], Sequence[dict, :class:`DateTime`] A set of values that the ``field`` 's value should be a member of, for a data item included in the filtered data. timeUnit : dict, :class:`TimeUnit`, :class:`MultiTimeUnit`, :class:`BinnedTimeUnit`, :class:`SingleTimeUnit`, :class:`TimeUnitParams`, :class:`UtcMultiTimeUnit`, :class:`UtcSingleTimeUnit`, :class:`LocalMultiTimeUnit`, :class:`LocalSingleTimeUnit`, Literal['year', 'quarter', 'month', 'week', 'day', 'dayofyear', 'date', 'hours', 'minutes', 'seconds', 'milliseconds'], Literal['utcyear', 'utcquarter', 'utcmonth', 'utcweek', 'utcday', 'utcdayofyear', 'utcdate', 'utchours', 'utcminutes', 'utcseconds', 'utcmilliseconds'], Literal['binnedyear', 'binnedyearquarter', 'binnedyearquartermonth', 'binnedyearmonth', 'binnedyearmonthdate', 'binnedyearmonthdatehours', 'binnedyearmonthdatehoursminutes', 'binnedyearmonthdatehoursminutesseconds', 'binnedyearweek', 'binnedyearweekday', 'binnedyearweekdayhours', 'binnedyearweekdayhoursminutes', 'binnedyearweekdayhoursminutesseconds', 'binnedyeardayofyear'], Literal['binnedutcyear', 'binnedutcyearquarter', 'binnedutcyearquartermonth', 'binnedutcyearmonth', 'binnedutcyearmonthdate', 'binnedutcyearmonthdatehours', 'binnedutcyearmonthdatehoursminutes', 'binnedutcyearmonthdatehoursminutesseconds', 'binnedutcyearweek', 'binnedutcyearweekday', 'binnedutcyearweekdayhours', 'binnedutcyearweekdayhoursminutes', 'binnedutcyearweekdayhoursminutesseconds', 'binnedutcyeardayofyear'], Literal['yearquarter', 'yearquartermonth', 'yearmonth', 'yearmonthdate', 'yearmonthdatehours', 'yearmonthdatehoursminutes', 'yearmonthdatehoursminutesseconds', 'yearweek', 'yearweekday', 'yearweekdayhours', 'yearweekdayhoursminutes', 'yearweekdayhoursminutesseconds', 'yeardayofyear', 'quartermonth', 'monthdate', 'monthdatehours', 'monthdatehoursminutes', 'monthdatehoursminutesseconds', 'weekday', 'weekdayhours', 'weekdayhoursminutes', 'weekdayhoursminutesseconds', 'dayhours', 'dayhoursminutes', 'dayhoursminutesseconds', 'hoursminutes', 'hoursminutesseconds', 'minutesseconds', 'secondsmilliseconds'], Literal['utcyearquarter', 'utcyearquartermonth', 'utcyearmonth', 'utcyearmonthdate', 'utcyearmonthdatehours', 'utcyearmonthdatehoursminutes', 'utcyearmonthdatehoursminutesseconds', 'utcyearweek', 'utcyearweekday', 'utcyearweekdayhours', 'utcyearweekdayhoursminutes', 'utcyearweekdayhoursminutesseconds', 'utcyeardayofyear', 'utcquartermonth', 'utcmonthdate', 'utcmonthdatehours', 'utcmonthdatehoursminutes', 'utcmonthdatehoursminutesseconds', 'utcweekday', 'utcweeksdayhours', 'utcweekdayhoursminutes', 'utcweekdayhoursminutesseconds', 'utcdayhours', 'utcdayhoursminutes', 'utcdayhoursminutesseconds', 'utchoursminutes', 'utchoursminutesseconds', 'utcminutesseconds', 'utcsecondsmilliseconds'] Time unit for the field to be tested. """ _schema = {"$ref": "#/definitions/FieldOneOfPredicate"} def __init__( self, field: Union[str, "SchemaBase", UndefinedType] = Undefined, oneOf: Union[ Sequence[str], Sequence[bool], Sequence[float], Sequence[Union[dict, "SchemaBase"]], UndefinedType, ] = Undefined, timeUnit: Union[ dict, "SchemaBase", Literal[ "year", "quarter", "month", "week", "day", "dayofyear", "date", "hours", "minutes", "seconds", "milliseconds", ], Literal[ "utcyear", "utcquarter", "utcmonth", "utcweek", "utcday", "utcdayofyear", "utcdate", "utchours", "utcminutes", "utcseconds", "utcmilliseconds", ], Literal[ "binnedyear", "binnedyearquarter", "binnedyearquartermonth", "binnedyearmonth", "binnedyearmonthdate", "binnedyearmonthdatehours", "binnedyearmonthdatehoursminutes", "binnedyearmonthdatehoursminutesseconds", "binnedyearweek", "binnedyearweekday", "binnedyearweekdayhours", "binnedyearweekdayhoursminutes", "binnedyearweekdayhoursminutesseconds", "binnedyeardayofyear", ], Literal[ "binnedutcyear", "binnedutcyearquarter", "binnedutcyearquartermonth", "binnedutcyearmonth", "binnedutcyearmonthdate", "binnedutcyearmonthdatehours", "binnedutcyearmonthdatehoursminutes", "binnedutcyearmonthdatehoursminutesseconds", "binnedutcyearweek", "binnedutcyearweekday", "binnedutcyearweekdayhours", "binnedutcyearweekdayhoursminutes", "binnedutcyearweekdayhoursminutesseconds", "binnedutcyeardayofyear", ], Literal[ "yearquarter", "yearquartermonth", "yearmonth", "yearmonthdate", "yearmonthdatehours", "yearmonthdatehoursminutes", "yearmonthdatehoursminutesseconds", "yearweek", "yearweekday", "yearweekdayhours", "yearweekdayhoursminutes", "yearweekdayhoursminutesseconds", "yeardayofyear", "quartermonth", "monthdate", "monthdatehours", "monthdatehoursminutes", "monthdatehoursminutesseconds", "weekday", "weekdayhours", "weekdayhoursminutes", "weekdayhoursminutesseconds", "dayhours", "dayhoursminutes", "dayhoursminutesseconds", "hoursminutes", "hoursminutesseconds", "minutesseconds", "secondsmilliseconds", ], Literal[ "utcyearquarter", "utcyearquartermonth", "utcyearmonth", "utcyearmonthdate", "utcyearmonthdatehours", "utcyearmonthdatehoursminutes", "utcyearmonthdatehoursminutesseconds", "utcyearweek", "utcyearweekday", "utcyearweekdayhours", "utcyearweekdayhoursminutes", "utcyearweekdayhoursminutesseconds", "utcyeardayofyear", "utcquartermonth", "utcmonthdate", "utcmonthdatehours", "utcmonthdatehoursminutes", "utcmonthdatehoursminutesseconds", "utcweekday", "utcweeksdayhours", "utcweekdayhoursminutes", "utcweekdayhoursminutesseconds", "utcdayhours", "utcdayhoursminutes", "utcdayhoursminutesseconds", "utchoursminutes", "utchoursminutesseconds", "utcminutesseconds", "utcsecondsmilliseconds", ], UndefinedType, ] = Undefined, **kwds, ): super(FieldOneOfPredicate, self).__init__( field=field, oneOf=oneOf, timeUnit=timeUnit, **kwds ) class FieldRangePredicate(Predicate): """FieldRangePredicate schema wrapper Parameters ---------- field : str, :class:`FieldName` Field to be tested. range : dict, :class:`ExprRef`, Sequence[dict, None, float, :class:`ExprRef`, :class:`DateTime`] An array of inclusive minimum and maximum values for a field value of a data item to be included in the filtered data. timeUnit : dict, :class:`TimeUnit`, :class:`MultiTimeUnit`, :class:`BinnedTimeUnit`, :class:`SingleTimeUnit`, :class:`TimeUnitParams`, :class:`UtcMultiTimeUnit`, :class:`UtcSingleTimeUnit`, :class:`LocalMultiTimeUnit`, :class:`LocalSingleTimeUnit`, Literal['year', 'quarter', 'month', 'week', 'day', 'dayofyear', 'date', 'hours', 'minutes', 'seconds', 'milliseconds'], Literal['utcyear', 'utcquarter', 'utcmonth', 'utcweek', 'utcday', 'utcdayofyear', 'utcdate', 'utchours', 'utcminutes', 'utcseconds', 'utcmilliseconds'], Literal['binnedyear', 'binnedyearquarter', 'binnedyearquartermonth', 'binnedyearmonth', 'binnedyearmonthdate', 'binnedyearmonthdatehours', 'binnedyearmonthdatehoursminutes', 'binnedyearmonthdatehoursminutesseconds', 'binnedyearweek', 'binnedyearweekday', 'binnedyearweekdayhours', 'binnedyearweekdayhoursminutes', 'binnedyearweekdayhoursminutesseconds', 'binnedyeardayofyear'], Literal['binnedutcyear', 'binnedutcyearquarter', 'binnedutcyearquartermonth', 'binnedutcyearmonth', 'binnedutcyearmonthdate', 'binnedutcyearmonthdatehours', 'binnedutcyearmonthdatehoursminutes', 'binnedutcyearmonthdatehoursminutesseconds', 'binnedutcyearweek', 'binnedutcyearweekday', 'binnedutcyearweekdayhours', 'binnedutcyearweekdayhoursminutes', 'binnedutcyearweekdayhoursminutesseconds', 'binnedutcyeardayofyear'], Literal['yearquarter', 'yearquartermonth', 'yearmonth', 'yearmonthdate', 'yearmonthdatehours', 'yearmonthdatehoursminutes', 'yearmonthdatehoursminutesseconds', 'yearweek', 'yearweekday', 'yearweekdayhours', 'yearweekdayhoursminutes', 'yearweekdayhoursminutesseconds', 'yeardayofyear', 'quartermonth', 'monthdate', 'monthdatehours', 'monthdatehoursminutes', 'monthdatehoursminutesseconds', 'weekday', 'weekdayhours', 'weekdayhoursminutes', 'weekdayhoursminutesseconds', 'dayhours', 'dayhoursminutes', 'dayhoursminutesseconds', 'hoursminutes', 'hoursminutesseconds', 'minutesseconds', 'secondsmilliseconds'], Literal['utcyearquarter', 'utcyearquartermonth', 'utcyearmonth', 'utcyearmonthdate', 'utcyearmonthdatehours', 'utcyearmonthdatehoursminutes', 'utcyearmonthdatehoursminutesseconds', 'utcyearweek', 'utcyearweekday', 'utcyearweekdayhours', 'utcyearweekdayhoursminutes', 'utcyearweekdayhoursminutesseconds', 'utcyeardayofyear', 'utcquartermonth', 'utcmonthdate', 'utcmonthdatehours', 'utcmonthdatehoursminutes', 'utcmonthdatehoursminutesseconds', 'utcweekday', 'utcweeksdayhours', 'utcweekdayhoursminutes', 'utcweekdayhoursminutesseconds', 'utcdayhours', 'utcdayhoursminutes', 'utcdayhoursminutesseconds', 'utchoursminutes', 'utchoursminutesseconds', 'utcminutesseconds', 'utcsecondsmilliseconds'] Time unit for the field to be tested. """ _schema = {"$ref": "#/definitions/FieldRangePredicate"} def __init__( self, field: Union[str, "SchemaBase", UndefinedType] = Undefined, range: Union[ dict, "_Parameter", "SchemaBase", Sequence[Union[dict, None, float, "_Parameter", "SchemaBase"]], UndefinedType, ] = Undefined, timeUnit: Union[ dict, "SchemaBase", Literal[ "year", "quarter", "month", "week", "day", "dayofyear", "date", "hours", "minutes", "seconds", "milliseconds", ], Literal[ "utcyear", "utcquarter", "utcmonth", "utcweek", "utcday", "utcdayofyear", "utcdate", "utchours", "utcminutes", "utcseconds", "utcmilliseconds", ], Literal[ "binnedyear", "binnedyearquarter", "binnedyearquartermonth", "binnedyearmonth", "binnedyearmonthdate", "binnedyearmonthdatehours", "binnedyearmonthdatehoursminutes", "binnedyearmonthdatehoursminutesseconds", "binnedyearweek", "binnedyearweekday", "binnedyearweekdayhours", "binnedyearweekdayhoursminutes", "binnedyearweekdayhoursminutesseconds", "binnedyeardayofyear", ], Literal[ "binnedutcyear", "binnedutcyearquarter", "binnedutcyearquartermonth", "binnedutcyearmonth", "binnedutcyearmonthdate", "binnedutcyearmonthdatehours", "binnedutcyearmonthdatehoursminutes", "binnedutcyearmonthdatehoursminutesseconds", "binnedutcyearweek", "binnedutcyearweekday", "binnedutcyearweekdayhours", "binnedutcyearweekdayhoursminutes", "binnedutcyearweekdayhoursminutesseconds", "binnedutcyeardayofyear", ], Literal[ "yearquarter", "yearquartermonth", "yearmonth", "yearmonthdate", "yearmonthdatehours", "yearmonthdatehoursminutes", "yearmonthdatehoursminutesseconds", "yearweek", "yearweekday", "yearweekdayhours", "yearweekdayhoursminutes", "yearweekdayhoursminutesseconds", "yeardayofyear", "quartermonth", "monthdate", "monthdatehours", "monthdatehoursminutes", "monthdatehoursminutesseconds", "weekday", "weekdayhours", "weekdayhoursminutes", "weekdayhoursminutesseconds", "dayhours", "dayhoursminutes", "dayhoursminutesseconds", "hoursminutes", "hoursminutesseconds", "minutesseconds", "secondsmilliseconds", ], Literal[ "utcyearquarter", "utcyearquartermonth", "utcyearmonth", "utcyearmonthdate", "utcyearmonthdatehours", "utcyearmonthdatehoursminutes", "utcyearmonthdatehoursminutesseconds", "utcyearweek", "utcyearweekday", "utcyearweekdayhours", "utcyearweekdayhoursminutes", "utcyearweekdayhoursminutesseconds", "utcyeardayofyear", "utcquartermonth", "utcmonthdate", "utcmonthdatehours", "utcmonthdatehoursminutes", "utcmonthdatehoursminutesseconds", "utcweekday", "utcweeksdayhours", "utcweekdayhoursminutes", "utcweekdayhoursminutesseconds", "utcdayhours", "utcdayhoursminutes", "utcdayhoursminutesseconds", "utchoursminutes", "utchoursminutesseconds", "utcminutesseconds", "utcsecondsmilliseconds", ], UndefinedType, ] = Undefined, **kwds, ): super(FieldRangePredicate, self).__init__( field=field, range=range, timeUnit=timeUnit, **kwds ) class FieldValidPredicate(Predicate): """FieldValidPredicate schema wrapper Parameters ---------- field : str, :class:`FieldName` Field to be tested. valid : bool If set to true the field's value has to be valid, meaning both not ``null`` and not `NaN `__. timeUnit : dict, :class:`TimeUnit`, :class:`MultiTimeUnit`, :class:`BinnedTimeUnit`, :class:`SingleTimeUnit`, :class:`TimeUnitParams`, :class:`UtcMultiTimeUnit`, :class:`UtcSingleTimeUnit`, :class:`LocalMultiTimeUnit`, :class:`LocalSingleTimeUnit`, Literal['year', 'quarter', 'month', 'week', 'day', 'dayofyear', 'date', 'hours', 'minutes', 'seconds', 'milliseconds'], Literal['utcyear', 'utcquarter', 'utcmonth', 'utcweek', 'utcday', 'utcdayofyear', 'utcdate', 'utchours', 'utcminutes', 'utcseconds', 'utcmilliseconds'], Literal['binnedyear', 'binnedyearquarter', 'binnedyearquartermonth', 'binnedyearmonth', 'binnedyearmonthdate', 'binnedyearmonthdatehours', 'binnedyearmonthdatehoursminutes', 'binnedyearmonthdatehoursminutesseconds', 'binnedyearweek', 'binnedyearweekday', 'binnedyearweekdayhours', 'binnedyearweekdayhoursminutes', 'binnedyearweekdayhoursminutesseconds', 'binnedyeardayofyear'], Literal['binnedutcyear', 'binnedutcyearquarter', 'binnedutcyearquartermonth', 'binnedutcyearmonth', 'binnedutcyearmonthdate', 'binnedutcyearmonthdatehours', 'binnedutcyearmonthdatehoursminutes', 'binnedutcyearmonthdatehoursminutesseconds', 'binnedutcyearweek', 'binnedutcyearweekday', 'binnedutcyearweekdayhours', 'binnedutcyearweekdayhoursminutes', 'binnedutcyearweekdayhoursminutesseconds', 'binnedutcyeardayofyear'], Literal['yearquarter', 'yearquartermonth', 'yearmonth', 'yearmonthdate', 'yearmonthdatehours', 'yearmonthdatehoursminutes', 'yearmonthdatehoursminutesseconds', 'yearweek', 'yearweekday', 'yearweekdayhours', 'yearweekdayhoursminutes', 'yearweekdayhoursminutesseconds', 'yeardayofyear', 'quartermonth', 'monthdate', 'monthdatehours', 'monthdatehoursminutes', 'monthdatehoursminutesseconds', 'weekday', 'weekdayhours', 'weekdayhoursminutes', 'weekdayhoursminutesseconds', 'dayhours', 'dayhoursminutes', 'dayhoursminutesseconds', 'hoursminutes', 'hoursminutesseconds', 'minutesseconds', 'secondsmilliseconds'], Literal['utcyearquarter', 'utcyearquartermonth', 'utcyearmonth', 'utcyearmonthdate', 'utcyearmonthdatehours', 'utcyearmonthdatehoursminutes', 'utcyearmonthdatehoursminutesseconds', 'utcyearweek', 'utcyearweekday', 'utcyearweekdayhours', 'utcyearweekdayhoursminutes', 'utcyearweekdayhoursminutesseconds', 'utcyeardayofyear', 'utcquartermonth', 'utcmonthdate', 'utcmonthdatehours', 'utcmonthdatehoursminutes', 'utcmonthdatehoursminutesseconds', 'utcweekday', 'utcweeksdayhours', 'utcweekdayhoursminutes', 'utcweekdayhoursminutesseconds', 'utcdayhours', 'utcdayhoursminutes', 'utcdayhoursminutesseconds', 'utchoursminutes', 'utchoursminutesseconds', 'utcminutesseconds', 'utcsecondsmilliseconds'] Time unit for the field to be tested. """ _schema = {"$ref": "#/definitions/FieldValidPredicate"} def __init__( self, field: Union[str, "SchemaBase", UndefinedType] = Undefined, valid: Union[bool, UndefinedType] = Undefined, timeUnit: Union[ dict, "SchemaBase", Literal[ "year", "quarter", "month", "week", "day", "dayofyear", "date", "hours", "minutes", "seconds", "milliseconds", ], Literal[ "utcyear", "utcquarter", "utcmonth", "utcweek", "utcday", "utcdayofyear", "utcdate", "utchours", "utcminutes", "utcseconds", "utcmilliseconds", ], Literal[ "binnedyear", "binnedyearquarter", "binnedyearquartermonth", "binnedyearmonth", "binnedyearmonthdate", "binnedyearmonthdatehours", "binnedyearmonthdatehoursminutes", "binnedyearmonthdatehoursminutesseconds", "binnedyearweek", "binnedyearweekday", "binnedyearweekdayhours", "binnedyearweekdayhoursminutes", "binnedyearweekdayhoursminutesseconds", "binnedyeardayofyear", ], Literal[ "binnedutcyear", "binnedutcyearquarter", "binnedutcyearquartermonth", "binnedutcyearmonth", "binnedutcyearmonthdate", "binnedutcyearmonthdatehours", "binnedutcyearmonthdatehoursminutes", "binnedutcyearmonthdatehoursminutesseconds", "binnedutcyearweek", "binnedutcyearweekday", "binnedutcyearweekdayhours", "binnedutcyearweekdayhoursminutes", "binnedutcyearweekdayhoursminutesseconds", "binnedutcyeardayofyear", ], Literal[ "yearquarter", "yearquartermonth", "yearmonth", "yearmonthdate", "yearmonthdatehours", "yearmonthdatehoursminutes", "yearmonthdatehoursminutesseconds", "yearweek", "yearweekday", "yearweekdayhours", "yearweekdayhoursminutes", "yearweekdayhoursminutesseconds", "yeardayofyear", "quartermonth", "monthdate", "monthdatehours", "monthdatehoursminutes", "monthdatehoursminutesseconds", "weekday", "weekdayhours", "weekdayhoursminutes", "weekdayhoursminutesseconds", "dayhours", "dayhoursminutes", "dayhoursminutesseconds", "hoursminutes", "hoursminutesseconds", "minutesseconds", "secondsmilliseconds", ], Literal[ "utcyearquarter", "utcyearquartermonth", "utcyearmonth", "utcyearmonthdate", "utcyearmonthdatehours", "utcyearmonthdatehoursminutes", "utcyearmonthdatehoursminutesseconds", "utcyearweek", "utcyearweekday", "utcyearweekdayhours", "utcyearweekdayhoursminutes", "utcyearweekdayhoursminutesseconds", "utcyeardayofyear", "utcquartermonth", "utcmonthdate", "utcmonthdatehours", "utcmonthdatehoursminutes", "utcmonthdatehoursminutesseconds", "utcweekday", "utcweeksdayhours", "utcweekdayhoursminutes", "utcweekdayhoursminutesseconds", "utcdayhours", "utcdayhoursminutes", "utcdayhoursminutesseconds", "utchoursminutes", "utchoursminutesseconds", "utcminutesseconds", "utcsecondsmilliseconds", ], UndefinedType, ] = Undefined, **kwds, ): super(FieldValidPredicate, self).__init__( field=field, valid=valid, timeUnit=timeUnit, **kwds ) class ParameterPredicate(Predicate): """ParameterPredicate schema wrapper Parameters ---------- param : str, :class:`ParameterName` Filter using a parameter name. empty : bool For selection parameters, the predicate of empty selections returns true by default. Override this behavior, by setting this property ``empty: false``. """ _schema = {"$ref": "#/definitions/ParameterPredicate"} def __init__( self, param: Union[str, "SchemaBase", UndefinedType] = Undefined, empty: Union[bool, UndefinedType] = Undefined, **kwds, ): super(ParameterPredicate, self).__init__(param=param, empty=empty, **kwds) class Projection(VegaLiteSchema): """Projection schema wrapper Parameters ---------- center : dict, Sequence[float], :class:`ExprRef`, :class:`Vector2number` The projection's center, a two-element array of longitude and latitude in degrees. **Default value:** ``[0, 0]`` clipAngle : dict, float, :class:`ExprRef` The projection's clipping circle radius to the specified angle in degrees. If ``null``, switches to `antimeridian `__ cutting rather than small-circle clipping. clipExtent : dict, :class:`ExprRef`, :class:`Vector2Vector2number`, Sequence[Sequence[float], :class:`Vector2number`] The projection's viewport clip extent to the specified bounds in pixels. The extent bounds are specified as an array ``[[x0, y0], [x1, y1]]``, where ``x0`` is the left-side of the viewport, ``y0`` is the top, ``x1`` is the right and ``y1`` is the bottom. If ``null``, no viewport clipping is performed. coefficient : dict, float, :class:`ExprRef` The coefficient parameter for the ``hammer`` projection. **Default value:** ``2`` distance : dict, float, :class:`ExprRef` For the ``satellite`` projection, the distance from the center of the sphere to the point of view, as a proportion of the sphere’s radius. The recommended maximum clip angle for a given ``distance`` is acos(1 / distance) converted to degrees. If tilt is also applied, then more conservative clipping may be necessary. **Default value:** ``2.0`` extent : dict, :class:`ExprRef`, :class:`Vector2Vector2number`, Sequence[Sequence[float], :class:`Vector2number`] fit : dict, :class:`Fit`, :class:`ExprRef`, :class:`GeoJsonFeature`, :class:`GeoJsonFeatureCollection`, Sequence[dict, :class:`GeoJsonFeature`], Sequence[dict, :class:`Fit`, :class:`GeoJsonFeature`, :class:`GeoJsonFeatureCollection`, Sequence[dict, :class:`GeoJsonFeature`]] fraction : dict, float, :class:`ExprRef` The fraction parameter for the ``bottomley`` projection. **Default value:** ``0.5``, corresponding to a sin(ψ) where ψ = π/6. lobes : dict, float, :class:`ExprRef` The number of lobes in projections that support multi-lobe views: ``berghaus``, ``gingery``, or ``healpix``. The default value varies based on the projection type. parallel : dict, float, :class:`ExprRef` The parallel parameter for projections that support it: ``armadillo``, ``bonne``, ``craig``, ``cylindricalEqualArea``, ``cylindricalStereographic``, ``hammerRetroazimuthal``, ``loximuthal``, or ``rectangularPolyconic``. The default value varies based on the projection type. parallels : dict, Sequence[float], :class:`ExprRef` For conic projections, the `two standard parallels `__ that define the map layout. The default depends on the specific conic projection used. pointRadius : dict, float, :class:`ExprRef` The default radius (in pixels) to use when drawing GeoJSON ``Point`` and ``MultiPoint`` geometries. This parameter sets a constant default value. To modify the point radius in response to data, see the corresponding parameter of the GeoPath and GeoShape transforms. **Default value:** ``4.5`` precision : dict, float, :class:`ExprRef` The threshold for the projection's `adaptive resampling `__ to the specified value in pixels. This value corresponds to the `Douglas–Peucker distance `__. If precision is not specified, returns the projection's current resampling precision which defaults to ``√0.5 ≅ 0.70710…``. radius : dict, float, :class:`ExprRef` The radius parameter for the ``airy`` or ``gingery`` projection. The default value varies based on the projection type. ratio : dict, float, :class:`ExprRef` The ratio parameter for the ``hill``, ``hufnagel``, or ``wagner`` projections. The default value varies based on the projection type. reflectX : bool, dict, :class:`ExprRef` Sets whether or not the x-dimension is reflected (negated) in the output. reflectY : bool, dict, :class:`ExprRef` Sets whether or not the y-dimension is reflected (negated) in the output. rotate : dict, Sequence[float], :class:`ExprRef`, :class:`Vector2number`, :class:`Vector3number` The projection's three-axis rotation to the specified angles, which must be a two- or three-element array of numbers [ ``lambda``, ``phi``, ``gamma`` ] specifying the rotation angles in degrees about each spherical axis. (These correspond to yaw, pitch and roll.) **Default value:** ``[0, 0, 0]`` scale : dict, float, :class:`ExprRef` The projection’s scale (zoom) factor, overriding automatic fitting. The default scale is projection-specific. The scale factor corresponds linearly to the distance between projected points; however, scale factor values are not equivalent across projections. size : dict, Sequence[float], :class:`ExprRef`, :class:`Vector2number` Used in conjunction with fit, provides the width and height in pixels of the area to which the projection should be automatically fit. spacing : dict, float, :class:`ExprRef` The spacing parameter for the ``lagrange`` projection. **Default value:** ``0.5`` tilt : dict, float, :class:`ExprRef` The tilt angle (in degrees) for the ``satellite`` projection. **Default value:** ``0``. translate : dict, Sequence[float], :class:`ExprRef`, :class:`Vector2number` The projection’s translation offset as a two-element array ``[tx, ty]``. type : dict, :class:`ExprRef`, :class:`ProjectionType`, Literal['albers', 'albersUsa', 'azimuthalEqualArea', 'azimuthalEquidistant', 'conicConformal', 'conicEqualArea', 'conicEquidistant', 'equalEarth', 'equirectangular', 'gnomonic', 'identity', 'mercator', 'naturalEarth1', 'orthographic', 'stereographic', 'transverseMercator'] The cartographic projection to use. This value is case-insensitive, for example ``"albers"`` and ``"Albers"`` indicate the same projection type. You can find all valid projection types `in the documentation `__. **Default value:** ``equalEarth`` """ _schema = {"$ref": "#/definitions/Projection"} def __init__( self, center: Union[ dict, "_Parameter", "SchemaBase", Sequence[float], UndefinedType ] = Undefined, clipAngle: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, clipExtent: Union[ dict, "_Parameter", "SchemaBase", Sequence[Union["SchemaBase", Sequence[float]]], UndefinedType, ] = Undefined, coefficient: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, distance: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, extent: Union[ dict, "_Parameter", "SchemaBase", Sequence[Union["SchemaBase", Sequence[float]]], UndefinedType, ] = Undefined, fit: Union[ dict, "_Parameter", "SchemaBase", Sequence[Union[dict, "SchemaBase"]], Sequence[Union[dict, "SchemaBase", Sequence[Union[dict, "SchemaBase"]]]], UndefinedType, ] = Undefined, fraction: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, lobes: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, parallel: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, parallels: Union[ dict, "_Parameter", "SchemaBase", Sequence[float], UndefinedType ] = Undefined, pointRadius: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, precision: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, radius: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, ratio: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, reflectX: Union[ bool, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, reflectY: Union[ bool, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, rotate: Union[ dict, "_Parameter", "SchemaBase", Sequence[float], UndefinedType ] = Undefined, scale: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, size: Union[ dict, "_Parameter", "SchemaBase", Sequence[float], UndefinedType ] = Undefined, spacing: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, tilt: Union[dict, float, "_Parameter", "SchemaBase", UndefinedType] = Undefined, translate: Union[ dict, "_Parameter", "SchemaBase", Sequence[float], UndefinedType ] = Undefined, type: Union[ dict, "_Parameter", "SchemaBase", Literal[ "albers", "albersUsa", "azimuthalEqualArea", "azimuthalEquidistant", "conicConformal", "conicEqualArea", "conicEquidistant", "equalEarth", "equirectangular", "gnomonic", "identity", "mercator", "naturalEarth1", "orthographic", "stereographic", "transverseMercator", ], UndefinedType, ] = Undefined, **kwds, ): super(Projection, self).__init__( center=center, clipAngle=clipAngle, clipExtent=clipExtent, coefficient=coefficient, distance=distance, extent=extent, fit=fit, fraction=fraction, lobes=lobes, parallel=parallel, parallels=parallels, pointRadius=pointRadius, precision=precision, radius=radius, ratio=ratio, reflectX=reflectX, reflectY=reflectY, rotate=rotate, scale=scale, size=size, spacing=spacing, tilt=tilt, translate=translate, type=type, **kwds, ) class ProjectionConfig(VegaLiteSchema): """ProjectionConfig schema wrapper Parameters ---------- center : dict, Sequence[float], :class:`ExprRef`, :class:`Vector2number` The projection's center, a two-element array of longitude and latitude in degrees. **Default value:** ``[0, 0]`` clipAngle : dict, float, :class:`ExprRef` The projection's clipping circle radius to the specified angle in degrees. If ``null``, switches to `antimeridian `__ cutting rather than small-circle clipping. clipExtent : dict, :class:`ExprRef`, :class:`Vector2Vector2number`, Sequence[Sequence[float], :class:`Vector2number`] The projection's viewport clip extent to the specified bounds in pixels. The extent bounds are specified as an array ``[[x0, y0], [x1, y1]]``, where ``x0`` is the left-side of the viewport, ``y0`` is the top, ``x1`` is the right and ``y1`` is the bottom. If ``null``, no viewport clipping is performed. coefficient : dict, float, :class:`ExprRef` The coefficient parameter for the ``hammer`` projection. **Default value:** ``2`` distance : dict, float, :class:`ExprRef` For the ``satellite`` projection, the distance from the center of the sphere to the point of view, as a proportion of the sphere’s radius. The recommended maximum clip angle for a given ``distance`` is acos(1 / distance) converted to degrees. If tilt is also applied, then more conservative clipping may be necessary. **Default value:** ``2.0`` extent : dict, :class:`ExprRef`, :class:`Vector2Vector2number`, Sequence[Sequence[float], :class:`Vector2number`] fit : dict, :class:`Fit`, :class:`ExprRef`, :class:`GeoJsonFeature`, :class:`GeoJsonFeatureCollection`, Sequence[dict, :class:`GeoJsonFeature`], Sequence[dict, :class:`Fit`, :class:`GeoJsonFeature`, :class:`GeoJsonFeatureCollection`, Sequence[dict, :class:`GeoJsonFeature`]] fraction : dict, float, :class:`ExprRef` The fraction parameter for the ``bottomley`` projection. **Default value:** ``0.5``, corresponding to a sin(ψ) where ψ = π/6. lobes : dict, float, :class:`ExprRef` The number of lobes in projections that support multi-lobe views: ``berghaus``, ``gingery``, or ``healpix``. The default value varies based on the projection type. parallel : dict, float, :class:`ExprRef` The parallel parameter for projections that support it: ``armadillo``, ``bonne``, ``craig``, ``cylindricalEqualArea``, ``cylindricalStereographic``, ``hammerRetroazimuthal``, ``loximuthal``, or ``rectangularPolyconic``. The default value varies based on the projection type. parallels : dict, Sequence[float], :class:`ExprRef` For conic projections, the `two standard parallels `__ that define the map layout. The default depends on the specific conic projection used. pointRadius : dict, float, :class:`ExprRef` The default radius (in pixels) to use when drawing GeoJSON ``Point`` and ``MultiPoint`` geometries. This parameter sets a constant default value. To modify the point radius in response to data, see the corresponding parameter of the GeoPath and GeoShape transforms. **Default value:** ``4.5`` precision : dict, float, :class:`ExprRef` The threshold for the projection's `adaptive resampling `__ to the specified value in pixels. This value corresponds to the `Douglas–Peucker distance `__. If precision is not specified, returns the projection's current resampling precision which defaults to ``√0.5 ≅ 0.70710…``. radius : dict, float, :class:`ExprRef` The radius parameter for the ``airy`` or ``gingery`` projection. The default value varies based on the projection type. ratio : dict, float, :class:`ExprRef` The ratio parameter for the ``hill``, ``hufnagel``, or ``wagner`` projections. The default value varies based on the projection type. reflectX : bool, dict, :class:`ExprRef` Sets whether or not the x-dimension is reflected (negated) in the output. reflectY : bool, dict, :class:`ExprRef` Sets whether or not the y-dimension is reflected (negated) in the output. rotate : dict, Sequence[float], :class:`ExprRef`, :class:`Vector2number`, :class:`Vector3number` The projection's three-axis rotation to the specified angles, which must be a two- or three-element array of numbers [ ``lambda``, ``phi``, ``gamma`` ] specifying the rotation angles in degrees about each spherical axis. (These correspond to yaw, pitch and roll.) **Default value:** ``[0, 0, 0]`` scale : dict, float, :class:`ExprRef` The projection’s scale (zoom) factor, overriding automatic fitting. The default scale is projection-specific. The scale factor corresponds linearly to the distance between projected points; however, scale factor values are not equivalent across projections. size : dict, Sequence[float], :class:`ExprRef`, :class:`Vector2number` Used in conjunction with fit, provides the width and height in pixels of the area to which the projection should be automatically fit. spacing : dict, float, :class:`ExprRef` The spacing parameter for the ``lagrange`` projection. **Default value:** ``0.5`` tilt : dict, float, :class:`ExprRef` The tilt angle (in degrees) for the ``satellite`` projection. **Default value:** ``0``. translate : dict, Sequence[float], :class:`ExprRef`, :class:`Vector2number` The projection’s translation offset as a two-element array ``[tx, ty]``. type : dict, :class:`ExprRef`, :class:`ProjectionType`, Literal['albers', 'albersUsa', 'azimuthalEqualArea', 'azimuthalEquidistant', 'conicConformal', 'conicEqualArea', 'conicEquidistant', 'equalEarth', 'equirectangular', 'gnomonic', 'identity', 'mercator', 'naturalEarth1', 'orthographic', 'stereographic', 'transverseMercator'] The cartographic projection to use. This value is case-insensitive, for example ``"albers"`` and ``"Albers"`` indicate the same projection type. You can find all valid projection types `in the documentation `__. **Default value:** ``equalEarth`` """ _schema = {"$ref": "#/definitions/ProjectionConfig"} def __init__( self, center: Union[ dict, "_Parameter", "SchemaBase", Sequence[float], UndefinedType ] = Undefined, clipAngle: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, clipExtent: Union[ dict, "_Parameter", "SchemaBase", Sequence[Union["SchemaBase", Sequence[float]]], UndefinedType, ] = Undefined, coefficient: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, distance: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, extent: Union[ dict, "_Parameter", "SchemaBase", Sequence[Union["SchemaBase", Sequence[float]]], UndefinedType, ] = Undefined, fit: Union[ dict, "_Parameter", "SchemaBase", Sequence[Union[dict, "SchemaBase"]], Sequence[Union[dict, "SchemaBase", Sequence[Union[dict, "SchemaBase"]]]], UndefinedType, ] = Undefined, fraction: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, lobes: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, parallel: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, parallels: Union[ dict, "_Parameter", "SchemaBase", Sequence[float], UndefinedType ] = Undefined, pointRadius: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, precision: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, radius: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, ratio: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, reflectX: Union[ bool, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, reflectY: Union[ bool, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, rotate: Union[ dict, "_Parameter", "SchemaBase", Sequence[float], UndefinedType ] = Undefined, scale: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, size: Union[ dict, "_Parameter", "SchemaBase", Sequence[float], UndefinedType ] = Undefined, spacing: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, tilt: Union[dict, float, "_Parameter", "SchemaBase", UndefinedType] = Undefined, translate: Union[ dict, "_Parameter", "SchemaBase", Sequence[float], UndefinedType ] = Undefined, type: Union[ dict, "_Parameter", "SchemaBase", Literal[ "albers", "albersUsa", "azimuthalEqualArea", "azimuthalEquidistant", "conicConformal", "conicEqualArea", "conicEquidistant", "equalEarth", "equirectangular", "gnomonic", "identity", "mercator", "naturalEarth1", "orthographic", "stereographic", "transverseMercator", ], UndefinedType, ] = Undefined, **kwds, ): super(ProjectionConfig, self).__init__( center=center, clipAngle=clipAngle, clipExtent=clipExtent, coefficient=coefficient, distance=distance, extent=extent, fit=fit, fraction=fraction, lobes=lobes, parallel=parallel, parallels=parallels, pointRadius=pointRadius, precision=precision, radius=radius, ratio=ratio, reflectX=reflectX, reflectY=reflectY, rotate=rotate, scale=scale, size=size, spacing=spacing, tilt=tilt, translate=translate, type=type, **kwds, ) class ProjectionType(VegaLiteSchema): """ProjectionType schema wrapper""" _schema = {"$ref": "#/definitions/ProjectionType"} def __init__(self, *args): super(ProjectionType, self).__init__(*args) class RadialGradient(Gradient): """RadialGradient schema wrapper Parameters ---------- gradient : str The type of gradient. Use ``"radial"`` for a radial gradient. stops : Sequence[dict, :class:`GradientStop`] An array of gradient stops defining the gradient color sequence. id : str r1 : float The radius length, in normalized [0, 1] coordinates, of the inner circle for the gradient. **Default value:** ``0`` r2 : float The radius length, in normalized [0, 1] coordinates, of the outer circle for the gradient. **Default value:** ``0.5`` x1 : float The x-coordinate, in normalized [0, 1] coordinates, for the center of the inner circle for the gradient. **Default value:** ``0.5`` x2 : float The x-coordinate, in normalized [0, 1] coordinates, for the center of the outer circle for the gradient. **Default value:** ``0.5`` y1 : float The y-coordinate, in normalized [0, 1] coordinates, for the center of the inner circle for the gradient. **Default value:** ``0.5`` y2 : float The y-coordinate, in normalized [0, 1] coordinates, for the center of the outer circle for the gradient. **Default value:** ``0.5`` """ _schema = {"$ref": "#/definitions/RadialGradient"} def __init__( self, gradient: Union[str, UndefinedType] = Undefined, stops: Union[Sequence[Union[dict, "SchemaBase"]], UndefinedType] = Undefined, id: Union[str, UndefinedType] = Undefined, r1: Union[float, UndefinedType] = Undefined, r2: Union[float, UndefinedType] = Undefined, x1: Union[float, UndefinedType] = Undefined, x2: Union[float, UndefinedType] = Undefined, y1: Union[float, UndefinedType] = Undefined, y2: Union[float, UndefinedType] = Undefined, **kwds, ): super(RadialGradient, self).__init__( gradient=gradient, stops=stops, id=id, r1=r1, r2=r2, x1=x1, x2=x2, y1=y1, y2=y2, **kwds, ) class RangeConfig(VegaLiteSchema): """RangeConfig schema wrapper Parameters ---------- category : dict, :class:`RangeRaw`, :class:`RangeEnum`, :class:`RangeScheme`, Sequence[str, bool, None, float, Sequence[float], :class:`RangeRawArray`], Literal['width', 'height', 'symbol', 'category', 'ordinal', 'ramp', 'diverging', 'heatmap'], Sequence[str, :class:`Color`, :class:`HexColor`, :class:`ColorName`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple']] Default `color scheme `__ for categorical data. diverging : dict, :class:`RangeRaw`, :class:`RangeEnum`, :class:`RangeScheme`, Sequence[str, bool, None, float, Sequence[float], :class:`RangeRawArray`], Literal['width', 'height', 'symbol', 'category', 'ordinal', 'ramp', 'diverging', 'heatmap'], Sequence[str, :class:`Color`, :class:`HexColor`, :class:`ColorName`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple']] Default `color scheme `__ for diverging quantitative ramps. heatmap : dict, :class:`RangeRaw`, :class:`RangeEnum`, :class:`RangeScheme`, Sequence[str, bool, None, float, Sequence[float], :class:`RangeRawArray`], Literal['width', 'height', 'symbol', 'category', 'ordinal', 'ramp', 'diverging', 'heatmap'], Sequence[str, :class:`Color`, :class:`HexColor`, :class:`ColorName`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple']] Default `color scheme `__ for quantitative heatmaps. ordinal : dict, :class:`RangeRaw`, :class:`RangeEnum`, :class:`RangeScheme`, Sequence[str, bool, None, float, Sequence[float], :class:`RangeRawArray`], Literal['width', 'height', 'symbol', 'category', 'ordinal', 'ramp', 'diverging', 'heatmap'], Sequence[str, :class:`Color`, :class:`HexColor`, :class:`ColorName`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple']] Default `color scheme `__ for rank-ordered data. ramp : dict, :class:`RangeRaw`, :class:`RangeEnum`, :class:`RangeScheme`, Sequence[str, bool, None, float, Sequence[float], :class:`RangeRawArray`], Literal['width', 'height', 'symbol', 'category', 'ordinal', 'ramp', 'diverging', 'heatmap'], Sequence[str, :class:`Color`, :class:`HexColor`, :class:`ColorName`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple']] Default `color scheme `__ for sequential quantitative ramps. symbol : Sequence[str, :class:`SymbolShape`] Array of `symbol `__ names or paths for the default shape palette. """ _schema = {"$ref": "#/definitions/RangeConfig"} def __init__( self, category: Union[ dict, "SchemaBase", Sequence[Union[str, bool, None, float, "SchemaBase", Sequence[float]]], Literal[ "width", "height", "symbol", "category", "ordinal", "ramp", "diverging", "heatmap", ], Sequence[ Union[ str, "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], ] ], UndefinedType, ] = Undefined, diverging: Union[ dict, "SchemaBase", Sequence[Union[str, bool, None, float, "SchemaBase", Sequence[float]]], Literal[ "width", "height", "symbol", "category", "ordinal", "ramp", "diverging", "heatmap", ], Sequence[ Union[ str, "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], ] ], UndefinedType, ] = Undefined, heatmap: Union[ dict, "SchemaBase", Sequence[Union[str, bool, None, float, "SchemaBase", Sequence[float]]], Literal[ "width", "height", "symbol", "category", "ordinal", "ramp", "diverging", "heatmap", ], Sequence[ Union[ str, "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], ] ], UndefinedType, ] = Undefined, ordinal: Union[ dict, "SchemaBase", Sequence[Union[str, bool, None, float, "SchemaBase", Sequence[float]]], Literal[ "width", "height", "symbol", "category", "ordinal", "ramp", "diverging", "heatmap", ], Sequence[ Union[ str, "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], ] ], UndefinedType, ] = Undefined, ramp: Union[ dict, "SchemaBase", Sequence[Union[str, bool, None, float, "SchemaBase", Sequence[float]]], Literal[ "width", "height", "symbol", "category", "ordinal", "ramp", "diverging", "heatmap", ], Sequence[ Union[ str, "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], ] ], UndefinedType, ] = Undefined, symbol: Union[Sequence[Union[str, "SchemaBase"]], UndefinedType] = Undefined, **kwds, ): super(RangeConfig, self).__init__( category=category, diverging=diverging, heatmap=heatmap, ordinal=ordinal, ramp=ramp, symbol=symbol, **kwds, ) class RangeRawArray(VegaLiteSchema): """RangeRawArray schema wrapper""" _schema = {"$ref": "#/definitions/RangeRawArray"} def __init__(self, *args): super(RangeRawArray, self).__init__(*args) class RangeScheme(VegaLiteSchema): """RangeScheme schema wrapper""" _schema = {"$ref": "#/definitions/RangeScheme"} def __init__(self, *args, **kwds): super(RangeScheme, self).__init__(*args, **kwds) class RangeEnum(RangeScheme): """RangeEnum schema wrapper""" _schema = {"$ref": "#/definitions/RangeEnum"} def __init__(self, *args): super(RangeEnum, self).__init__(*args) class RangeRaw(RangeScheme): """RangeRaw schema wrapper""" _schema = {"$ref": "#/definitions/RangeRaw"} def __init__(self, *args): super(RangeRaw, self).__init__(*args) class RectConfig(AnyMarkConfig): """RectConfig schema wrapper Parameters ---------- align : dict, :class:`Align`, :class:`ExprRef`, Literal['left', 'center', 'right'] The horizontal alignment of the text or ranged marks (area, bar, image, rect, rule). One of ``"left"``, ``"right"``, ``"center"``. **Note:** Expression reference is *not* supported for range marks. angle : dict, float, :class:`ExprRef` The rotation angle of the text, in degrees. aria : bool, dict, :class:`ExprRef` A boolean flag indicating if `ARIA attributes `__ should be included (SVG output only). If ``false``, the "aria-hidden" attribute will be set on the output SVG element, removing the mark item from the ARIA accessibility tree. ariaRole : str, dict, :class:`ExprRef` Sets the type of user interface element of the mark item for `ARIA accessibility `__ (SVG output only). If specified, this property determines the "role" attribute. Warning: this property is experimental and may be changed in the future. ariaRoleDescription : str, dict, :class:`ExprRef` A human-readable, author-localized description for the role of the mark item for `ARIA accessibility `__ (SVG output only). If specified, this property determines the "aria-roledescription" attribute. Warning: this property is experimental and may be changed in the future. aspect : bool, dict, :class:`ExprRef` Whether to keep aspect ratio of image marks. baseline : str, dict, :class:`ExprRef`, :class:`Baseline`, :class:`TextBaseline`, Literal['top', 'middle', 'bottom'] For text marks, the vertical text baseline. One of ``"alphabetic"`` (default), ``"top"``, ``"middle"``, ``"bottom"``, ``"line-top"``, ``"line-bottom"``, or an expression reference that provides one of the valid values. The ``"line-top"`` and ``"line-bottom"`` values operate similarly to ``"top"`` and ``"bottom"``, but are calculated relative to the ``lineHeight`` rather than ``fontSize`` alone. For range marks, the vertical alignment of the marks. One of ``"top"``, ``"middle"``, ``"bottom"``. **Note:** Expression reference is *not* supported for range marks. binSpacing : float Offset between bars for binned field. The ideal value for this is either 0 (preferred by statisticians) or 1 (Vega-Lite default, D3 example style). **Default value:** ``1`` blend : dict, :class:`Blend`, :class:`ExprRef`, Literal[None, 'multiply', 'screen', 'overlay', 'darken', 'lighten', 'color-dodge', 'color-burn', 'hard-light', 'soft-light', 'difference', 'exclusion', 'hue', 'saturation', 'color', 'luminosity'] The color blend mode for drawing an item on its current background. Any valid `CSS mix-blend-mode `__ value can be used. __Default value:__ ``"source-over"`` color : str, dict, :class:`Color`, :class:`ExprRef`, :class:`Gradient`, :class:`HexColor`, :class:`ColorName`, :class:`LinearGradient`, :class:`RadialGradient`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] Default color. **Default value:** :raw-html:`■` ``"#4682b4"`` **Note:** * This property cannot be used in a `style config `__. * The ``fill`` and ``stroke`` properties have higher precedence than ``color`` and will override ``color``. continuousBandSize : float The default size of the bars on continuous scales. **Default value:** ``5`` cornerRadius : dict, float, :class:`ExprRef` The radius in pixels of rounded rectangles or arcs' corners. **Default value:** ``0`` cornerRadiusBottomLeft : dict, float, :class:`ExprRef` The radius in pixels of rounded rectangles' bottom left corner. **Default value:** ``0`` cornerRadiusBottomRight : dict, float, :class:`ExprRef` The radius in pixels of rounded rectangles' bottom right corner. **Default value:** ``0`` cornerRadiusTopLeft : dict, float, :class:`ExprRef` The radius in pixels of rounded rectangles' top right corner. **Default value:** ``0`` cornerRadiusTopRight : dict, float, :class:`ExprRef` The radius in pixels of rounded rectangles' top left corner. **Default value:** ``0`` cursor : dict, :class:`Cursor`, :class:`ExprRef`, Literal['auto', 'default', 'none', 'context-menu', 'help', 'pointer', 'progress', 'wait', 'cell', 'crosshair', 'text', 'vertical-text', 'alias', 'copy', 'move', 'no-drop', 'not-allowed', 'e-resize', 'n-resize', 'ne-resize', 'nw-resize', 's-resize', 'se-resize', 'sw-resize', 'w-resize', 'ew-resize', 'ns-resize', 'nesw-resize', 'nwse-resize', 'col-resize', 'row-resize', 'all-scroll', 'zoom-in', 'zoom-out', 'grab', 'grabbing'] The mouse cursor used over the mark. Any valid `CSS cursor type `__ can be used. description : str, dict, :class:`ExprRef` A text description of the mark item for `ARIA accessibility `__ (SVG output only). If specified, this property determines the `"aria-label" attribute `__. dir : dict, :class:`ExprRef`, Literal['ltr', 'rtl'], :class:`TextDirection` The direction of the text. One of ``"ltr"`` (left-to-right) or ``"rtl"`` (right-to-left). This property determines on which side is truncated in response to the limit parameter. **Default value:** ``"ltr"`` discreteBandSize : dict, float, :class:`RelativeBandSize` The default size of the bars with discrete dimensions. If unspecified, the default size is ``step-2``, which provides 2 pixel offset between bars. dx : dict, float, :class:`ExprRef` The horizontal offset, in pixels, between the text label and its anchor point. The offset is applied after rotation by the *angle* property. dy : dict, float, :class:`ExprRef` The vertical offset, in pixels, between the text label and its anchor point. The offset is applied after rotation by the *angle* property. ellipsis : str, dict, :class:`ExprRef` The ellipsis string for text truncated in response to the limit parameter. **Default value:** ``"…"`` endAngle : dict, float, :class:`ExprRef` The end angle in radians for arc marks. A value of ``0`` indicates up (north), increasing values proceed clockwise. fill : str, dict, None, :class:`Color`, :class:`ExprRef`, :class:`Gradient`, :class:`HexColor`, :class:`ColorName`, :class:`LinearGradient`, :class:`RadialGradient`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] Default fill color. This property has higher precedence than ``config.color``. Set to ``null`` to remove fill. **Default value:** (None) fillOpacity : dict, float, :class:`ExprRef` The fill opacity (value between [0,1]). **Default value:** ``1`` filled : bool Whether the mark's color should be used as fill color instead of stroke color. **Default value:** ``false`` for all ``point``, ``line``, and ``rule`` marks as well as ``geoshape`` marks for `graticule `__ data sources; otherwise, ``true``. **Note:** This property cannot be used in a `style config `__. font : str, dict, :class:`ExprRef` The typeface to set the text in (e.g., ``"Helvetica Neue"`` ). fontSize : dict, float, :class:`ExprRef` The font size, in pixels. **Default value:** ``11`` fontStyle : str, dict, :class:`ExprRef`, :class:`FontStyle` The font style (e.g., ``"italic"`` ). fontWeight : dict, :class:`ExprRef`, :class:`FontWeight`, Literal['normal', 'bold', 'lighter', 'bolder', 100, 200, 300, 400, 500, 600, 700, 800, 900] The font weight. This can be either a string (e.g ``"bold"``, ``"normal"`` ) or a number ( ``100``, ``200``, ``300``, ..., ``900`` where ``"normal"`` = ``400`` and ``"bold"`` = ``700`` ). height : dict, float, :class:`ExprRef` Height of the marks. href : str, dict, :class:`URI`, :class:`ExprRef` A URL to load upon mouse click. If defined, the mark acts as a hyperlink. innerRadius : dict, float, :class:`ExprRef` The inner radius in pixels of arc marks. ``innerRadius`` is an alias for ``radius2``. **Default value:** ``0`` interpolate : dict, :class:`ExprRef`, :class:`Interpolate`, Literal['basis', 'basis-open', 'basis-closed', 'bundle', 'cardinal', 'cardinal-open', 'cardinal-closed', 'catmull-rom', 'linear', 'linear-closed', 'monotone', 'natural', 'step', 'step-before', 'step-after'] The line interpolation method to use for line and area marks. One of the following: * ``"linear"`` : piecewise linear segments, as in a polyline. * ``"linear-closed"`` : close the linear segments to form a polygon. * ``"step"`` : alternate between horizontal and vertical segments, as in a step function. * ``"step-before"`` : alternate between vertical and horizontal segments, as in a step function. * ``"step-after"`` : alternate between horizontal and vertical segments, as in a step function. * ``"basis"`` : a B-spline, with control point duplication on the ends. * ``"basis-open"`` : an open B-spline; may not intersect the start or end. * ``"basis-closed"`` : a closed B-spline, as in a loop. * ``"cardinal"`` : a Cardinal spline, with control point duplication on the ends. * ``"cardinal-open"`` : an open Cardinal spline; may not intersect the start or end, but will intersect other control points. * ``"cardinal-closed"`` : a closed Cardinal spline, as in a loop. * ``"bundle"`` : equivalent to basis, except the tension parameter is used to straighten the spline. * ``"monotone"`` : cubic interpolation that preserves monotonicity in y. invalid : Literal['filter', None] Defines how Vega-Lite should handle marks for invalid values ( ``null`` and ``NaN`` ). * If set to ``"filter"`` (default), all data items with null values will be skipped (for line, trail, and area marks) or filtered (for other marks). * If ``null``, all data items are included. In this case, invalid values will be interpreted as zeroes. limit : dict, float, :class:`ExprRef` The maximum length of the text mark in pixels. The text value will be automatically truncated if the rendered size exceeds the limit. **Default value:** ``0`` -- indicating no limit lineBreak : str, dict, :class:`ExprRef` A delimiter, such as a newline character, upon which to break text strings into multiple lines. This property is ignored if the text is array-valued. lineHeight : dict, float, :class:`ExprRef` The line height in pixels (the spacing between subsequent lines of text) for multi-line text marks. minBandSize : dict, float, :class:`ExprRef` The minimum band size for bar and rectangle marks. **Default value:** ``0.25`` opacity : dict, float, :class:`ExprRef` The overall opacity (value between [0,1]). **Default value:** ``0.7`` for non-aggregate plots with ``point``, ``tick``, ``circle``, or ``square`` marks or layered ``bar`` charts and ``1`` otherwise. order : bool, None For line and trail marks, this ``order`` property can be set to ``null`` or ``false`` to make the lines use the original order in the data sources. orient : :class:`Orientation`, Literal['horizontal', 'vertical'] The orientation of a non-stacked bar, tick, area, and line charts. The value is either horizontal (default) or vertical. * For bar, rule and tick, this determines whether the size of the bar and tick should be applied to x or y dimension. * For area, this property determines the orient property of the Vega output. * For line and trail marks, this property determines the sort order of the points in the line if ``config.sortLineBy`` is not specified. For stacked charts, this is always determined by the orientation of the stack; therefore explicitly specified value will be ignored. outerRadius : dict, float, :class:`ExprRef` The outer radius in pixels of arc marks. ``outerRadius`` is an alias for ``radius``. **Default value:** ``0`` padAngle : dict, float, :class:`ExprRef` The angular padding applied to sides of the arc, in radians. radius : dict, float, :class:`ExprRef` For arc mark, the primary (outer) radius in pixels. For text marks, polar coordinate radial offset, in pixels, of the text from the origin determined by the ``x`` and ``y`` properties. **Default value:** ``min(plot_width, plot_height)/2`` radius2 : dict, float, :class:`ExprRef` The secondary (inner) radius in pixels of arc marks. **Default value:** ``0`` shape : str, dict, :class:`ExprRef`, :class:`SymbolShape` Shape of the point marks. Supported values include: * plotting shapes: ``"circle"``, ``"square"``, ``"cross"``, ``"diamond"``, ``"triangle-up"``, ``"triangle-down"``, ``"triangle-right"``, or ``"triangle-left"``. * the line symbol ``"stroke"`` * centered directional shapes ``"arrow"``, ``"wedge"``, or ``"triangle"`` * a custom `SVG path string `__ (For correct sizing, custom shape paths should be defined within a square bounding box with coordinates ranging from -1 to 1 along both the x and y dimensions.) **Default value:** ``"circle"`` size : dict, float, :class:`ExprRef` Default size for marks. * For ``point`` / ``circle`` / ``square``, this represents the pixel area of the marks. Note that this value sets the area of the symbol; the side lengths will increase with the square root of this value. * For ``bar``, this represents the band size of the bar, in pixels. * For ``text``, this represents the font size, in pixels. **Default value:** * ``30`` for point, circle, square marks; width/height's ``step`` * ``2`` for bar marks with discrete dimensions; * ``5`` for bar marks with continuous dimensions; * ``11`` for text marks. smooth : bool, dict, :class:`ExprRef` A boolean flag (default true) indicating if the image should be smoothed when resized. If false, individual pixels should be scaled directly rather than interpolated with smoothing. For SVG rendering, this option may not work in some browsers due to lack of standardization. startAngle : dict, float, :class:`ExprRef` The start angle in radians for arc marks. A value of ``0`` indicates up (north), increasing values proceed clockwise. stroke : str, dict, None, :class:`Color`, :class:`ExprRef`, :class:`Gradient`, :class:`HexColor`, :class:`ColorName`, :class:`LinearGradient`, :class:`RadialGradient`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] Default stroke color. This property has higher precedence than ``config.color``. Set to ``null`` to remove stroke. **Default value:** (None) strokeCap : dict, :class:`ExprRef`, :class:`StrokeCap`, Literal['butt', 'round', 'square'] The stroke cap for line ending style. One of ``"butt"``, ``"round"``, or ``"square"``. **Default value:** ``"butt"`` strokeDash : dict, Sequence[float], :class:`ExprRef` An array of alternating stroke, space lengths for creating dashed or dotted lines. strokeDashOffset : dict, float, :class:`ExprRef` The offset (in pixels) into which to begin drawing with the stroke dash array. strokeJoin : dict, :class:`ExprRef`, :class:`StrokeJoin`, Literal['miter', 'round', 'bevel'] The stroke line join method. One of ``"miter"``, ``"round"`` or ``"bevel"``. **Default value:** ``"miter"`` strokeMiterLimit : dict, float, :class:`ExprRef` The miter limit at which to bevel a line join. strokeOffset : dict, float, :class:`ExprRef` The offset in pixels at which to draw the group stroke and fill. If unspecified, the default behavior is to dynamically offset stroked groups such that 1 pixel stroke widths align with the pixel grid. strokeOpacity : dict, float, :class:`ExprRef` The stroke opacity (value between [0,1]). **Default value:** ``1`` strokeWidth : dict, float, :class:`ExprRef` The stroke width, in pixels. tension : dict, float, :class:`ExprRef` Depending on the interpolation type, sets the tension parameter (for line and area marks). text : str, dict, :class:`Text`, Sequence[str], :class:`ExprRef` Placeholder text if the ``text`` channel is not specified theta : dict, float, :class:`ExprRef` For arc marks, the arc length in radians if theta2 is not specified, otherwise the start arc angle. (A value of 0 indicates up or “north”, increasing values proceed clockwise.) For text marks, polar coordinate angle in radians. theta2 : dict, float, :class:`ExprRef` The end angle of arc marks in radians. A value of 0 indicates up or “north”, increasing values proceed clockwise. timeUnitBandPosition : float Default relative band position for a time unit. If set to ``0``, the marks will be positioned at the beginning of the time unit band step. If set to ``0.5``, the marks will be positioned in the middle of the time unit band step. timeUnitBandSize : float Default relative band size for a time unit. If set to ``1``, the bandwidth of the marks will be equal to the time unit band step. If set to ``0.5``, bandwidth of the marks will be half of the time unit band step. tooltip : str, bool, dict, None, float, :class:`ExprRef`, :class:`TooltipContent` The tooltip text string to show upon mouse hover or an object defining which fields should the tooltip be derived from. * If ``tooltip`` is ``true`` or ``{"content": "encoding"}``, then all fields from ``encoding`` will be used. * If ``tooltip`` is ``{"content": "data"}``, then all fields that appear in the highlighted data point will be used. * If set to ``null`` or ``false``, then no tooltip will be used. See the `tooltip `__ documentation for a detailed discussion about tooltip in Vega-Lite. **Default value:** ``null`` url : str, dict, :class:`URI`, :class:`ExprRef` The URL of the image file for image marks. width : dict, float, :class:`ExprRef` Width of the marks. x : str, dict, float, :class:`ExprRef` X coordinates of the marks, or width of horizontal ``"bar"`` and ``"area"`` without specified ``x2`` or ``width``. The ``value`` of this channel can be a number or a string ``"width"`` for the width of the plot. x2 : str, dict, float, :class:`ExprRef` X2 coordinates for ranged ``"area"``, ``"bar"``, ``"rect"``, and ``"rule"``. The ``value`` of this channel can be a number or a string ``"width"`` for the width of the plot. y : str, dict, float, :class:`ExprRef` Y coordinates of the marks, or height of vertical ``"bar"`` and ``"area"`` without specified ``y2`` or ``height``. The ``value`` of this channel can be a number or a string ``"height"`` for the height of the plot. y2 : str, dict, float, :class:`ExprRef` Y2 coordinates for ranged ``"area"``, ``"bar"``, ``"rect"``, and ``"rule"``. The ``value`` of this channel can be a number or a string ``"height"`` for the height of the plot. """ _schema = {"$ref": "#/definitions/RectConfig"} def __init__( self, align: Union[ dict, "_Parameter", "SchemaBase", Literal["left", "center", "right"], UndefinedType, ] = Undefined, angle: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, aria: Union[bool, dict, "_Parameter", "SchemaBase", UndefinedType] = Undefined, ariaRole: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, ariaRoleDescription: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, aspect: Union[ bool, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, baseline: Union[ str, dict, "_Parameter", "SchemaBase", Literal["top", "middle", "bottom"], UndefinedType, ] = Undefined, binSpacing: Union[float, UndefinedType] = Undefined, blend: Union[ dict, "_Parameter", "SchemaBase", Literal[ None, "multiply", "screen", "overlay", "darken", "lighten", "color-dodge", "color-burn", "hard-light", "soft-light", "difference", "exclusion", "hue", "saturation", "color", "luminosity", ], UndefinedType, ] = Undefined, color: Union[ str, dict, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, continuousBandSize: Union[float, UndefinedType] = Undefined, cornerRadius: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, cornerRadiusBottomLeft: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, cornerRadiusBottomRight: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, cornerRadiusTopLeft: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, cornerRadiusTopRight: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, cursor: Union[ dict, "_Parameter", "SchemaBase", Literal[ "auto", "default", "none", "context-menu", "help", "pointer", "progress", "wait", "cell", "crosshair", "text", "vertical-text", "alias", "copy", "move", "no-drop", "not-allowed", "e-resize", "n-resize", "ne-resize", "nw-resize", "s-resize", "se-resize", "sw-resize", "w-resize", "ew-resize", "ns-resize", "nesw-resize", "nwse-resize", "col-resize", "row-resize", "all-scroll", "zoom-in", "zoom-out", "grab", "grabbing", ], UndefinedType, ] = Undefined, description: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, dir: Union[ dict, "_Parameter", "SchemaBase", Literal["ltr", "rtl"], UndefinedType ] = Undefined, discreteBandSize: Union[dict, float, "SchemaBase", UndefinedType] = Undefined, dx: Union[dict, float, "_Parameter", "SchemaBase", UndefinedType] = Undefined, dy: Union[dict, float, "_Parameter", "SchemaBase", UndefinedType] = Undefined, ellipsis: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, endAngle: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, fill: Union[ str, dict, None, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, fillOpacity: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, filled: Union[bool, UndefinedType] = Undefined, font: Union[str, dict, "_Parameter", "SchemaBase", UndefinedType] = Undefined, fontSize: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, fontStyle: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, fontWeight: Union[ dict, "_Parameter", "SchemaBase", Literal[ "normal", "bold", "lighter", "bolder", 100, 200, 300, 400, 500, 600, 700, 800, 900, ], UndefinedType, ] = Undefined, height: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, href: Union[str, dict, "_Parameter", "SchemaBase", UndefinedType] = Undefined, innerRadius: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, interpolate: Union[ dict, "_Parameter", "SchemaBase", Literal[ "basis", "basis-open", "basis-closed", "bundle", "cardinal", "cardinal-open", "cardinal-closed", "catmull-rom", "linear", "linear-closed", "monotone", "natural", "step", "step-before", "step-after", ], UndefinedType, ] = Undefined, invalid: Union[Literal["filter", None], UndefinedType] = Undefined, limit: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, lineBreak: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, lineHeight: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, minBandSize: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, opacity: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, order: Union[bool, None, UndefinedType] = Undefined, orient: Union[ "SchemaBase", Literal["horizontal", "vertical"], UndefinedType ] = Undefined, outerRadius: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, padAngle: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, radius: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, radius2: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, shape: Union[str, dict, "_Parameter", "SchemaBase", UndefinedType] = Undefined, size: Union[dict, float, "_Parameter", "SchemaBase", UndefinedType] = Undefined, smooth: Union[ bool, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, startAngle: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, stroke: Union[ str, dict, None, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, strokeCap: Union[ dict, "_Parameter", "SchemaBase", Literal["butt", "round", "square"], UndefinedType, ] = Undefined, strokeDash: Union[ dict, "_Parameter", "SchemaBase", Sequence[float], UndefinedType ] = Undefined, strokeDashOffset: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, strokeJoin: Union[ dict, "_Parameter", "SchemaBase", Literal["miter", "round", "bevel"], UndefinedType, ] = Undefined, strokeMiterLimit: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, strokeOffset: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, strokeOpacity: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, strokeWidth: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, tension: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, text: Union[ str, dict, "_Parameter", "SchemaBase", Sequence[str], UndefinedType ] = Undefined, theta: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, theta2: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, timeUnitBandPosition: Union[float, UndefinedType] = Undefined, timeUnitBandSize: Union[float, UndefinedType] = Undefined, tooltip: Union[ str, bool, dict, None, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, url: Union[str, dict, "_Parameter", "SchemaBase", UndefinedType] = Undefined, width: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, x: Union[ str, dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, x2: Union[ str, dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, y: Union[ str, dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, y2: Union[ str, dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, **kwds, ): super(RectConfig, self).__init__( align=align, angle=angle, aria=aria, ariaRole=ariaRole, ariaRoleDescription=ariaRoleDescription, aspect=aspect, baseline=baseline, binSpacing=binSpacing, blend=blend, color=color, continuousBandSize=continuousBandSize, cornerRadius=cornerRadius, cornerRadiusBottomLeft=cornerRadiusBottomLeft, cornerRadiusBottomRight=cornerRadiusBottomRight, cornerRadiusTopLeft=cornerRadiusTopLeft, cornerRadiusTopRight=cornerRadiusTopRight, cursor=cursor, description=description, dir=dir, discreteBandSize=discreteBandSize, dx=dx, dy=dy, ellipsis=ellipsis, endAngle=endAngle, fill=fill, fillOpacity=fillOpacity, filled=filled, font=font, fontSize=fontSize, fontStyle=fontStyle, fontWeight=fontWeight, height=height, href=href, innerRadius=innerRadius, interpolate=interpolate, invalid=invalid, limit=limit, lineBreak=lineBreak, lineHeight=lineHeight, minBandSize=minBandSize, opacity=opacity, order=order, orient=orient, outerRadius=outerRadius, padAngle=padAngle, radius=radius, radius2=radius2, shape=shape, size=size, smooth=smooth, startAngle=startAngle, stroke=stroke, strokeCap=strokeCap, strokeDash=strokeDash, strokeDashOffset=strokeDashOffset, strokeJoin=strokeJoin, strokeMiterLimit=strokeMiterLimit, strokeOffset=strokeOffset, strokeOpacity=strokeOpacity, strokeWidth=strokeWidth, tension=tension, text=text, theta=theta, theta2=theta2, timeUnitBandPosition=timeUnitBandPosition, timeUnitBandSize=timeUnitBandSize, tooltip=tooltip, url=url, width=width, x=x, x2=x2, y=y, y2=y2, **kwds, ) class RelativeBandSize(VegaLiteSchema): """RelativeBandSize schema wrapper Parameters ---------- band : float The relative band size. For example ``0.5`` means half of the band scale's band width. """ _schema = {"$ref": "#/definitions/RelativeBandSize"} def __init__(self, band: Union[float, UndefinedType] = Undefined, **kwds): super(RelativeBandSize, self).__init__(band=band, **kwds) class RepeatMapping(VegaLiteSchema): """RepeatMapping schema wrapper Parameters ---------- column : Sequence[str] An array of fields to be repeated horizontally. row : Sequence[str] An array of fields to be repeated vertically. """ _schema = {"$ref": "#/definitions/RepeatMapping"} def __init__( self, column: Union[Sequence[str], UndefinedType] = Undefined, row: Union[Sequence[str], UndefinedType] = Undefined, **kwds, ): super(RepeatMapping, self).__init__(column=column, row=row, **kwds) class RepeatRef(Field): """RepeatRef schema wrapper Reference to a repeated value. Parameters ---------- repeat : Literal['row', 'column', 'repeat', 'layer'] """ _schema = {"$ref": "#/definitions/RepeatRef"} def __init__( self, repeat: Union[ Literal["row", "column", "repeat", "layer"], UndefinedType ] = Undefined, **kwds, ): super(RepeatRef, self).__init__(repeat=repeat, **kwds) class Resolve(VegaLiteSchema): """Resolve schema wrapper Defines how scales, axes, and legends from different specs should be combined. Resolve is a mapping from ``scale``, ``axis``, and ``legend`` to a mapping from channels to resolutions. Scales and guides can be resolved to be ``"independent"`` or ``"shared"``. Parameters ---------- axis : dict, :class:`AxisResolveMap` legend : dict, :class:`LegendResolveMap` scale : dict, :class:`ScaleResolveMap` """ _schema = {"$ref": "#/definitions/Resolve"} def __init__( self, axis: Union[dict, "SchemaBase", UndefinedType] = Undefined, legend: Union[dict, "SchemaBase", UndefinedType] = Undefined, scale: Union[dict, "SchemaBase", UndefinedType] = Undefined, **kwds, ): super(Resolve, self).__init__(axis=axis, legend=legend, scale=scale, **kwds) class ResolveMode(VegaLiteSchema): """ResolveMode schema wrapper""" _schema = {"$ref": "#/definitions/ResolveMode"} def __init__(self, *args): super(ResolveMode, self).__init__(*args) class RowColLayoutAlign(VegaLiteSchema): """RowColLayoutAlign schema wrapper Parameters ---------- column : :class:`LayoutAlign`, Literal['all', 'each', 'none'] row : :class:`LayoutAlign`, Literal['all', 'each', 'none'] """ _schema = {"$ref": "#/definitions/RowCol"} def __init__( self, column: Union[ "SchemaBase", Literal["all", "each", "none"], UndefinedType ] = Undefined, row: Union[ "SchemaBase", Literal["all", "each", "none"], UndefinedType ] = Undefined, **kwds, ): super(RowColLayoutAlign, self).__init__(column=column, row=row, **kwds) class RowColboolean(VegaLiteSchema): """RowColboolean schema wrapper Parameters ---------- column : bool row : bool """ _schema = {"$ref": "#/definitions/RowCol"} def __init__( self, column: Union[bool, UndefinedType] = Undefined, row: Union[bool, UndefinedType] = Undefined, **kwds, ): super(RowColboolean, self).__init__(column=column, row=row, **kwds) class RowColnumber(VegaLiteSchema): """RowColnumber schema wrapper Parameters ---------- column : float row : float """ _schema = {"$ref": "#/definitions/RowCol"} def __init__( self, column: Union[float, UndefinedType] = Undefined, row: Union[float, UndefinedType] = Undefined, **kwds, ): super(RowColnumber, self).__init__(column=column, row=row, **kwds) class RowColumnEncodingFieldDef(VegaLiteSchema): """RowColumnEncodingFieldDef schema wrapper Parameters ---------- shorthand : str, dict, Sequence[str], :class:`RepeatRef` shorthand for field, aggregate, and type aggregate : dict, :class:`Aggregate`, :class:`ArgmaxDef`, :class:`ArgminDef`, :class:`NonArgAggregateOp`, Literal['average', 'count', 'distinct', 'max', 'mean', 'median', 'min', 'missing', 'product', 'q1', 'q3', 'ci0', 'ci1', 'stderr', 'stdev', 'stdevp', 'sum', 'valid', 'values', 'variance', 'variancep', 'exponential', 'exponentialb'] Aggregation function for the field (e.g., ``"mean"``, ``"sum"``, ``"median"``, ``"min"``, ``"max"``, ``"count"`` ). **Default value:** ``undefined`` (None) **See also:** `aggregate `__ documentation. align : :class:`LayoutAlign`, Literal['all', 'each', 'none'] The alignment to apply to row/column facet's subplot. The supported string values are ``"all"``, ``"each"``, and ``"none"``. * For ``"none"``, a flow layout will be used, in which adjacent subviews are simply placed one after the other. * For ``"each"``, subviews will be aligned into a clean grid structure, but each row or column may be of variable size. * For ``"all"``, subviews will be aligned and each row or column will be sized identically based on the maximum observed size. String values for this property will be applied to both grid rows and columns. **Default value:** ``"all"``. bandPosition : float Relative position on a band of a stacked, binned, time unit, or band scale. For example, the marks will be positioned at the beginning of the band if set to ``0``, and at the middle of the band if set to ``0.5``. bin : bool, dict, None, :class:`BinParams` A flag for binning a ``quantitative`` field, `an object defining binning parameters `__, or indicating that the data for ``x`` or ``y`` channel are binned before they are imported into Vega-Lite ( ``"binned"`` ). If ``true``, default `binning parameters `__ will be applied. If ``"binned"``, this indicates that the data for the ``x`` (or ``y`` ) channel are already binned. You can map the bin-start field to ``x`` (or ``y`` ) and the bin-end field to ``x2`` (or ``y2`` ). The scale and axis will be formatted similar to binning in Vega-Lite. To adjust the axis ticks based on the bin step, you can also set the axis's `tickMinStep `__ property. **Default value:** ``false`` **See also:** `bin `__ documentation. center : bool Boolean flag indicating if facet's subviews should be centered relative to their respective rows or columns. **Default value:** ``false`` field : str, dict, :class:`Field`, :class:`FieldName`, :class:`RepeatRef` **Required.** A string defining the name of the field from which to pull a data value or an object defining iterated values from the `repeat `__ operator. **See also:** `field `__ documentation. **Notes:** 1) Dots ( ``.`` ) and brackets ( ``[`` and ``]`` ) can be used to access nested objects (e.g., ``"field": "foo.bar"`` and ``"field": "foo['bar']"`` ). If field names contain dots or brackets but are not nested, you can use ``\\`` to escape dots and brackets (e.g., ``"a\\.b"`` and ``"a\\[0\\]"`` ). See more details about escaping in the `field documentation `__. 2) ``field`` is not required if ``aggregate`` is ``count``. header : dict, None, :class:`Header` An object defining properties of a facet's header. sort : dict, None, Sequence[str], Sequence[bool], Sequence[float], :class:`SortArray`, :class:`SortOrder`, :class:`EncodingSortField`, Sequence[dict, :class:`DateTime`], Literal['ascending', 'descending'] Sort order for the encoded field. For continuous fields (quantitative or temporal), ``sort`` can be either ``"ascending"`` or ``"descending"``. For discrete fields, ``sort`` can be one of the following: * ``"ascending"`` or ``"descending"`` -- for sorting by the values' natural order in JavaScript. * `A sort field definition `__ for sorting by another field. * `An array specifying the field values in preferred order `__. In this case, the sort order will obey the values in the array, followed by any unspecified values in their original order. For discrete time field, values in the sort array can be `date-time definition objects `__. In addition, for time units ``"month"`` and ``"day"``, the values can be the month or day names (case insensitive) or their 3-letter initials (e.g., ``"Mon"``, ``"Tue"`` ). * ``null`` indicating no sort. **Default value:** ``"ascending"`` **Note:** ``null`` is not supported for ``row`` and ``column``. spacing : float The spacing in pixels between facet's sub-views. **Default value** : Depends on ``"spacing"`` property of `the view composition configuration `__ ( ``20`` by default) timeUnit : dict, :class:`TimeUnit`, :class:`MultiTimeUnit`, :class:`BinnedTimeUnit`, :class:`SingleTimeUnit`, :class:`TimeUnitParams`, :class:`UtcMultiTimeUnit`, :class:`UtcSingleTimeUnit`, :class:`LocalMultiTimeUnit`, :class:`LocalSingleTimeUnit`, Literal['year', 'quarter', 'month', 'week', 'day', 'dayofyear', 'date', 'hours', 'minutes', 'seconds', 'milliseconds'], Literal['utcyear', 'utcquarter', 'utcmonth', 'utcweek', 'utcday', 'utcdayofyear', 'utcdate', 'utchours', 'utcminutes', 'utcseconds', 'utcmilliseconds'], Literal['binnedyear', 'binnedyearquarter', 'binnedyearquartermonth', 'binnedyearmonth', 'binnedyearmonthdate', 'binnedyearmonthdatehours', 'binnedyearmonthdatehoursminutes', 'binnedyearmonthdatehoursminutesseconds', 'binnedyearweek', 'binnedyearweekday', 'binnedyearweekdayhours', 'binnedyearweekdayhoursminutes', 'binnedyearweekdayhoursminutesseconds', 'binnedyeardayofyear'], Literal['binnedutcyear', 'binnedutcyearquarter', 'binnedutcyearquartermonth', 'binnedutcyearmonth', 'binnedutcyearmonthdate', 'binnedutcyearmonthdatehours', 'binnedutcyearmonthdatehoursminutes', 'binnedutcyearmonthdatehoursminutesseconds', 'binnedutcyearweek', 'binnedutcyearweekday', 'binnedutcyearweekdayhours', 'binnedutcyearweekdayhoursminutes', 'binnedutcyearweekdayhoursminutesseconds', 'binnedutcyeardayofyear'], Literal['yearquarter', 'yearquartermonth', 'yearmonth', 'yearmonthdate', 'yearmonthdatehours', 'yearmonthdatehoursminutes', 'yearmonthdatehoursminutesseconds', 'yearweek', 'yearweekday', 'yearweekdayhours', 'yearweekdayhoursminutes', 'yearweekdayhoursminutesseconds', 'yeardayofyear', 'quartermonth', 'monthdate', 'monthdatehours', 'monthdatehoursminutes', 'monthdatehoursminutesseconds', 'weekday', 'weekdayhours', 'weekdayhoursminutes', 'weekdayhoursminutesseconds', 'dayhours', 'dayhoursminutes', 'dayhoursminutesseconds', 'hoursminutes', 'hoursminutesseconds', 'minutesseconds', 'secondsmilliseconds'], Literal['utcyearquarter', 'utcyearquartermonth', 'utcyearmonth', 'utcyearmonthdate', 'utcyearmonthdatehours', 'utcyearmonthdatehoursminutes', 'utcyearmonthdatehoursminutesseconds', 'utcyearweek', 'utcyearweekday', 'utcyearweekdayhours', 'utcyearweekdayhoursminutes', 'utcyearweekdayhoursminutesseconds', 'utcyeardayofyear', 'utcquartermonth', 'utcmonthdate', 'utcmonthdatehours', 'utcmonthdatehoursminutes', 'utcmonthdatehoursminutesseconds', 'utcweekday', 'utcweeksdayhours', 'utcweekdayhoursminutes', 'utcweekdayhoursminutesseconds', 'utcdayhours', 'utcdayhoursminutes', 'utcdayhoursminutesseconds', 'utchoursminutes', 'utchoursminutesseconds', 'utcminutesseconds', 'utcsecondsmilliseconds'] Time unit (e.g., ``year``, ``yearmonth``, ``month``, ``hours`` ) for a temporal field. or `a temporal field that gets casted as ordinal `__. **Default value:** ``undefined`` (None) **See also:** `timeUnit `__ documentation. title : str, None, :class:`Text`, Sequence[str] A title for the field. If ``null``, the title will be removed. **Default value:** derived from the field's name and transformation function ( ``aggregate``, ``bin`` and ``timeUnit`` ). If the field has an aggregate function, the function is displayed as part of the title (e.g., ``"Sum of Profit"`` ). If the field is binned or has a time unit applied, the applied function is shown in parentheses (e.g., ``"Profit (binned)"``, ``"Transaction Date (year-month)"`` ). Otherwise, the title is simply the field name. **Notes** : 1) You can customize the default field title format by providing the `fieldTitle `__ property in the `config `__ or `fieldTitle function via the compile function's options `__. 2) If both field definition's ``title`` and axis, header, or legend ``title`` are defined, axis/header/legend title will be used. type : :class:`StandardType`, Literal['quantitative', 'ordinal', 'temporal', 'nominal'] The type of measurement ( ``"quantitative"``, ``"temporal"``, ``"ordinal"``, or ``"nominal"`` ) for the encoded field or constant value ( ``datum`` ). It can also be a ``"geojson"`` type for encoding `'geoshape' `__. Vega-Lite automatically infers data types in many cases as discussed below. However, type is required for a field if: (1) the field is not nominal and the field encoding has no specified ``aggregate`` (except ``argmin`` and ``argmax`` ), ``bin``, scale type, custom ``sort`` order, nor ``timeUnit`` or (2) if you wish to use an ordinal scale for a field with ``bin`` or ``timeUnit``. **Default value:** 1) For a data ``field``, ``"nominal"`` is the default data type unless the field encoding has ``aggregate``, ``channel``, ``bin``, scale type, ``sort``, or ``timeUnit`` that satisfies the following criteria: * ``"quantitative"`` is the default type if (1) the encoded field contains ``bin`` or ``aggregate`` except ``"argmin"`` and ``"argmax"``, (2) the encoding channel is ``latitude`` or ``longitude`` channel or (3) if the specified scale type is `a quantitative scale `__. * ``"temporal"`` is the default type if (1) the encoded field contains ``timeUnit`` or (2) the specified scale type is a time or utc scale * ``"ordinal"`` is the default type if (1) the encoded field contains a `custom sort order `__, (2) the specified scale type is an ordinal/point/band scale, or (3) the encoding channel is ``order``. 2) For a constant value in data domain ( ``datum`` ): * ``"quantitative"`` if the datum is a number * ``"nominal"`` if the datum is a string * ``"temporal"`` if the datum is `a date time object `__ **Note:** * Data ``type`` describes the semantics of the data rather than the primitive data types (number, string, etc.). The same primitive data type can have different types of measurement. For example, numeric data can represent quantitative, ordinal, or nominal data. * Data values for a temporal field can be either a date-time string (e.g., ``"2015-03-07 12:32:17"``, ``"17:01"``, ``"2015-03-16"``. ``"2015"`` ) or a timestamp number (e.g., ``1552199579097`` ). * When using with `bin `__, the ``type`` property can be either ``"quantitative"`` (for using a linear bin scale) or `"ordinal" (for using an ordinal bin scale) `__. * When using with `timeUnit `__, the ``type`` property can be either ``"temporal"`` (default, for using a temporal scale) or `"ordinal" (for using an ordinal scale) `__. * When using with `aggregate `__, the ``type`` property refers to the post-aggregation data type. For example, we can calculate count ``distinct`` of a categorical field ``"cat"`` using ``{"aggregate": "distinct", "field": "cat"}``. The ``"type"`` of the aggregate output is ``"quantitative"``. * Secondary channels (e.g., ``x2``, ``y2``, ``xError``, ``yError`` ) do not have ``type`` as they must have exactly the same type as their primary channels (e.g., ``x``, ``y`` ). **See also:** `type `__ documentation. """ _schema = {"$ref": "#/definitions/RowColumnEncodingFieldDef"} def __init__( self, shorthand: Union[ str, dict, "SchemaBase", Sequence[str], UndefinedType ] = Undefined, aggregate: Union[ dict, "SchemaBase", Literal[ "average", "count", "distinct", "max", "mean", "median", "min", "missing", "product", "q1", "q3", "ci0", "ci1", "stderr", "stdev", "stdevp", "sum", "valid", "values", "variance", "variancep", "exponential", "exponentialb", ], UndefinedType, ] = Undefined, align: Union[ "SchemaBase", Literal["all", "each", "none"], UndefinedType ] = Undefined, bandPosition: Union[float, UndefinedType] = Undefined, bin: Union[bool, dict, None, "SchemaBase", UndefinedType] = Undefined, center: Union[bool, UndefinedType] = Undefined, field: Union[str, dict, "SchemaBase", UndefinedType] = Undefined, header: Union[dict, None, "SchemaBase", UndefinedType] = Undefined, sort: Union[ dict, None, "SchemaBase", Sequence[str], Sequence[bool], Sequence[float], Literal["ascending", "descending"], Sequence[Union[dict, "SchemaBase"]], UndefinedType, ] = Undefined, spacing: Union[float, UndefinedType] = Undefined, timeUnit: Union[ dict, "SchemaBase", Literal[ "year", "quarter", "month", "week", "day", "dayofyear", "date", "hours", "minutes", "seconds", "milliseconds", ], Literal[ "utcyear", "utcquarter", "utcmonth", "utcweek", "utcday", "utcdayofyear", "utcdate", "utchours", "utcminutes", "utcseconds", "utcmilliseconds", ], Literal[ "binnedyear", "binnedyearquarter", "binnedyearquartermonth", "binnedyearmonth", "binnedyearmonthdate", "binnedyearmonthdatehours", "binnedyearmonthdatehoursminutes", "binnedyearmonthdatehoursminutesseconds", "binnedyearweek", "binnedyearweekday", "binnedyearweekdayhours", "binnedyearweekdayhoursminutes", "binnedyearweekdayhoursminutesseconds", "binnedyeardayofyear", ], Literal[ "binnedutcyear", "binnedutcyearquarter", "binnedutcyearquartermonth", "binnedutcyearmonth", "binnedutcyearmonthdate", "binnedutcyearmonthdatehours", "binnedutcyearmonthdatehoursminutes", "binnedutcyearmonthdatehoursminutesseconds", "binnedutcyearweek", "binnedutcyearweekday", "binnedutcyearweekdayhours", "binnedutcyearweekdayhoursminutes", "binnedutcyearweekdayhoursminutesseconds", "binnedutcyeardayofyear", ], Literal[ "yearquarter", "yearquartermonth", "yearmonth", "yearmonthdate", "yearmonthdatehours", "yearmonthdatehoursminutes", "yearmonthdatehoursminutesseconds", "yearweek", "yearweekday", "yearweekdayhours", "yearweekdayhoursminutes", "yearweekdayhoursminutesseconds", "yeardayofyear", "quartermonth", "monthdate", "monthdatehours", "monthdatehoursminutes", "monthdatehoursminutesseconds", "weekday", "weekdayhours", "weekdayhoursminutes", "weekdayhoursminutesseconds", "dayhours", "dayhoursminutes", "dayhoursminutesseconds", "hoursminutes", "hoursminutesseconds", "minutesseconds", "secondsmilliseconds", ], Literal[ "utcyearquarter", "utcyearquartermonth", "utcyearmonth", "utcyearmonthdate", "utcyearmonthdatehours", "utcyearmonthdatehoursminutes", "utcyearmonthdatehoursminutesseconds", "utcyearweek", "utcyearweekday", "utcyearweekdayhours", "utcyearweekdayhoursminutes", "utcyearweekdayhoursminutesseconds", "utcyeardayofyear", "utcquartermonth", "utcmonthdate", "utcmonthdatehours", "utcmonthdatehoursminutes", "utcmonthdatehoursminutesseconds", "utcweekday", "utcweeksdayhours", "utcweekdayhoursminutes", "utcweekdayhoursminutesseconds", "utcdayhours", "utcdayhoursminutes", "utcdayhoursminutesseconds", "utchoursminutes", "utchoursminutesseconds", "utcminutesseconds", "utcsecondsmilliseconds", ], UndefinedType, ] = Undefined, title: Union[str, None, "SchemaBase", Sequence[str], UndefinedType] = Undefined, type: Union[ "SchemaBase", Literal["quantitative", "ordinal", "temporal", "nominal"], UndefinedType, ] = Undefined, **kwds, ): super(RowColumnEncodingFieldDef, self).__init__( shorthand=shorthand, aggregate=aggregate, align=align, bandPosition=bandPosition, bin=bin, center=center, field=field, header=header, sort=sort, spacing=spacing, timeUnit=timeUnit, title=title, type=type, **kwds, ) class Scale(VegaLiteSchema): """Scale schema wrapper Parameters ---------- align : dict, float, :class:`ExprRef` The alignment of the steps within the scale range. This value must lie in the range ``[0,1]``. A value of ``0.5`` indicates that the steps should be centered within the range. A value of ``0`` or ``1`` may be used to shift the bands to one side, say to position them adjacent to an axis. **Default value:** ``0.5`` base : dict, float, :class:`ExprRef` The logarithm base of the ``log`` scale (default ``10`` ). bins : dict, Sequence[float], :class:`ScaleBins`, :class:`ScaleBinParams` Bin boundaries can be provided to scales as either an explicit array of bin boundaries or as a bin specification object. The legal values are: * An `array <../types/#Array>`__ literal of bin boundary values. For example, ``[0, 5, 10, 15, 20]``. The array must include both starting and ending boundaries. The previous example uses five values to indicate a total of four bin intervals: [0-5), [5-10), [10-15), [15-20]. Array literals may include signal references as elements. * A `bin specification object `__ that indicates the bin *step* size, and optionally the *start* and *stop* boundaries. * An array of bin boundaries over the scale domain. If provided, axes and legends will use the bin boundaries to inform the choice of tick marks and text labels. clamp : bool, dict, :class:`ExprRef` If ``true``, values that exceed the data domain are clamped to either the minimum or maximum range value **Default value:** derived from the `scale config `__ 's ``clamp`` ( ``true`` by default). constant : dict, float, :class:`ExprRef` A constant determining the slope of the symlog function around zero. Only used for ``symlog`` scales. **Default value:** ``1`` domain : str, dict, :class:`ExprRef`, :class:`DomainUnionWith`, :class:`ParameterExtent`, Sequence[str, bool, dict, None, float, :class:`ExprRef`, :class:`DateTime`] Customized domain values in the form of constant values or dynamic values driven by a parameter. 1) Constant ``domain`` for *quantitative* fields can take one of the following forms: * A two-element array with minimum and maximum values. To create a diverging scale, this two-element array can be combined with the ``domainMid`` property. * An array with more than two entries, for `Piecewise quantitative scales `__. * A string value ``"unaggregated"``, if the input field is aggregated, to indicate that the domain should include the raw data values prior to the aggregation. 2) Constant ``domain`` for *temporal* fields can be a two-element array with minimum and maximum values, in the form of either timestamps or the `DateTime definition objects `__. 3) Constant ``domain`` for *ordinal* and *nominal* fields can be an array that lists valid input values. 4) To combine (union) specified constant domain with the field's values, ``domain`` can be an object with a ``unionWith`` property that specify constant domain to be combined. For example, ``domain: {unionWith: [0, 100]}`` for a quantitative scale means that the scale domain always includes ``[0, 100]``, but will include other values in the fields beyond ``[0, 100]``. 5) Domain can also takes an object defining a field or encoding of a parameter that `interactively determines `__ the scale domain. domainMax : dict, float, :class:`ExprRef`, :class:`DateTime` Sets the maximum value in the scale domain, overriding the ``domain`` property. This property is only intended for use with scales having continuous domains. domainMid : dict, float, :class:`ExprRef` Inserts a single mid-point value into a two-element domain. The mid-point value must lie between the domain minimum and maximum values. This property can be useful for setting a midpoint for `diverging color scales `__. The domainMid property is only intended for use with scales supporting continuous, piecewise domains. domainMin : dict, float, :class:`ExprRef`, :class:`DateTime` Sets the minimum value in the scale domain, overriding the domain property. This property is only intended for use with scales having continuous domains. domainRaw : dict, :class:`ExprRef` An expression for an array of raw values that, if non-null, directly overrides the *domain* property. This is useful for supporting interactions such as panning or zooming a scale. The scale may be initially determined using a data-driven domain, then modified in response to user input by setting the rawDomain value. exponent : dict, float, :class:`ExprRef` The exponent of the ``pow`` scale. interpolate : dict, :class:`ExprRef`, :class:`ScaleInterpolateEnum`, :class:`ScaleInterpolateParams`, Literal['rgb', 'lab', 'hcl', 'hsl', 'hsl-long', 'hcl-long', 'cubehelix', 'cubehelix-long'] The interpolation method for range values. By default, a general interpolator for numbers, dates, strings and colors (in HCL space) is used. For color ranges, this property allows interpolation in alternative color spaces. Legal values include ``rgb``, ``hsl``, ``hsl-long``, ``lab``, ``hcl``, ``hcl-long``, ``cubehelix`` and ``cubehelix-long`` ('-long' variants use longer paths in polar coordinate spaces). If object-valued, this property accepts an object with a string-valued *type* property and an optional numeric *gamma* property applicable to rgb and cubehelix interpolators. For more, see the `d3-interpolate documentation `__. * **Default value:** ``hcl`` nice : bool, dict, float, :class:`ExprRef`, :class:`TimeInterval`, :class:`TimeIntervalStep`, Literal['millisecond', 'second', 'minute', 'hour', 'day', 'week', 'month', 'year'] Extending the domain so that it starts and ends on nice round values. This method typically modifies the scale’s domain, and may only extend the bounds to the nearest round value. Nicing is useful if the domain is computed from data and may be irregular. For example, for a domain of *[0.201479…, 0.996679…]*, a nice domain might be *[0.2, 1.0]*. For quantitative scales such as linear, ``nice`` can be either a boolean flag or a number. If ``nice`` is a number, it will represent a desired tick count. This allows greater control over the step size used to extend the bounds, guaranteeing that the returned ticks will exactly cover the domain. For temporal fields with time and utc scales, the ``nice`` value can be a string indicating the desired time interval. Legal values are ``"millisecond"``, ``"second"``, ``"minute"``, ``"hour"``, ``"day"``, ``"week"``, ``"month"``, and ``"year"``. Alternatively, ``time`` and ``utc`` scales can accept an object-valued interval specifier of the form ``{"interval": "month", "step": 3}``, which includes a desired number of interval steps. Here, the domain would snap to quarter (Jan, Apr, Jul, Oct) boundaries. **Default value:** ``true`` for unbinned *quantitative* fields without explicit domain bounds; ``false`` otherwise. padding : dict, float, :class:`ExprRef` For * `continuous `__ * scales, expands the scale domain to accommodate the specified number of pixels on each of the scale range. The scale range must represent pixels for this parameter to function as intended. Padding adjustment is performed prior to all other adjustments, including the effects of the  ``zero``,  ``nice``,  ``domainMin``, and ``domainMax``  properties. For * `band `__ * scales, shortcut for setting ``paddingInner`` and ``paddingOuter`` to the same value. For * `point `__ * scales, alias for ``paddingOuter``. **Default value:** For *continuous* scales, derived from the `scale config `__ 's ``continuousPadding``. For *band and point* scales, see ``paddingInner`` and ``paddingOuter``. By default, Vega-Lite sets padding such that *width/height = number of unique values * step*. paddingInner : dict, float, :class:`ExprRef` The inner padding (spacing) within each band step of band scales, as a fraction of the step size. This value must lie in the range [0,1]. For point scale, this property is invalid as point scales do not have internal band widths (only step sizes between bands). **Default value:** derived from the `scale config `__ 's ``bandPaddingInner``. paddingOuter : dict, float, :class:`ExprRef` The outer padding (spacing) at the ends of the range of band and point scales, as a fraction of the step size. This value must lie in the range [0,1]. **Default value:** derived from the `scale config `__ 's ``bandPaddingOuter`` for band scales and ``pointPadding`` for point scales. By default, Vega-Lite sets outer padding such that *width/height = number of unique values * step*. range : dict, :class:`RangeEnum`, :class:`FieldRange`, Sequence[str, dict, float, Sequence[float], :class:`ExprRef`], Literal['width', 'height', 'symbol', 'category', 'ordinal', 'ramp', 'diverging', 'heatmap'] The range of the scale. One of: A string indicating a `pre-defined named scale range `__ (e.g., example, ``"symbol"``, or ``"diverging"`` ). For `continuous scales `__, two-element array indicating minimum and maximum values, or an array with more than two entries for specifying a `piecewise scale `__. For `discrete `__ and `discretizing `__ scales, an array of desired output values or an object with a ``field`` property representing the range values. For example, if a field ``color`` contains CSS color names, we can set ``range`` to ``{field: "color"}``. **Notes:** 1) For color scales you can also specify a color `scheme `__ instead of ``range``. 2) Any directly specified ``range`` for ``x`` and ``y`` channels will be ignored. Range can be customized via the view's corresponding `size `__ ( ``width`` and ``height`` ). rangeMax : str, dict, float, :class:`ExprRef` Sets the maximum value in the scale range, overriding the ``range`` property or the default range. This property is only intended for use with scales having continuous ranges. rangeMin : str, dict, float, :class:`ExprRef` Sets the minimum value in the scale range, overriding the ``range`` property or the default range. This property is only intended for use with scales having continuous ranges. reverse : bool, dict, :class:`ExprRef` If true, reverses the order of the scale range. **Default value:** ``false``. round : bool, dict, :class:`ExprRef` If ``true``, rounds numeric output values to integers. This can be helpful for snapping to the pixel grid. **Default value:** ``false``. scheme : dict, Sequence[str], :class:`ExprRef`, :class:`Cyclical`, :class:`Diverging`, :class:`Categorical`, :class:`ColorScheme`, :class:`SchemeParams`, :class:`SequentialMultiHue`, :class:`SequentialSingleHue`, Literal['rainbow', 'sinebow'], Literal['blues', 'tealblues', 'teals', 'greens', 'browns', 'greys', 'purples', 'warmgreys', 'reds', 'oranges'], Literal['accent', 'category10', 'category20', 'category20b', 'category20c', 'dark2', 'paired', 'pastel1', 'pastel2', 'set1', 'set2', 'set3', 'tableau10', 'tableau20'], Literal['blueorange', 'blueorange-3', 'blueorange-4', 'blueorange-5', 'blueorange-6', 'blueorange-7', 'blueorange-8', 'blueorange-9', 'blueorange-10', 'blueorange-11', 'brownbluegreen', 'brownbluegreen-3', 'brownbluegreen-4', 'brownbluegreen-5', 'brownbluegreen-6', 'brownbluegreen-7', 'brownbluegreen-8', 'brownbluegreen-9', 'brownbluegreen-10', 'brownbluegreen-11', 'purplegreen', 'purplegreen-3', 'purplegreen-4', 'purplegreen-5', 'purplegreen-6', 'purplegreen-7', 'purplegreen-8', 'purplegreen-9', 'purplegreen-10', 'purplegreen-11', 'pinkyellowgreen', 'pinkyellowgreen-3', 'pinkyellowgreen-4', 'pinkyellowgreen-5', 'pinkyellowgreen-6', 'pinkyellowgreen-7', 'pinkyellowgreen-8', 'pinkyellowgreen-9', 'pinkyellowgreen-10', 'pinkyellowgreen-11', 'purpleorange', 'purpleorange-3', 'purpleorange-4', 'purpleorange-5', 'purpleorange-6', 'purpleorange-7', 'purpleorange-8', 'purpleorange-9', 'purpleorange-10', 'purpleorange-11', 'redblue', 'redblue-3', 'redblue-4', 'redblue-5', 'redblue-6', 'redblue-7', 'redblue-8', 'redblue-9', 'redblue-10', 'redblue-11', 'redgrey', 'redgrey-3', 'redgrey-4', 'redgrey-5', 'redgrey-6', 'redgrey-7', 'redgrey-8', 'redgrey-9', 'redgrey-10', 'redgrey-11', 'redyellowblue', 'redyellowblue-3', 'redyellowblue-4', 'redyellowblue-5', 'redyellowblue-6', 'redyellowblue-7', 'redyellowblue-8', 'redyellowblue-9', 'redyellowblue-10', 'redyellowblue-11', 'redyellowgreen', 'redyellowgreen-3', 'redyellowgreen-4', 'redyellowgreen-5', 'redyellowgreen-6', 'redyellowgreen-7', 'redyellowgreen-8', 'redyellowgreen-9', 'redyellowgreen-10', 'redyellowgreen-11', 'spectral', 'spectral-3', 'spectral-4', 'spectral-5', 'spectral-6', 'spectral-7', 'spectral-8', 'spectral-9', 'spectral-10', 'spectral-11'], Literal['turbo', 'viridis', 'inferno', 'magma', 'plasma', 'cividis', 'bluegreen', 'bluegreen-3', 'bluegreen-4', 'bluegreen-5', 'bluegreen-6', 'bluegreen-7', 'bluegreen-8', 'bluegreen-9', 'bluepurple', 'bluepurple-3', 'bluepurple-4', 'bluepurple-5', 'bluepurple-6', 'bluepurple-7', 'bluepurple-8', 'bluepurple-9', 'goldgreen', 'goldgreen-3', 'goldgreen-4', 'goldgreen-5', 'goldgreen-6', 'goldgreen-7', 'goldgreen-8', 'goldgreen-9', 'goldorange', 'goldorange-3', 'goldorange-4', 'goldorange-5', 'goldorange-6', 'goldorange-7', 'goldorange-8', 'goldorange-9', 'goldred', 'goldred-3', 'goldred-4', 'goldred-5', 'goldred-6', 'goldred-7', 'goldred-8', 'goldred-9', 'greenblue', 'greenblue-3', 'greenblue-4', 'greenblue-5', 'greenblue-6', 'greenblue-7', 'greenblue-8', 'greenblue-9', 'orangered', 'orangered-3', 'orangered-4', 'orangered-5', 'orangered-6', 'orangered-7', 'orangered-8', 'orangered-9', 'purplebluegreen', 'purplebluegreen-3', 'purplebluegreen-4', 'purplebluegreen-5', 'purplebluegreen-6', 'purplebluegreen-7', 'purplebluegreen-8', 'purplebluegreen-9', 'purpleblue', 'purpleblue-3', 'purpleblue-4', 'purpleblue-5', 'purpleblue-6', 'purpleblue-7', 'purpleblue-8', 'purpleblue-9', 'purplered', 'purplered-3', 'purplered-4', 'purplered-5', 'purplered-6', 'purplered-7', 'purplered-8', 'purplered-9', 'redpurple', 'redpurple-3', 'redpurple-4', 'redpurple-5', 'redpurple-6', 'redpurple-7', 'redpurple-8', 'redpurple-9', 'yellowgreenblue', 'yellowgreenblue-3', 'yellowgreenblue-4', 'yellowgreenblue-5', 'yellowgreenblue-6', 'yellowgreenblue-7', 'yellowgreenblue-8', 'yellowgreenblue-9', 'yellowgreen', 'yellowgreen-3', 'yellowgreen-4', 'yellowgreen-5', 'yellowgreen-6', 'yellowgreen-7', 'yellowgreen-8', 'yellowgreen-9', 'yelloworangebrown', 'yelloworangebrown-3', 'yelloworangebrown-4', 'yelloworangebrown-5', 'yelloworangebrown-6', 'yelloworangebrown-7', 'yelloworangebrown-8', 'yelloworangebrown-9', 'yelloworangered', 'yelloworangered-3', 'yelloworangered-4', 'yelloworangered-5', 'yelloworangered-6', 'yelloworangered-7', 'yelloworangered-8', 'yelloworangered-9', 'darkblue', 'darkblue-3', 'darkblue-4', 'darkblue-5', 'darkblue-6', 'darkblue-7', 'darkblue-8', 'darkblue-9', 'darkgold', 'darkgold-3', 'darkgold-4', 'darkgold-5', 'darkgold-6', 'darkgold-7', 'darkgold-8', 'darkgold-9', 'darkgreen', 'darkgreen-3', 'darkgreen-4', 'darkgreen-5', 'darkgreen-6', 'darkgreen-7', 'darkgreen-8', 'darkgreen-9', 'darkmulti', 'darkmulti-3', 'darkmulti-4', 'darkmulti-5', 'darkmulti-6', 'darkmulti-7', 'darkmulti-8', 'darkmulti-9', 'darkred', 'darkred-3', 'darkred-4', 'darkred-5', 'darkred-6', 'darkred-7', 'darkred-8', 'darkred-9', 'lightgreyred', 'lightgreyred-3', 'lightgreyred-4', 'lightgreyred-5', 'lightgreyred-6', 'lightgreyred-7', 'lightgreyred-8', 'lightgreyred-9', 'lightgreyteal', 'lightgreyteal-3', 'lightgreyteal-4', 'lightgreyteal-5', 'lightgreyteal-6', 'lightgreyteal-7', 'lightgreyteal-8', 'lightgreyteal-9', 'lightmulti', 'lightmulti-3', 'lightmulti-4', 'lightmulti-5', 'lightmulti-6', 'lightmulti-7', 'lightmulti-8', 'lightmulti-9', 'lightorange', 'lightorange-3', 'lightorange-4', 'lightorange-5', 'lightorange-6', 'lightorange-7', 'lightorange-8', 'lightorange-9', 'lighttealblue', 'lighttealblue-3', 'lighttealblue-4', 'lighttealblue-5', 'lighttealblue-6', 'lighttealblue-7', 'lighttealblue-8', 'lighttealblue-9'] A string indicating a color `scheme `__ name (e.g., ``"category10"`` or ``"blues"`` ) or a `scheme parameter object `__. Discrete color schemes may be used with `discrete `__ or `discretizing `__ scales. Continuous color schemes are intended for use with color scales. For the full list of supported schemes, please refer to the `Vega Scheme `__ reference. type : :class:`ScaleType`, Literal['linear', 'log', 'pow', 'sqrt', 'symlog', 'identity', 'sequential', 'time', 'utc', 'quantile', 'quantize', 'threshold', 'bin-ordinal', 'ordinal', 'point', 'band'] The type of scale. Vega-Lite supports the following categories of scale types: 1) `Continuous Scales `__ -- mapping continuous domains to continuous output ranges ( `"linear" `__, `"pow" `__, `"sqrt" `__, `"symlog" `__, `"log" `__, `"time" `__, `"utc" `__. 2) `Discrete Scales `__ -- mapping discrete domains to discrete ( `"ordinal" `__ ) or continuous ( `"band" `__ and `"point" `__ ) output ranges. 3) `Discretizing Scales `__ -- mapping continuous domains to discrete output ranges `"bin-ordinal" `__, `"quantile" `__, `"quantize" `__ and `"threshold" `__. **Default value:** please see the `scale type table `__. zero : bool, dict, :class:`ExprRef` If ``true``, ensures that a zero baseline value is included in the scale domain. **Default value:** ``true`` for x and y channels if the quantitative field is not binned and no custom ``domain`` is provided; ``false`` otherwise. **Note:** Log, time, and utc scales do not support ``zero``. """ _schema = {"$ref": "#/definitions/Scale"} def __init__( self, align: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, base: Union[dict, float, "_Parameter", "SchemaBase", UndefinedType] = Undefined, bins: Union[dict, "SchemaBase", Sequence[float], UndefinedType] = Undefined, clamp: Union[bool, dict, "_Parameter", "SchemaBase", UndefinedType] = Undefined, constant: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, domain: Union[ str, dict, "_Parameter", "SchemaBase", Sequence[Union[str, bool, dict, None, float, "_Parameter", "SchemaBase"]], UndefinedType, ] = Undefined, domainMax: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, domainMid: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, domainMin: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, domainRaw: Union[dict, "_Parameter", "SchemaBase", UndefinedType] = Undefined, exponent: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, interpolate: Union[ dict, "_Parameter", "SchemaBase", Literal[ "rgb", "lab", "hcl", "hsl", "hsl-long", "hcl-long", "cubehelix", "cubehelix-long", ], UndefinedType, ] = Undefined, nice: Union[ bool, dict, float, "_Parameter", "SchemaBase", Literal[ "millisecond", "second", "minute", "hour", "day", "week", "month", "year", ], UndefinedType, ] = Undefined, padding: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, paddingInner: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, paddingOuter: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, range: Union[ dict, "SchemaBase", Sequence[ Union[str, dict, float, "_Parameter", "SchemaBase", Sequence[float]] ], Literal[ "width", "height", "symbol", "category", "ordinal", "ramp", "diverging", "heatmap", ], UndefinedType, ] = Undefined, rangeMax: Union[ str, dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, rangeMin: Union[ str, dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, reverse: Union[ bool, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, round: Union[bool, dict, "_Parameter", "SchemaBase", UndefinedType] = Undefined, scheme: Union[ dict, "_Parameter", "SchemaBase", Sequence[str], Literal["rainbow", "sinebow"], Literal[ "blues", "tealblues", "teals", "greens", "browns", "greys", "purples", "warmgreys", "reds", "oranges", ], Literal[ "accent", "category10", "category20", "category20b", "category20c", "dark2", "paired", "pastel1", "pastel2", "set1", "set2", "set3", "tableau10", "tableau20", ], Literal[ "blueorange", "blueorange-3", "blueorange-4", "blueorange-5", "blueorange-6", "blueorange-7", "blueorange-8", "blueorange-9", "blueorange-10", "blueorange-11", "brownbluegreen", "brownbluegreen-3", "brownbluegreen-4", "brownbluegreen-5", "brownbluegreen-6", "brownbluegreen-7", "brownbluegreen-8", "brownbluegreen-9", "brownbluegreen-10", "brownbluegreen-11", "purplegreen", "purplegreen-3", "purplegreen-4", "purplegreen-5", "purplegreen-6", "purplegreen-7", "purplegreen-8", "purplegreen-9", "purplegreen-10", "purplegreen-11", "pinkyellowgreen", "pinkyellowgreen-3", "pinkyellowgreen-4", "pinkyellowgreen-5", "pinkyellowgreen-6", "pinkyellowgreen-7", "pinkyellowgreen-8", "pinkyellowgreen-9", "pinkyellowgreen-10", "pinkyellowgreen-11", "purpleorange", "purpleorange-3", "purpleorange-4", "purpleorange-5", "purpleorange-6", "purpleorange-7", "purpleorange-8", "purpleorange-9", "purpleorange-10", "purpleorange-11", "redblue", "redblue-3", "redblue-4", "redblue-5", "redblue-6", "redblue-7", "redblue-8", "redblue-9", "redblue-10", "redblue-11", "redgrey", "redgrey-3", "redgrey-4", "redgrey-5", "redgrey-6", "redgrey-7", "redgrey-8", "redgrey-9", "redgrey-10", "redgrey-11", "redyellowblue", "redyellowblue-3", "redyellowblue-4", "redyellowblue-5", "redyellowblue-6", "redyellowblue-7", "redyellowblue-8", "redyellowblue-9", "redyellowblue-10", "redyellowblue-11", "redyellowgreen", "redyellowgreen-3", "redyellowgreen-4", "redyellowgreen-5", "redyellowgreen-6", "redyellowgreen-7", "redyellowgreen-8", "redyellowgreen-9", "redyellowgreen-10", "redyellowgreen-11", "spectral", "spectral-3", "spectral-4", "spectral-5", "spectral-6", "spectral-7", "spectral-8", "spectral-9", "spectral-10", "spectral-11", ], Literal[ "turbo", "viridis", "inferno", "magma", "plasma", "cividis", "bluegreen", "bluegreen-3", "bluegreen-4", "bluegreen-5", "bluegreen-6", "bluegreen-7", "bluegreen-8", "bluegreen-9", "bluepurple", "bluepurple-3", "bluepurple-4", "bluepurple-5", "bluepurple-6", "bluepurple-7", "bluepurple-8", "bluepurple-9", "goldgreen", "goldgreen-3", "goldgreen-4", "goldgreen-5", "goldgreen-6", "goldgreen-7", "goldgreen-8", "goldgreen-9", "goldorange", "goldorange-3", "goldorange-4", "goldorange-5", "goldorange-6", "goldorange-7", "goldorange-8", "goldorange-9", "goldred", "goldred-3", "goldred-4", "goldred-5", "goldred-6", "goldred-7", "goldred-8", "goldred-9", "greenblue", "greenblue-3", "greenblue-4", "greenblue-5", "greenblue-6", "greenblue-7", "greenblue-8", "greenblue-9", "orangered", "orangered-3", "orangered-4", "orangered-5", "orangered-6", "orangered-7", "orangered-8", "orangered-9", "purplebluegreen", "purplebluegreen-3", "purplebluegreen-4", "purplebluegreen-5", "purplebluegreen-6", "purplebluegreen-7", "purplebluegreen-8", "purplebluegreen-9", "purpleblue", "purpleblue-3", "purpleblue-4", "purpleblue-5", "purpleblue-6", "purpleblue-7", "purpleblue-8", "purpleblue-9", "purplered", "purplered-3", "purplered-4", "purplered-5", "purplered-6", "purplered-7", "purplered-8", "purplered-9", "redpurple", "redpurple-3", "redpurple-4", "redpurple-5", "redpurple-6", "redpurple-7", "redpurple-8", "redpurple-9", "yellowgreenblue", "yellowgreenblue-3", "yellowgreenblue-4", "yellowgreenblue-5", "yellowgreenblue-6", "yellowgreenblue-7", "yellowgreenblue-8", "yellowgreenblue-9", "yellowgreen", "yellowgreen-3", "yellowgreen-4", "yellowgreen-5", "yellowgreen-6", "yellowgreen-7", "yellowgreen-8", "yellowgreen-9", "yelloworangebrown", "yelloworangebrown-3", "yelloworangebrown-4", "yelloworangebrown-5", "yelloworangebrown-6", "yelloworangebrown-7", "yelloworangebrown-8", "yelloworangebrown-9", "yelloworangered", "yelloworangered-3", "yelloworangered-4", "yelloworangered-5", "yelloworangered-6", "yelloworangered-7", "yelloworangered-8", "yelloworangered-9", "darkblue", "darkblue-3", "darkblue-4", "darkblue-5", "darkblue-6", "darkblue-7", "darkblue-8", "darkblue-9", "darkgold", "darkgold-3", "darkgold-4", "darkgold-5", "darkgold-6", "darkgold-7", "darkgold-8", "darkgold-9", "darkgreen", "darkgreen-3", "darkgreen-4", "darkgreen-5", "darkgreen-6", "darkgreen-7", "darkgreen-8", "darkgreen-9", "darkmulti", "darkmulti-3", "darkmulti-4", "darkmulti-5", "darkmulti-6", "darkmulti-7", "darkmulti-8", "darkmulti-9", "darkred", "darkred-3", "darkred-4", "darkred-5", "darkred-6", "darkred-7", "darkred-8", "darkred-9", "lightgreyred", "lightgreyred-3", "lightgreyred-4", "lightgreyred-5", "lightgreyred-6", "lightgreyred-7", "lightgreyred-8", "lightgreyred-9", "lightgreyteal", "lightgreyteal-3", "lightgreyteal-4", "lightgreyteal-5", "lightgreyteal-6", "lightgreyteal-7", "lightgreyteal-8", "lightgreyteal-9", "lightmulti", "lightmulti-3", "lightmulti-4", "lightmulti-5", "lightmulti-6", "lightmulti-7", "lightmulti-8", "lightmulti-9", "lightorange", "lightorange-3", "lightorange-4", "lightorange-5", "lightorange-6", "lightorange-7", "lightorange-8", "lightorange-9", "lighttealblue", "lighttealblue-3", "lighttealblue-4", "lighttealblue-5", "lighttealblue-6", "lighttealblue-7", "lighttealblue-8", "lighttealblue-9", ], UndefinedType, ] = Undefined, type: Union[ "SchemaBase", Literal[ "linear", "log", "pow", "sqrt", "symlog", "identity", "sequential", "time", "utc", "quantile", "quantize", "threshold", "bin-ordinal", "ordinal", "point", "band", ], UndefinedType, ] = Undefined, zero: Union[bool, dict, "_Parameter", "SchemaBase", UndefinedType] = Undefined, **kwds, ): super(Scale, self).__init__( align=align, base=base, bins=bins, clamp=clamp, constant=constant, domain=domain, domainMax=domainMax, domainMid=domainMid, domainMin=domainMin, domainRaw=domainRaw, exponent=exponent, interpolate=interpolate, nice=nice, padding=padding, paddingInner=paddingInner, paddingOuter=paddingOuter, range=range, rangeMax=rangeMax, rangeMin=rangeMin, reverse=reverse, round=round, scheme=scheme, type=type, zero=zero, **kwds, ) class ScaleBins(VegaLiteSchema): """ScaleBins schema wrapper""" _schema = {"$ref": "#/definitions/ScaleBins"} def __init__(self, *args, **kwds): super(ScaleBins, self).__init__(*args, **kwds) class ScaleBinParams(ScaleBins): """ScaleBinParams schema wrapper Parameters ---------- step : float The step size defining the bin interval width. start : float The starting (lowest-valued) bin boundary. **Default value:** The lowest value of the scale domain will be used. stop : float The stopping (highest-valued) bin boundary. **Default value:** The highest value of the scale domain will be used. """ _schema = {"$ref": "#/definitions/ScaleBinParams"} def __init__( self, step: Union[float, UndefinedType] = Undefined, start: Union[float, UndefinedType] = Undefined, stop: Union[float, UndefinedType] = Undefined, **kwds, ): super(ScaleBinParams, self).__init__(step=step, start=start, stop=stop, **kwds) class ScaleConfig(VegaLiteSchema): """ScaleConfig schema wrapper Parameters ---------- bandPaddingInner : dict, float, :class:`ExprRef` Default inner padding for ``x`` and ``y`` band scales. **Default value:** * ``nestedOffsetPaddingInner`` for x/y scales with nested x/y offset scales. * ``barBandPaddingInner`` for bar marks ( ``0.1`` by default) * ``rectBandPaddingInner`` for rect and other marks ( ``0`` by default) bandPaddingOuter : dict, float, :class:`ExprRef` Default outer padding for ``x`` and ``y`` band scales. **Default value:** ``paddingInner/2`` (which makes *width/height = number of unique values * step* ) bandWithNestedOffsetPaddingInner : dict, float, :class:`ExprRef` Default inner padding for ``x`` and ``y`` band scales with nested ``xOffset`` and ``yOffset`` encoding. **Default value:** ``0.2`` bandWithNestedOffsetPaddingOuter : dict, float, :class:`ExprRef` Default outer padding for ``x`` and ``y`` band scales with nested ``xOffset`` and ``yOffset`` encoding. **Default value:** ``0.2`` barBandPaddingInner : dict, float, :class:`ExprRef` Default inner padding for ``x`` and ``y`` band-ordinal scales of ``"bar"`` marks. **Default value:** ``0.1`` clamp : bool, dict, :class:`ExprRef` If true, values that exceed the data domain are clamped to either the minimum or maximum range value continuousPadding : dict, float, :class:`ExprRef` Default padding for continuous x/y scales. **Default:** The bar width for continuous x-scale of a vertical bar and continuous y-scale of a horizontal bar.; ``0`` otherwise. maxBandSize : float The default max value for mapping quantitative fields to bar's size/bandSize. If undefined (default), we will use the axis's size (width or height) - 1. maxFontSize : float The default max value for mapping quantitative fields to text's size/fontSize. **Default value:** ``40`` maxOpacity : float Default max opacity for mapping a field to opacity. **Default value:** ``0.8`` maxSize : float Default max value for point size scale. maxStrokeWidth : float Default max strokeWidth for the scale of strokeWidth for rule and line marks and of size for trail marks. **Default value:** ``4`` minBandSize : float The default min value for mapping quantitative fields to bar and tick's size/bandSize scale with zero=false. **Default value:** ``2`` minFontSize : float The default min value for mapping quantitative fields to tick's size/fontSize scale with zero=false **Default value:** ``8`` minOpacity : float Default minimum opacity for mapping a field to opacity. **Default value:** ``0.3`` minSize : float Default minimum value for point size scale with zero=false. **Default value:** ``9`` minStrokeWidth : float Default minimum strokeWidth for the scale of strokeWidth for rule and line marks and of size for trail marks with zero=false. **Default value:** ``1`` offsetBandPaddingInner : dict, float, :class:`ExprRef` Default padding inner for xOffset/yOffset's band scales. **Default Value:** ``0`` offsetBandPaddingOuter : dict, float, :class:`ExprRef` Default padding outer for xOffset/yOffset's band scales. **Default Value:** ``0`` pointPadding : dict, float, :class:`ExprRef` Default outer padding for ``x`` and ``y`` point-ordinal scales. **Default value:** ``0.5`` (which makes *width/height = number of unique values * step* ) quantileCount : float Default range cardinality for `quantile `__ scale. **Default value:** ``4`` quantizeCount : float Default range cardinality for `quantize `__ scale. **Default value:** ``4`` rectBandPaddingInner : dict, float, :class:`ExprRef` Default inner padding for ``x`` and ``y`` band-ordinal scales of ``"rect"`` marks. **Default value:** ``0`` round : bool, dict, :class:`ExprRef` If true, rounds numeric output values to integers. This can be helpful for snapping to the pixel grid. (Only available for ``x``, ``y``, and ``size`` scales.) useUnaggregatedDomain : bool Use the source data range before aggregation as scale domain instead of aggregated data for aggregate axis. This is equivalent to setting ``domain`` to ``"unaggregate"`` for aggregated *quantitative* fields by default. This property only works with aggregate functions that produce values within the raw data domain ( ``"mean"``, ``"average"``, ``"median"``, ``"q1"``, ``"q3"``, ``"min"``, ``"max"`` ). For other aggregations that produce values outside of the raw data domain (e.g. ``"count"``, ``"sum"`` ), this property is ignored. **Default value:** ``false`` xReverse : bool, dict, :class:`ExprRef` Reverse x-scale by default (useful for right-to-left charts). zero : bool Default ``scale.zero`` for `continuous `__ scales except for (1) x/y-scales of non-ranged bar or area charts and (2) size scales. **Default value:** ``true`` """ _schema = {"$ref": "#/definitions/ScaleConfig"} def __init__( self, bandPaddingInner: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, bandPaddingOuter: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, bandWithNestedOffsetPaddingInner: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, bandWithNestedOffsetPaddingOuter: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, barBandPaddingInner: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, clamp: Union[bool, dict, "_Parameter", "SchemaBase", UndefinedType] = Undefined, continuousPadding: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, maxBandSize: Union[float, UndefinedType] = Undefined, maxFontSize: Union[float, UndefinedType] = Undefined, maxOpacity: Union[float, UndefinedType] = Undefined, maxSize: Union[float, UndefinedType] = Undefined, maxStrokeWidth: Union[float, UndefinedType] = Undefined, minBandSize: Union[float, UndefinedType] = Undefined, minFontSize: Union[float, UndefinedType] = Undefined, minOpacity: Union[float, UndefinedType] = Undefined, minSize: Union[float, UndefinedType] = Undefined, minStrokeWidth: Union[float, UndefinedType] = Undefined, offsetBandPaddingInner: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, offsetBandPaddingOuter: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, pointPadding: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, quantileCount: Union[float, UndefinedType] = Undefined, quantizeCount: Union[float, UndefinedType] = Undefined, rectBandPaddingInner: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, round: Union[bool, dict, "_Parameter", "SchemaBase", UndefinedType] = Undefined, useUnaggregatedDomain: Union[bool, UndefinedType] = Undefined, xReverse: Union[ bool, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, zero: Union[bool, UndefinedType] = Undefined, **kwds, ): super(ScaleConfig, self).__init__( bandPaddingInner=bandPaddingInner, bandPaddingOuter=bandPaddingOuter, bandWithNestedOffsetPaddingInner=bandWithNestedOffsetPaddingInner, bandWithNestedOffsetPaddingOuter=bandWithNestedOffsetPaddingOuter, barBandPaddingInner=barBandPaddingInner, clamp=clamp, continuousPadding=continuousPadding, maxBandSize=maxBandSize, maxFontSize=maxFontSize, maxOpacity=maxOpacity, maxSize=maxSize, maxStrokeWidth=maxStrokeWidth, minBandSize=minBandSize, minFontSize=minFontSize, minOpacity=minOpacity, minSize=minSize, minStrokeWidth=minStrokeWidth, offsetBandPaddingInner=offsetBandPaddingInner, offsetBandPaddingOuter=offsetBandPaddingOuter, pointPadding=pointPadding, quantileCount=quantileCount, quantizeCount=quantizeCount, rectBandPaddingInner=rectBandPaddingInner, round=round, useUnaggregatedDomain=useUnaggregatedDomain, xReverse=xReverse, zero=zero, **kwds, ) class ScaleDatumDef(OffsetDef): """ScaleDatumDef schema wrapper Parameters ---------- bandPosition : float Relative position on a band of a stacked, binned, time unit, or band scale. For example, the marks will be positioned at the beginning of the band if set to ``0``, and at the middle of the band if set to ``0.5``. datum : str, bool, dict, None, float, :class:`ExprRef`, :class:`DateTime`, :class:`RepeatRef`, :class:`PrimitiveValue` A constant value in data domain. scale : dict, None, :class:`Scale` An object defining properties of the channel's scale, which is the function that transforms values in the data domain (numbers, dates, strings, etc) to visual values (pixels, colors, sizes) of the encoding channels. If ``null``, the scale will be `disabled and the data value will be directly encoded `__. **Default value:** If undefined, default `scale properties `__ are applied. **See also:** `scale `__ documentation. title : str, None, :class:`Text`, Sequence[str] A title for the field. If ``null``, the title will be removed. **Default value:** derived from the field's name and transformation function ( ``aggregate``, ``bin`` and ``timeUnit`` ). If the field has an aggregate function, the function is displayed as part of the title (e.g., ``"Sum of Profit"`` ). If the field is binned or has a time unit applied, the applied function is shown in parentheses (e.g., ``"Profit (binned)"``, ``"Transaction Date (year-month)"`` ). Otherwise, the title is simply the field name. **Notes** : 1) You can customize the default field title format by providing the `fieldTitle `__ property in the `config `__ or `fieldTitle function via the compile function's options `__. 2) If both field definition's ``title`` and axis, header, or legend ``title`` are defined, axis/header/legend title will be used. type : :class:`Type`, Literal['quantitative', 'ordinal', 'temporal', 'nominal', 'geojson'] The type of measurement ( ``"quantitative"``, ``"temporal"``, ``"ordinal"``, or ``"nominal"`` ) for the encoded field or constant value ( ``datum`` ). It can also be a ``"geojson"`` type for encoding `'geoshape' `__. Vega-Lite automatically infers data types in many cases as discussed below. However, type is required for a field if: (1) the field is not nominal and the field encoding has no specified ``aggregate`` (except ``argmin`` and ``argmax`` ), ``bin``, scale type, custom ``sort`` order, nor ``timeUnit`` or (2) if you wish to use an ordinal scale for a field with ``bin`` or ``timeUnit``. **Default value:** 1) For a data ``field``, ``"nominal"`` is the default data type unless the field encoding has ``aggregate``, ``channel``, ``bin``, scale type, ``sort``, or ``timeUnit`` that satisfies the following criteria: * ``"quantitative"`` is the default type if (1) the encoded field contains ``bin`` or ``aggregate`` except ``"argmin"`` and ``"argmax"``, (2) the encoding channel is ``latitude`` or ``longitude`` channel or (3) if the specified scale type is `a quantitative scale `__. * ``"temporal"`` is the default type if (1) the encoded field contains ``timeUnit`` or (2) the specified scale type is a time or utc scale * ``"ordinal"`` is the default type if (1) the encoded field contains a `custom sort order `__, (2) the specified scale type is an ordinal/point/band scale, or (3) the encoding channel is ``order``. 2) For a constant value in data domain ( ``datum`` ): * ``"quantitative"`` if the datum is a number * ``"nominal"`` if the datum is a string * ``"temporal"`` if the datum is `a date time object `__ **Note:** * Data ``type`` describes the semantics of the data rather than the primitive data types (number, string, etc.). The same primitive data type can have different types of measurement. For example, numeric data can represent quantitative, ordinal, or nominal data. * Data values for a temporal field can be either a date-time string (e.g., ``"2015-03-07 12:32:17"``, ``"17:01"``, ``"2015-03-16"``. ``"2015"`` ) or a timestamp number (e.g., ``1552199579097`` ). * When using with `bin `__, the ``type`` property can be either ``"quantitative"`` (for using a linear bin scale) or `"ordinal" (for using an ordinal bin scale) `__. * When using with `timeUnit `__, the ``type`` property can be either ``"temporal"`` (default, for using a temporal scale) or `"ordinal" (for using an ordinal scale) `__. * When using with `aggregate `__, the ``type`` property refers to the post-aggregation data type. For example, we can calculate count ``distinct`` of a categorical field ``"cat"`` using ``{"aggregate": "distinct", "field": "cat"}``. The ``"type"`` of the aggregate output is ``"quantitative"``. * Secondary channels (e.g., ``x2``, ``y2``, ``xError``, ``yError`` ) do not have ``type`` as they must have exactly the same type as their primary channels (e.g., ``x``, ``y`` ). **See also:** `type `__ documentation. """ _schema = {"$ref": "#/definitions/ScaleDatumDef"} def __init__( self, bandPosition: Union[float, UndefinedType] = Undefined, datum: Union[ str, bool, dict, None, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, scale: Union[dict, None, "SchemaBase", UndefinedType] = Undefined, title: Union[str, None, "SchemaBase", Sequence[str], UndefinedType] = Undefined, type: Union[ "SchemaBase", Literal["quantitative", "ordinal", "temporal", "nominal", "geojson"], UndefinedType, ] = Undefined, **kwds, ): super(ScaleDatumDef, self).__init__( bandPosition=bandPosition, datum=datum, scale=scale, title=title, type=type, **kwds, ) class ScaleFieldDef(OffsetDef): """ScaleFieldDef schema wrapper Parameters ---------- shorthand : str, dict, Sequence[str], :class:`RepeatRef` shorthand for field, aggregate, and type aggregate : dict, :class:`Aggregate`, :class:`ArgmaxDef`, :class:`ArgminDef`, :class:`NonArgAggregateOp`, Literal['average', 'count', 'distinct', 'max', 'mean', 'median', 'min', 'missing', 'product', 'q1', 'q3', 'ci0', 'ci1', 'stderr', 'stdev', 'stdevp', 'sum', 'valid', 'values', 'variance', 'variancep', 'exponential', 'exponentialb'] Aggregation function for the field (e.g., ``"mean"``, ``"sum"``, ``"median"``, ``"min"``, ``"max"``, ``"count"`` ). **Default value:** ``undefined`` (None) **See also:** `aggregate `__ documentation. bandPosition : float Relative position on a band of a stacked, binned, time unit, or band scale. For example, the marks will be positioned at the beginning of the band if set to ``0``, and at the middle of the band if set to ``0.5``. bin : bool, dict, None, :class:`BinParams` A flag for binning a ``quantitative`` field, `an object defining binning parameters `__, or indicating that the data for ``x`` or ``y`` channel are binned before they are imported into Vega-Lite ( ``"binned"`` ). If ``true``, default `binning parameters `__ will be applied. If ``"binned"``, this indicates that the data for the ``x`` (or ``y`` ) channel are already binned. You can map the bin-start field to ``x`` (or ``y`` ) and the bin-end field to ``x2`` (or ``y2`` ). The scale and axis will be formatted similar to binning in Vega-Lite. To adjust the axis ticks based on the bin step, you can also set the axis's `tickMinStep `__ property. **Default value:** ``false`` **See also:** `bin `__ documentation. field : str, dict, :class:`Field`, :class:`FieldName`, :class:`RepeatRef` **Required.** A string defining the name of the field from which to pull a data value or an object defining iterated values from the `repeat `__ operator. **See also:** `field `__ documentation. **Notes:** 1) Dots ( ``.`` ) and brackets ( ``[`` and ``]`` ) can be used to access nested objects (e.g., ``"field": "foo.bar"`` and ``"field": "foo['bar']"`` ). If field names contain dots or brackets but are not nested, you can use ``\\`` to escape dots and brackets (e.g., ``"a\\.b"`` and ``"a\\[0\\]"`` ). See more details about escaping in the `field documentation `__. 2) ``field`` is not required if ``aggregate`` is ``count``. scale : dict, None, :class:`Scale` An object defining properties of the channel's scale, which is the function that transforms values in the data domain (numbers, dates, strings, etc) to visual values (pixels, colors, sizes) of the encoding channels. If ``null``, the scale will be `disabled and the data value will be directly encoded `__. **Default value:** If undefined, default `scale properties `__ are applied. **See also:** `scale `__ documentation. sort : dict, None, :class:`Sort`, Sequence[str], Sequence[bool], Sequence[float], :class:`SortArray`, :class:`SortOrder`, :class:`AllSortString`, :class:`SortByChannel`, :class:`SortByEncoding`, :class:`EncodingSortField`, :class:`SortByChannelDesc`, Sequence[dict, :class:`DateTime`], Literal['ascending', 'descending'], Literal['x', 'y', 'color', 'fill', 'stroke', 'strokeWidth', 'size', 'shape', 'fillOpacity', 'strokeOpacity', 'opacity', 'text'], Literal['-x', '-y', '-color', '-fill', '-stroke', '-strokeWidth', '-size', '-shape', '-fillOpacity', '-strokeOpacity', '-opacity', '-text'] Sort order for the encoded field. For continuous fields (quantitative or temporal), ``sort`` can be either ``"ascending"`` or ``"descending"``. For discrete fields, ``sort`` can be one of the following: * ``"ascending"`` or ``"descending"`` -- for sorting by the values' natural order in JavaScript. * `A string indicating an encoding channel name to sort by `__ (e.g., ``"x"`` or ``"y"`` ) with an optional minus prefix for descending sort (e.g., ``"-x"`` to sort by x-field, descending). This channel string is short-form of `a sort-by-encoding definition `__. For example, ``"sort": "-x"`` is equivalent to ``"sort": {"encoding": "x", "order": "descending"}``. * `A sort field definition `__ for sorting by another field. * `An array specifying the field values in preferred order `__. In this case, the sort order will obey the values in the array, followed by any unspecified values in their original order. For discrete time field, values in the sort array can be `date-time definition objects `__. In addition, for time units ``"month"`` and ``"day"``, the values can be the month or day names (case insensitive) or their 3-letter initials (e.g., ``"Mon"``, ``"Tue"`` ). * ``null`` indicating no sort. **Default value:** ``"ascending"`` **Note:** ``null`` and sorting by another channel is not supported for ``row`` and ``column``. **See also:** `sort `__ documentation. timeUnit : dict, :class:`TimeUnit`, :class:`MultiTimeUnit`, :class:`BinnedTimeUnit`, :class:`SingleTimeUnit`, :class:`TimeUnitParams`, :class:`UtcMultiTimeUnit`, :class:`UtcSingleTimeUnit`, :class:`LocalMultiTimeUnit`, :class:`LocalSingleTimeUnit`, Literal['year', 'quarter', 'month', 'week', 'day', 'dayofyear', 'date', 'hours', 'minutes', 'seconds', 'milliseconds'], Literal['utcyear', 'utcquarter', 'utcmonth', 'utcweek', 'utcday', 'utcdayofyear', 'utcdate', 'utchours', 'utcminutes', 'utcseconds', 'utcmilliseconds'], Literal['binnedyear', 'binnedyearquarter', 'binnedyearquartermonth', 'binnedyearmonth', 'binnedyearmonthdate', 'binnedyearmonthdatehours', 'binnedyearmonthdatehoursminutes', 'binnedyearmonthdatehoursminutesseconds', 'binnedyearweek', 'binnedyearweekday', 'binnedyearweekdayhours', 'binnedyearweekdayhoursminutes', 'binnedyearweekdayhoursminutesseconds', 'binnedyeardayofyear'], Literal['binnedutcyear', 'binnedutcyearquarter', 'binnedutcyearquartermonth', 'binnedutcyearmonth', 'binnedutcyearmonthdate', 'binnedutcyearmonthdatehours', 'binnedutcyearmonthdatehoursminutes', 'binnedutcyearmonthdatehoursminutesseconds', 'binnedutcyearweek', 'binnedutcyearweekday', 'binnedutcyearweekdayhours', 'binnedutcyearweekdayhoursminutes', 'binnedutcyearweekdayhoursminutesseconds', 'binnedutcyeardayofyear'], Literal['yearquarter', 'yearquartermonth', 'yearmonth', 'yearmonthdate', 'yearmonthdatehours', 'yearmonthdatehoursminutes', 'yearmonthdatehoursminutesseconds', 'yearweek', 'yearweekday', 'yearweekdayhours', 'yearweekdayhoursminutes', 'yearweekdayhoursminutesseconds', 'yeardayofyear', 'quartermonth', 'monthdate', 'monthdatehours', 'monthdatehoursminutes', 'monthdatehoursminutesseconds', 'weekday', 'weekdayhours', 'weekdayhoursminutes', 'weekdayhoursminutesseconds', 'dayhours', 'dayhoursminutes', 'dayhoursminutesseconds', 'hoursminutes', 'hoursminutesseconds', 'minutesseconds', 'secondsmilliseconds'], Literal['utcyearquarter', 'utcyearquartermonth', 'utcyearmonth', 'utcyearmonthdate', 'utcyearmonthdatehours', 'utcyearmonthdatehoursminutes', 'utcyearmonthdatehoursminutesseconds', 'utcyearweek', 'utcyearweekday', 'utcyearweekdayhours', 'utcyearweekdayhoursminutes', 'utcyearweekdayhoursminutesseconds', 'utcyeardayofyear', 'utcquartermonth', 'utcmonthdate', 'utcmonthdatehours', 'utcmonthdatehoursminutes', 'utcmonthdatehoursminutesseconds', 'utcweekday', 'utcweeksdayhours', 'utcweekdayhoursminutes', 'utcweekdayhoursminutesseconds', 'utcdayhours', 'utcdayhoursminutes', 'utcdayhoursminutesseconds', 'utchoursminutes', 'utchoursminutesseconds', 'utcminutesseconds', 'utcsecondsmilliseconds'] Time unit (e.g., ``year``, ``yearmonth``, ``month``, ``hours`` ) for a temporal field. or `a temporal field that gets casted as ordinal `__. **Default value:** ``undefined`` (None) **See also:** `timeUnit `__ documentation. title : str, None, :class:`Text`, Sequence[str] A title for the field. If ``null``, the title will be removed. **Default value:** derived from the field's name and transformation function ( ``aggregate``, ``bin`` and ``timeUnit`` ). If the field has an aggregate function, the function is displayed as part of the title (e.g., ``"Sum of Profit"`` ). If the field is binned or has a time unit applied, the applied function is shown in parentheses (e.g., ``"Profit (binned)"``, ``"Transaction Date (year-month)"`` ). Otherwise, the title is simply the field name. **Notes** : 1) You can customize the default field title format by providing the `fieldTitle `__ property in the `config `__ or `fieldTitle function via the compile function's options `__. 2) If both field definition's ``title`` and axis, header, or legend ``title`` are defined, axis/header/legend title will be used. type : :class:`StandardType`, Literal['quantitative', 'ordinal', 'temporal', 'nominal'] The type of measurement ( ``"quantitative"``, ``"temporal"``, ``"ordinal"``, or ``"nominal"`` ) for the encoded field or constant value ( ``datum`` ). It can also be a ``"geojson"`` type for encoding `'geoshape' `__. Vega-Lite automatically infers data types in many cases as discussed below. However, type is required for a field if: (1) the field is not nominal and the field encoding has no specified ``aggregate`` (except ``argmin`` and ``argmax`` ), ``bin``, scale type, custom ``sort`` order, nor ``timeUnit`` or (2) if you wish to use an ordinal scale for a field with ``bin`` or ``timeUnit``. **Default value:** 1) For a data ``field``, ``"nominal"`` is the default data type unless the field encoding has ``aggregate``, ``channel``, ``bin``, scale type, ``sort``, or ``timeUnit`` that satisfies the following criteria: * ``"quantitative"`` is the default type if (1) the encoded field contains ``bin`` or ``aggregate`` except ``"argmin"`` and ``"argmax"``, (2) the encoding channel is ``latitude`` or ``longitude`` channel or (3) if the specified scale type is `a quantitative scale `__. * ``"temporal"`` is the default type if (1) the encoded field contains ``timeUnit`` or (2) the specified scale type is a time or utc scale * ``"ordinal"`` is the default type if (1) the encoded field contains a `custom sort order `__, (2) the specified scale type is an ordinal/point/band scale, or (3) the encoding channel is ``order``. 2) For a constant value in data domain ( ``datum`` ): * ``"quantitative"`` if the datum is a number * ``"nominal"`` if the datum is a string * ``"temporal"`` if the datum is `a date time object `__ **Note:** * Data ``type`` describes the semantics of the data rather than the primitive data types (number, string, etc.). The same primitive data type can have different types of measurement. For example, numeric data can represent quantitative, ordinal, or nominal data. * Data values for a temporal field can be either a date-time string (e.g., ``"2015-03-07 12:32:17"``, ``"17:01"``, ``"2015-03-16"``. ``"2015"`` ) or a timestamp number (e.g., ``1552199579097`` ). * When using with `bin `__, the ``type`` property can be either ``"quantitative"`` (for using a linear bin scale) or `"ordinal" (for using an ordinal bin scale) `__. * When using with `timeUnit `__, the ``type`` property can be either ``"temporal"`` (default, for using a temporal scale) or `"ordinal" (for using an ordinal scale) `__. * When using with `aggregate `__, the ``type`` property refers to the post-aggregation data type. For example, we can calculate count ``distinct`` of a categorical field ``"cat"`` using ``{"aggregate": "distinct", "field": "cat"}``. The ``"type"`` of the aggregate output is ``"quantitative"``. * Secondary channels (e.g., ``x2``, ``y2``, ``xError``, ``yError`` ) do not have ``type`` as they must have exactly the same type as their primary channels (e.g., ``x``, ``y`` ). **See also:** `type `__ documentation. """ _schema = {"$ref": "#/definitions/ScaleFieldDef"} def __init__( self, shorthand: Union[ str, dict, "SchemaBase", Sequence[str], UndefinedType ] = Undefined, aggregate: Union[ dict, "SchemaBase", Literal[ "average", "count", "distinct", "max", "mean", "median", "min", "missing", "product", "q1", "q3", "ci0", "ci1", "stderr", "stdev", "stdevp", "sum", "valid", "values", "variance", "variancep", "exponential", "exponentialb", ], UndefinedType, ] = Undefined, bandPosition: Union[float, UndefinedType] = Undefined, bin: Union[bool, dict, None, "SchemaBase", UndefinedType] = Undefined, field: Union[str, dict, "SchemaBase", UndefinedType] = Undefined, scale: Union[dict, None, "SchemaBase", UndefinedType] = Undefined, sort: Union[ dict, None, "SchemaBase", Sequence[str], Sequence[bool], Sequence[float], Literal["ascending", "descending"], Sequence[Union[dict, "SchemaBase"]], Literal[ "x", "y", "color", "fill", "stroke", "strokeWidth", "size", "shape", "fillOpacity", "strokeOpacity", "opacity", "text", ], Literal[ "-x", "-y", "-color", "-fill", "-stroke", "-strokeWidth", "-size", "-shape", "-fillOpacity", "-strokeOpacity", "-opacity", "-text", ], UndefinedType, ] = Undefined, timeUnit: Union[ dict, "SchemaBase", Literal[ "year", "quarter", "month", "week", "day", "dayofyear", "date", "hours", "minutes", "seconds", "milliseconds", ], Literal[ "utcyear", "utcquarter", "utcmonth", "utcweek", "utcday", "utcdayofyear", "utcdate", "utchours", "utcminutes", "utcseconds", "utcmilliseconds", ], Literal[ "binnedyear", "binnedyearquarter", "binnedyearquartermonth", "binnedyearmonth", "binnedyearmonthdate", "binnedyearmonthdatehours", "binnedyearmonthdatehoursminutes", "binnedyearmonthdatehoursminutesseconds", "binnedyearweek", "binnedyearweekday", "binnedyearweekdayhours", "binnedyearweekdayhoursminutes", "binnedyearweekdayhoursminutesseconds", "binnedyeardayofyear", ], Literal[ "binnedutcyear", "binnedutcyearquarter", "binnedutcyearquartermonth", "binnedutcyearmonth", "binnedutcyearmonthdate", "binnedutcyearmonthdatehours", "binnedutcyearmonthdatehoursminutes", "binnedutcyearmonthdatehoursminutesseconds", "binnedutcyearweek", "binnedutcyearweekday", "binnedutcyearweekdayhours", "binnedutcyearweekdayhoursminutes", "binnedutcyearweekdayhoursminutesseconds", "binnedutcyeardayofyear", ], Literal[ "yearquarter", "yearquartermonth", "yearmonth", "yearmonthdate", "yearmonthdatehours", "yearmonthdatehoursminutes", "yearmonthdatehoursminutesseconds", "yearweek", "yearweekday", "yearweekdayhours", "yearweekdayhoursminutes", "yearweekdayhoursminutesseconds", "yeardayofyear", "quartermonth", "monthdate", "monthdatehours", "monthdatehoursminutes", "monthdatehoursminutesseconds", "weekday", "weekdayhours", "weekdayhoursminutes", "weekdayhoursminutesseconds", "dayhours", "dayhoursminutes", "dayhoursminutesseconds", "hoursminutes", "hoursminutesseconds", "minutesseconds", "secondsmilliseconds", ], Literal[ "utcyearquarter", "utcyearquartermonth", "utcyearmonth", "utcyearmonthdate", "utcyearmonthdatehours", "utcyearmonthdatehoursminutes", "utcyearmonthdatehoursminutesseconds", "utcyearweek", "utcyearweekday", "utcyearweekdayhours", "utcyearweekdayhoursminutes", "utcyearweekdayhoursminutesseconds", "utcyeardayofyear", "utcquartermonth", "utcmonthdate", "utcmonthdatehours", "utcmonthdatehoursminutes", "utcmonthdatehoursminutesseconds", "utcweekday", "utcweeksdayhours", "utcweekdayhoursminutes", "utcweekdayhoursminutesseconds", "utcdayhours", "utcdayhoursminutes", "utcdayhoursminutesseconds", "utchoursminutes", "utchoursminutesseconds", "utcminutesseconds", "utcsecondsmilliseconds", ], UndefinedType, ] = Undefined, title: Union[str, None, "SchemaBase", Sequence[str], UndefinedType] = Undefined, type: Union[ "SchemaBase", Literal["quantitative", "ordinal", "temporal", "nominal"], UndefinedType, ] = Undefined, **kwds, ): super(ScaleFieldDef, self).__init__( shorthand=shorthand, aggregate=aggregate, bandPosition=bandPosition, bin=bin, field=field, scale=scale, sort=sort, timeUnit=timeUnit, title=title, type=type, **kwds, ) class ScaleInterpolateEnum(VegaLiteSchema): """ScaleInterpolateEnum schema wrapper""" _schema = {"$ref": "#/definitions/ScaleInterpolateEnum"} def __init__(self, *args): super(ScaleInterpolateEnum, self).__init__(*args) class ScaleInterpolateParams(VegaLiteSchema): """ScaleInterpolateParams schema wrapper Parameters ---------- type : Literal['rgb', 'cubehelix', 'cubehelix-long'] gamma : float """ _schema = {"$ref": "#/definitions/ScaleInterpolateParams"} def __init__( self, type: Union[ Literal["rgb", "cubehelix", "cubehelix-long"], UndefinedType ] = Undefined, gamma: Union[float, UndefinedType] = Undefined, **kwds, ): super(ScaleInterpolateParams, self).__init__(type=type, gamma=gamma, **kwds) class ScaleResolveMap(VegaLiteSchema): """ScaleResolveMap schema wrapper Parameters ---------- angle : :class:`ResolveMode`, Literal['independent', 'shared'] color : :class:`ResolveMode`, Literal['independent', 'shared'] fill : :class:`ResolveMode`, Literal['independent', 'shared'] fillOpacity : :class:`ResolveMode`, Literal['independent', 'shared'] opacity : :class:`ResolveMode`, Literal['independent', 'shared'] radius : :class:`ResolveMode`, Literal['independent', 'shared'] shape : :class:`ResolveMode`, Literal['independent', 'shared'] size : :class:`ResolveMode`, Literal['independent', 'shared'] stroke : :class:`ResolveMode`, Literal['independent', 'shared'] strokeDash : :class:`ResolveMode`, Literal['independent', 'shared'] strokeOpacity : :class:`ResolveMode`, Literal['independent', 'shared'] strokeWidth : :class:`ResolveMode`, Literal['independent', 'shared'] theta : :class:`ResolveMode`, Literal['independent', 'shared'] x : :class:`ResolveMode`, Literal['independent', 'shared'] xOffset : :class:`ResolveMode`, Literal['independent', 'shared'] y : :class:`ResolveMode`, Literal['independent', 'shared'] yOffset : :class:`ResolveMode`, Literal['independent', 'shared'] """ _schema = {"$ref": "#/definitions/ScaleResolveMap"} def __init__( self, angle: Union[ "SchemaBase", Literal["independent", "shared"], UndefinedType ] = Undefined, color: Union[ "SchemaBase", Literal["independent", "shared"], UndefinedType ] = Undefined, fill: Union[ "SchemaBase", Literal["independent", "shared"], UndefinedType ] = Undefined, fillOpacity: Union[ "SchemaBase", Literal["independent", "shared"], UndefinedType ] = Undefined, opacity: Union[ "SchemaBase", Literal["independent", "shared"], UndefinedType ] = Undefined, radius: Union[ "SchemaBase", Literal["independent", "shared"], UndefinedType ] = Undefined, shape: Union[ "SchemaBase", Literal["independent", "shared"], UndefinedType ] = Undefined, size: Union[ "SchemaBase", Literal["independent", "shared"], UndefinedType ] = Undefined, stroke: Union[ "SchemaBase", Literal["independent", "shared"], UndefinedType ] = Undefined, strokeDash: Union[ "SchemaBase", Literal["independent", "shared"], UndefinedType ] = Undefined, strokeOpacity: Union[ "SchemaBase", Literal["independent", "shared"], UndefinedType ] = Undefined, strokeWidth: Union[ "SchemaBase", Literal["independent", "shared"], UndefinedType ] = Undefined, theta: Union[ "SchemaBase", Literal["independent", "shared"], UndefinedType ] = Undefined, x: Union[ "SchemaBase", Literal["independent", "shared"], UndefinedType ] = Undefined, xOffset: Union[ "SchemaBase", Literal["independent", "shared"], UndefinedType ] = Undefined, y: Union[ "SchemaBase", Literal["independent", "shared"], UndefinedType ] = Undefined, yOffset: Union[ "SchemaBase", Literal["independent", "shared"], UndefinedType ] = Undefined, **kwds, ): super(ScaleResolveMap, self).__init__( angle=angle, color=color, fill=fill, fillOpacity=fillOpacity, opacity=opacity, radius=radius, shape=shape, size=size, stroke=stroke, strokeDash=strokeDash, strokeOpacity=strokeOpacity, strokeWidth=strokeWidth, theta=theta, x=x, xOffset=xOffset, y=y, yOffset=yOffset, **kwds, ) class ScaleType(VegaLiteSchema): """ScaleType schema wrapper""" _schema = {"$ref": "#/definitions/ScaleType"} def __init__(self, *args): super(ScaleType, self).__init__(*args) class SchemeParams(VegaLiteSchema): """SchemeParams schema wrapper Parameters ---------- name : :class:`Cyclical`, :class:`Diverging`, :class:`Categorical`, :class:`ColorScheme`, :class:`SequentialMultiHue`, :class:`SequentialSingleHue`, Literal['rainbow', 'sinebow'], Literal['blues', 'tealblues', 'teals', 'greens', 'browns', 'greys', 'purples', 'warmgreys', 'reds', 'oranges'], Literal['accent', 'category10', 'category20', 'category20b', 'category20c', 'dark2', 'paired', 'pastel1', 'pastel2', 'set1', 'set2', 'set3', 'tableau10', 'tableau20'], Literal['blueorange', 'blueorange-3', 'blueorange-4', 'blueorange-5', 'blueorange-6', 'blueorange-7', 'blueorange-8', 'blueorange-9', 'blueorange-10', 'blueorange-11', 'brownbluegreen', 'brownbluegreen-3', 'brownbluegreen-4', 'brownbluegreen-5', 'brownbluegreen-6', 'brownbluegreen-7', 'brownbluegreen-8', 'brownbluegreen-9', 'brownbluegreen-10', 'brownbluegreen-11', 'purplegreen', 'purplegreen-3', 'purplegreen-4', 'purplegreen-5', 'purplegreen-6', 'purplegreen-7', 'purplegreen-8', 'purplegreen-9', 'purplegreen-10', 'purplegreen-11', 'pinkyellowgreen', 'pinkyellowgreen-3', 'pinkyellowgreen-4', 'pinkyellowgreen-5', 'pinkyellowgreen-6', 'pinkyellowgreen-7', 'pinkyellowgreen-8', 'pinkyellowgreen-9', 'pinkyellowgreen-10', 'pinkyellowgreen-11', 'purpleorange', 'purpleorange-3', 'purpleorange-4', 'purpleorange-5', 'purpleorange-6', 'purpleorange-7', 'purpleorange-8', 'purpleorange-9', 'purpleorange-10', 'purpleorange-11', 'redblue', 'redblue-3', 'redblue-4', 'redblue-5', 'redblue-6', 'redblue-7', 'redblue-8', 'redblue-9', 'redblue-10', 'redblue-11', 'redgrey', 'redgrey-3', 'redgrey-4', 'redgrey-5', 'redgrey-6', 'redgrey-7', 'redgrey-8', 'redgrey-9', 'redgrey-10', 'redgrey-11', 'redyellowblue', 'redyellowblue-3', 'redyellowblue-4', 'redyellowblue-5', 'redyellowblue-6', 'redyellowblue-7', 'redyellowblue-8', 'redyellowblue-9', 'redyellowblue-10', 'redyellowblue-11', 'redyellowgreen', 'redyellowgreen-3', 'redyellowgreen-4', 'redyellowgreen-5', 'redyellowgreen-6', 'redyellowgreen-7', 'redyellowgreen-8', 'redyellowgreen-9', 'redyellowgreen-10', 'redyellowgreen-11', 'spectral', 'spectral-3', 'spectral-4', 'spectral-5', 'spectral-6', 'spectral-7', 'spectral-8', 'spectral-9', 'spectral-10', 'spectral-11'], Literal['turbo', 'viridis', 'inferno', 'magma', 'plasma', 'cividis', 'bluegreen', 'bluegreen-3', 'bluegreen-4', 'bluegreen-5', 'bluegreen-6', 'bluegreen-7', 'bluegreen-8', 'bluegreen-9', 'bluepurple', 'bluepurple-3', 'bluepurple-4', 'bluepurple-5', 'bluepurple-6', 'bluepurple-7', 'bluepurple-8', 'bluepurple-9', 'goldgreen', 'goldgreen-3', 'goldgreen-4', 'goldgreen-5', 'goldgreen-6', 'goldgreen-7', 'goldgreen-8', 'goldgreen-9', 'goldorange', 'goldorange-3', 'goldorange-4', 'goldorange-5', 'goldorange-6', 'goldorange-7', 'goldorange-8', 'goldorange-9', 'goldred', 'goldred-3', 'goldred-4', 'goldred-5', 'goldred-6', 'goldred-7', 'goldred-8', 'goldred-9', 'greenblue', 'greenblue-3', 'greenblue-4', 'greenblue-5', 'greenblue-6', 'greenblue-7', 'greenblue-8', 'greenblue-9', 'orangered', 'orangered-3', 'orangered-4', 'orangered-5', 'orangered-6', 'orangered-7', 'orangered-8', 'orangered-9', 'purplebluegreen', 'purplebluegreen-3', 'purplebluegreen-4', 'purplebluegreen-5', 'purplebluegreen-6', 'purplebluegreen-7', 'purplebluegreen-8', 'purplebluegreen-9', 'purpleblue', 'purpleblue-3', 'purpleblue-4', 'purpleblue-5', 'purpleblue-6', 'purpleblue-7', 'purpleblue-8', 'purpleblue-9', 'purplered', 'purplered-3', 'purplered-4', 'purplered-5', 'purplered-6', 'purplered-7', 'purplered-8', 'purplered-9', 'redpurple', 'redpurple-3', 'redpurple-4', 'redpurple-5', 'redpurple-6', 'redpurple-7', 'redpurple-8', 'redpurple-9', 'yellowgreenblue', 'yellowgreenblue-3', 'yellowgreenblue-4', 'yellowgreenblue-5', 'yellowgreenblue-6', 'yellowgreenblue-7', 'yellowgreenblue-8', 'yellowgreenblue-9', 'yellowgreen', 'yellowgreen-3', 'yellowgreen-4', 'yellowgreen-5', 'yellowgreen-6', 'yellowgreen-7', 'yellowgreen-8', 'yellowgreen-9', 'yelloworangebrown', 'yelloworangebrown-3', 'yelloworangebrown-4', 'yelloworangebrown-5', 'yelloworangebrown-6', 'yelloworangebrown-7', 'yelloworangebrown-8', 'yelloworangebrown-9', 'yelloworangered', 'yelloworangered-3', 'yelloworangered-4', 'yelloworangered-5', 'yelloworangered-6', 'yelloworangered-7', 'yelloworangered-8', 'yelloworangered-9', 'darkblue', 'darkblue-3', 'darkblue-4', 'darkblue-5', 'darkblue-6', 'darkblue-7', 'darkblue-8', 'darkblue-9', 'darkgold', 'darkgold-3', 'darkgold-4', 'darkgold-5', 'darkgold-6', 'darkgold-7', 'darkgold-8', 'darkgold-9', 'darkgreen', 'darkgreen-3', 'darkgreen-4', 'darkgreen-5', 'darkgreen-6', 'darkgreen-7', 'darkgreen-8', 'darkgreen-9', 'darkmulti', 'darkmulti-3', 'darkmulti-4', 'darkmulti-5', 'darkmulti-6', 'darkmulti-7', 'darkmulti-8', 'darkmulti-9', 'darkred', 'darkred-3', 'darkred-4', 'darkred-5', 'darkred-6', 'darkred-7', 'darkred-8', 'darkred-9', 'lightgreyred', 'lightgreyred-3', 'lightgreyred-4', 'lightgreyred-5', 'lightgreyred-6', 'lightgreyred-7', 'lightgreyred-8', 'lightgreyred-9', 'lightgreyteal', 'lightgreyteal-3', 'lightgreyteal-4', 'lightgreyteal-5', 'lightgreyteal-6', 'lightgreyteal-7', 'lightgreyteal-8', 'lightgreyteal-9', 'lightmulti', 'lightmulti-3', 'lightmulti-4', 'lightmulti-5', 'lightmulti-6', 'lightmulti-7', 'lightmulti-8', 'lightmulti-9', 'lightorange', 'lightorange-3', 'lightorange-4', 'lightorange-5', 'lightorange-6', 'lightorange-7', 'lightorange-8', 'lightorange-9', 'lighttealblue', 'lighttealblue-3', 'lighttealblue-4', 'lighttealblue-5', 'lighttealblue-6', 'lighttealblue-7', 'lighttealblue-8', 'lighttealblue-9'] A color scheme name for ordinal scales (e.g., ``"category10"`` or ``"blues"`` ). For the full list of supported schemes, please refer to the `Vega Scheme `__ reference. count : float The number of colors to use in the scheme. This can be useful for scale types such as ``"quantize"``, which use the length of the scale range to determine the number of discrete bins for the scale domain. extent : Sequence[float] The extent of the color range to use. For example ``[0.2, 1]`` will rescale the color scheme such that color values in the range *[0, 0.2)* are excluded from the scheme. """ _schema = {"$ref": "#/definitions/SchemeParams"} def __init__( self, name: Union[ "SchemaBase", Literal["rainbow", "sinebow"], Literal[ "blues", "tealblues", "teals", "greens", "browns", "greys", "purples", "warmgreys", "reds", "oranges", ], Literal[ "accent", "category10", "category20", "category20b", "category20c", "dark2", "paired", "pastel1", "pastel2", "set1", "set2", "set3", "tableau10", "tableau20", ], Literal[ "blueorange", "blueorange-3", "blueorange-4", "blueorange-5", "blueorange-6", "blueorange-7", "blueorange-8", "blueorange-9", "blueorange-10", "blueorange-11", "brownbluegreen", "brownbluegreen-3", "brownbluegreen-4", "brownbluegreen-5", "brownbluegreen-6", "brownbluegreen-7", "brownbluegreen-8", "brownbluegreen-9", "brownbluegreen-10", "brownbluegreen-11", "purplegreen", "purplegreen-3", "purplegreen-4", "purplegreen-5", "purplegreen-6", "purplegreen-7", "purplegreen-8", "purplegreen-9", "purplegreen-10", "purplegreen-11", "pinkyellowgreen", "pinkyellowgreen-3", "pinkyellowgreen-4", "pinkyellowgreen-5", "pinkyellowgreen-6", "pinkyellowgreen-7", "pinkyellowgreen-8", "pinkyellowgreen-9", "pinkyellowgreen-10", "pinkyellowgreen-11", "purpleorange", "purpleorange-3", "purpleorange-4", "purpleorange-5", "purpleorange-6", "purpleorange-7", "purpleorange-8", "purpleorange-9", "purpleorange-10", "purpleorange-11", "redblue", "redblue-3", "redblue-4", "redblue-5", "redblue-6", "redblue-7", "redblue-8", "redblue-9", "redblue-10", "redblue-11", "redgrey", "redgrey-3", "redgrey-4", "redgrey-5", "redgrey-6", "redgrey-7", "redgrey-8", "redgrey-9", "redgrey-10", "redgrey-11", "redyellowblue", "redyellowblue-3", "redyellowblue-4", "redyellowblue-5", "redyellowblue-6", "redyellowblue-7", "redyellowblue-8", "redyellowblue-9", "redyellowblue-10", "redyellowblue-11", "redyellowgreen", "redyellowgreen-3", "redyellowgreen-4", "redyellowgreen-5", "redyellowgreen-6", "redyellowgreen-7", "redyellowgreen-8", "redyellowgreen-9", "redyellowgreen-10", "redyellowgreen-11", "spectral", "spectral-3", "spectral-4", "spectral-5", "spectral-6", "spectral-7", "spectral-8", "spectral-9", "spectral-10", "spectral-11", ], Literal[ "turbo", "viridis", "inferno", "magma", "plasma", "cividis", "bluegreen", "bluegreen-3", "bluegreen-4", "bluegreen-5", "bluegreen-6", "bluegreen-7", "bluegreen-8", "bluegreen-9", "bluepurple", "bluepurple-3", "bluepurple-4", "bluepurple-5", "bluepurple-6", "bluepurple-7", "bluepurple-8", "bluepurple-9", "goldgreen", "goldgreen-3", "goldgreen-4", "goldgreen-5", "goldgreen-6", "goldgreen-7", "goldgreen-8", "goldgreen-9", "goldorange", "goldorange-3", "goldorange-4", "goldorange-5", "goldorange-6", "goldorange-7", "goldorange-8", "goldorange-9", "goldred", "goldred-3", "goldred-4", "goldred-5", "goldred-6", "goldred-7", "goldred-8", "goldred-9", "greenblue", "greenblue-3", "greenblue-4", "greenblue-5", "greenblue-6", "greenblue-7", "greenblue-8", "greenblue-9", "orangered", "orangered-3", "orangered-4", "orangered-5", "orangered-6", "orangered-7", "orangered-8", "orangered-9", "purplebluegreen", "purplebluegreen-3", "purplebluegreen-4", "purplebluegreen-5", "purplebluegreen-6", "purplebluegreen-7", "purplebluegreen-8", "purplebluegreen-9", "purpleblue", "purpleblue-3", "purpleblue-4", "purpleblue-5", "purpleblue-6", "purpleblue-7", "purpleblue-8", "purpleblue-9", "purplered", "purplered-3", "purplered-4", "purplered-5", "purplered-6", "purplered-7", "purplered-8", "purplered-9", "redpurple", "redpurple-3", "redpurple-4", "redpurple-5", "redpurple-6", "redpurple-7", "redpurple-8", "redpurple-9", "yellowgreenblue", "yellowgreenblue-3", "yellowgreenblue-4", "yellowgreenblue-5", "yellowgreenblue-6", "yellowgreenblue-7", "yellowgreenblue-8", "yellowgreenblue-9", "yellowgreen", "yellowgreen-3", "yellowgreen-4", "yellowgreen-5", "yellowgreen-6", "yellowgreen-7", "yellowgreen-8", "yellowgreen-9", "yelloworangebrown", "yelloworangebrown-3", "yelloworangebrown-4", "yelloworangebrown-5", "yelloworangebrown-6", "yelloworangebrown-7", "yelloworangebrown-8", "yelloworangebrown-9", "yelloworangered", "yelloworangered-3", "yelloworangered-4", "yelloworangered-5", "yelloworangered-6", "yelloworangered-7", "yelloworangered-8", "yelloworangered-9", "darkblue", "darkblue-3", "darkblue-4", "darkblue-5", "darkblue-6", "darkblue-7", "darkblue-8", "darkblue-9", "darkgold", "darkgold-3", "darkgold-4", "darkgold-5", "darkgold-6", "darkgold-7", "darkgold-8", "darkgold-9", "darkgreen", "darkgreen-3", "darkgreen-4", "darkgreen-5", "darkgreen-6", "darkgreen-7", "darkgreen-8", "darkgreen-9", "darkmulti", "darkmulti-3", "darkmulti-4", "darkmulti-5", "darkmulti-6", "darkmulti-7", "darkmulti-8", "darkmulti-9", "darkred", "darkred-3", "darkred-4", "darkred-5", "darkred-6", "darkred-7", "darkred-8", "darkred-9", "lightgreyred", "lightgreyred-3", "lightgreyred-4", "lightgreyred-5", "lightgreyred-6", "lightgreyred-7", "lightgreyred-8", "lightgreyred-9", "lightgreyteal", "lightgreyteal-3", "lightgreyteal-4", "lightgreyteal-5", "lightgreyteal-6", "lightgreyteal-7", "lightgreyteal-8", "lightgreyteal-9", "lightmulti", "lightmulti-3", "lightmulti-4", "lightmulti-5", "lightmulti-6", "lightmulti-7", "lightmulti-8", "lightmulti-9", "lightorange", "lightorange-3", "lightorange-4", "lightorange-5", "lightorange-6", "lightorange-7", "lightorange-8", "lightorange-9", "lighttealblue", "lighttealblue-3", "lighttealblue-4", "lighttealblue-5", "lighttealblue-6", "lighttealblue-7", "lighttealblue-8", "lighttealblue-9", ], UndefinedType, ] = Undefined, count: Union[float, UndefinedType] = Undefined, extent: Union[Sequence[float], UndefinedType] = Undefined, **kwds, ): super(SchemeParams, self).__init__( name=name, count=count, extent=extent, **kwds ) class SecondaryFieldDef(Position2Def): """SecondaryFieldDef schema wrapper A field definition of a secondary channel that shares a scale with another primary channel. For example, ``x2``, ``xError`` and ``xError2`` share the same scale with ``x``. Parameters ---------- shorthand : str, dict, Sequence[str], :class:`RepeatRef` shorthand for field, aggregate, and type aggregate : dict, :class:`Aggregate`, :class:`ArgmaxDef`, :class:`ArgminDef`, :class:`NonArgAggregateOp`, Literal['average', 'count', 'distinct', 'max', 'mean', 'median', 'min', 'missing', 'product', 'q1', 'q3', 'ci0', 'ci1', 'stderr', 'stdev', 'stdevp', 'sum', 'valid', 'values', 'variance', 'variancep', 'exponential', 'exponentialb'] Aggregation function for the field (e.g., ``"mean"``, ``"sum"``, ``"median"``, ``"min"``, ``"max"``, ``"count"`` ). **Default value:** ``undefined`` (None) **See also:** `aggregate `__ documentation. bandPosition : float Relative position on a band of a stacked, binned, time unit, or band scale. For example, the marks will be positioned at the beginning of the band if set to ``0``, and at the middle of the band if set to ``0.5``. bin : None A flag for binning a ``quantitative`` field, `an object defining binning parameters `__, or indicating that the data for ``x`` or ``y`` channel are binned before they are imported into Vega-Lite ( ``"binned"`` ). If ``true``, default `binning parameters `__ will be applied. If ``"binned"``, this indicates that the data for the ``x`` (or ``y`` ) channel are already binned. You can map the bin-start field to ``x`` (or ``y`` ) and the bin-end field to ``x2`` (or ``y2`` ). The scale and axis will be formatted similar to binning in Vega-Lite. To adjust the axis ticks based on the bin step, you can also set the axis's `tickMinStep `__ property. **Default value:** ``false`` **See also:** `bin `__ documentation. field : str, dict, :class:`Field`, :class:`FieldName`, :class:`RepeatRef` **Required.** A string defining the name of the field from which to pull a data value or an object defining iterated values from the `repeat `__ operator. **See also:** `field `__ documentation. **Notes:** 1) Dots ( ``.`` ) and brackets ( ``[`` and ``]`` ) can be used to access nested objects (e.g., ``"field": "foo.bar"`` and ``"field": "foo['bar']"`` ). If field names contain dots or brackets but are not nested, you can use ``\\`` to escape dots and brackets (e.g., ``"a\\.b"`` and ``"a\\[0\\]"`` ). See more details about escaping in the `field documentation `__. 2) ``field`` is not required if ``aggregate`` is ``count``. timeUnit : dict, :class:`TimeUnit`, :class:`MultiTimeUnit`, :class:`BinnedTimeUnit`, :class:`SingleTimeUnit`, :class:`TimeUnitParams`, :class:`UtcMultiTimeUnit`, :class:`UtcSingleTimeUnit`, :class:`LocalMultiTimeUnit`, :class:`LocalSingleTimeUnit`, Literal['year', 'quarter', 'month', 'week', 'day', 'dayofyear', 'date', 'hours', 'minutes', 'seconds', 'milliseconds'], Literal['utcyear', 'utcquarter', 'utcmonth', 'utcweek', 'utcday', 'utcdayofyear', 'utcdate', 'utchours', 'utcminutes', 'utcseconds', 'utcmilliseconds'], Literal['binnedyear', 'binnedyearquarter', 'binnedyearquartermonth', 'binnedyearmonth', 'binnedyearmonthdate', 'binnedyearmonthdatehours', 'binnedyearmonthdatehoursminutes', 'binnedyearmonthdatehoursminutesseconds', 'binnedyearweek', 'binnedyearweekday', 'binnedyearweekdayhours', 'binnedyearweekdayhoursminutes', 'binnedyearweekdayhoursminutesseconds', 'binnedyeardayofyear'], Literal['binnedutcyear', 'binnedutcyearquarter', 'binnedutcyearquartermonth', 'binnedutcyearmonth', 'binnedutcyearmonthdate', 'binnedutcyearmonthdatehours', 'binnedutcyearmonthdatehoursminutes', 'binnedutcyearmonthdatehoursminutesseconds', 'binnedutcyearweek', 'binnedutcyearweekday', 'binnedutcyearweekdayhours', 'binnedutcyearweekdayhoursminutes', 'binnedutcyearweekdayhoursminutesseconds', 'binnedutcyeardayofyear'], Literal['yearquarter', 'yearquartermonth', 'yearmonth', 'yearmonthdate', 'yearmonthdatehours', 'yearmonthdatehoursminutes', 'yearmonthdatehoursminutesseconds', 'yearweek', 'yearweekday', 'yearweekdayhours', 'yearweekdayhoursminutes', 'yearweekdayhoursminutesseconds', 'yeardayofyear', 'quartermonth', 'monthdate', 'monthdatehours', 'monthdatehoursminutes', 'monthdatehoursminutesseconds', 'weekday', 'weekdayhours', 'weekdayhoursminutes', 'weekdayhoursminutesseconds', 'dayhours', 'dayhoursminutes', 'dayhoursminutesseconds', 'hoursminutes', 'hoursminutesseconds', 'minutesseconds', 'secondsmilliseconds'], Literal['utcyearquarter', 'utcyearquartermonth', 'utcyearmonth', 'utcyearmonthdate', 'utcyearmonthdatehours', 'utcyearmonthdatehoursminutes', 'utcyearmonthdatehoursminutesseconds', 'utcyearweek', 'utcyearweekday', 'utcyearweekdayhours', 'utcyearweekdayhoursminutes', 'utcyearweekdayhoursminutesseconds', 'utcyeardayofyear', 'utcquartermonth', 'utcmonthdate', 'utcmonthdatehours', 'utcmonthdatehoursminutes', 'utcmonthdatehoursminutesseconds', 'utcweekday', 'utcweeksdayhours', 'utcweekdayhoursminutes', 'utcweekdayhoursminutesseconds', 'utcdayhours', 'utcdayhoursminutes', 'utcdayhoursminutesseconds', 'utchoursminutes', 'utchoursminutesseconds', 'utcminutesseconds', 'utcsecondsmilliseconds'] Time unit (e.g., ``year``, ``yearmonth``, ``month``, ``hours`` ) for a temporal field. or `a temporal field that gets casted as ordinal `__. **Default value:** ``undefined`` (None) **See also:** `timeUnit `__ documentation. title : str, None, :class:`Text`, Sequence[str] A title for the field. If ``null``, the title will be removed. **Default value:** derived from the field's name and transformation function ( ``aggregate``, ``bin`` and ``timeUnit`` ). If the field has an aggregate function, the function is displayed as part of the title (e.g., ``"Sum of Profit"`` ). If the field is binned or has a time unit applied, the applied function is shown in parentheses (e.g., ``"Profit (binned)"``, ``"Transaction Date (year-month)"`` ). Otherwise, the title is simply the field name. **Notes** : 1) You can customize the default field title format by providing the `fieldTitle `__ property in the `config `__ or `fieldTitle function via the compile function's options `__. 2) If both field definition's ``title`` and axis, header, or legend ``title`` are defined, axis/header/legend title will be used. """ _schema = {"$ref": "#/definitions/SecondaryFieldDef"} def __init__( self, shorthand: Union[ str, dict, "SchemaBase", Sequence[str], UndefinedType ] = Undefined, aggregate: Union[ dict, "SchemaBase", Literal[ "average", "count", "distinct", "max", "mean", "median", "min", "missing", "product", "q1", "q3", "ci0", "ci1", "stderr", "stdev", "stdevp", "sum", "valid", "values", "variance", "variancep", "exponential", "exponentialb", ], UndefinedType, ] = Undefined, bandPosition: Union[float, UndefinedType] = Undefined, bin: Union[None, UndefinedType] = Undefined, field: Union[str, dict, "SchemaBase", UndefinedType] = Undefined, timeUnit: Union[ dict, "SchemaBase", Literal[ "year", "quarter", "month", "week", "day", "dayofyear", "date", "hours", "minutes", "seconds", "milliseconds", ], Literal[ "utcyear", "utcquarter", "utcmonth", "utcweek", "utcday", "utcdayofyear", "utcdate", "utchours", "utcminutes", "utcseconds", "utcmilliseconds", ], Literal[ "binnedyear", "binnedyearquarter", "binnedyearquartermonth", "binnedyearmonth", "binnedyearmonthdate", "binnedyearmonthdatehours", "binnedyearmonthdatehoursminutes", "binnedyearmonthdatehoursminutesseconds", "binnedyearweek", "binnedyearweekday", "binnedyearweekdayhours", "binnedyearweekdayhoursminutes", "binnedyearweekdayhoursminutesseconds", "binnedyeardayofyear", ], Literal[ "binnedutcyear", "binnedutcyearquarter", "binnedutcyearquartermonth", "binnedutcyearmonth", "binnedutcyearmonthdate", "binnedutcyearmonthdatehours", "binnedutcyearmonthdatehoursminutes", "binnedutcyearmonthdatehoursminutesseconds", "binnedutcyearweek", "binnedutcyearweekday", "binnedutcyearweekdayhours", "binnedutcyearweekdayhoursminutes", "binnedutcyearweekdayhoursminutesseconds", "binnedutcyeardayofyear", ], Literal[ "yearquarter", "yearquartermonth", "yearmonth", "yearmonthdate", "yearmonthdatehours", "yearmonthdatehoursminutes", "yearmonthdatehoursminutesseconds", "yearweek", "yearweekday", "yearweekdayhours", "yearweekdayhoursminutes", "yearweekdayhoursminutesseconds", "yeardayofyear", "quartermonth", "monthdate", "monthdatehours", "monthdatehoursminutes", "monthdatehoursminutesseconds", "weekday", "weekdayhours", "weekdayhoursminutes", "weekdayhoursminutesseconds", "dayhours", "dayhoursminutes", "dayhoursminutesseconds", "hoursminutes", "hoursminutesseconds", "minutesseconds", "secondsmilliseconds", ], Literal[ "utcyearquarter", "utcyearquartermonth", "utcyearmonth", "utcyearmonthdate", "utcyearmonthdatehours", "utcyearmonthdatehoursminutes", "utcyearmonthdatehoursminutesseconds", "utcyearweek", "utcyearweekday", "utcyearweekdayhours", "utcyearweekdayhoursminutes", "utcyearweekdayhoursminutesseconds", "utcyeardayofyear", "utcquartermonth", "utcmonthdate", "utcmonthdatehours", "utcmonthdatehoursminutes", "utcmonthdatehoursminutesseconds", "utcweekday", "utcweeksdayhours", "utcweekdayhoursminutes", "utcweekdayhoursminutesseconds", "utcdayhours", "utcdayhoursminutes", "utcdayhoursminutesseconds", "utchoursminutes", "utchoursminutesseconds", "utcminutesseconds", "utcsecondsmilliseconds", ], UndefinedType, ] = Undefined, title: Union[str, None, "SchemaBase", Sequence[str], UndefinedType] = Undefined, **kwds, ): super(SecondaryFieldDef, self).__init__( shorthand=shorthand, aggregate=aggregate, bandPosition=bandPosition, bin=bin, field=field, timeUnit=timeUnit, title=title, **kwds, ) class SelectionConfig(VegaLiteSchema): """SelectionConfig schema wrapper Parameters ---------- interval : dict, :class:`IntervalSelectionConfigWithoutType` The default definition for an `interval `__ selection. All properties and transformations for an interval selection definition (except ``type`` ) may be specified here. For instance, setting ``interval`` to ``{"translate": false}`` disables the ability to move interval selections by default. point : dict, :class:`PointSelectionConfigWithoutType` The default definition for a `point `__ selection. All properties and transformations for a point selection definition (except ``type`` ) may be specified here. For instance, setting ``point`` to ``{"on": "dblclick"}`` populates point selections on double-click by default. """ _schema = {"$ref": "#/definitions/SelectionConfig"} def __init__( self, interval: Union[dict, "SchemaBase", UndefinedType] = Undefined, point: Union[dict, "SchemaBase", UndefinedType] = Undefined, **kwds, ): super(SelectionConfig, self).__init__(interval=interval, point=point, **kwds) class SelectionInit(VegaLiteSchema): """SelectionInit schema wrapper""" _schema = {"$ref": "#/definitions/SelectionInit"} def __init__(self, *args, **kwds): super(SelectionInit, self).__init__(*args, **kwds) class DateTime(SelectionInit): """DateTime schema wrapper Object for defining datetime in Vega-Lite Filter. If both month and quarter are provided, month has higher precedence. ``day`` cannot be combined with other date. We accept string for month and day names. Parameters ---------- date : float Integer value representing the date (day of the month) from 1-31. day : str, float, :class:`Day` Value representing the day of a week. This can be one of: (1) integer value -- ``1`` represents Monday; (2) case-insensitive day name (e.g., ``"Monday"`` ); (3) case-insensitive, 3-character short day name (e.g., ``"Mon"`` ). **Warning:** A DateTime definition object with ``day`` ** should not be combined with ``year``, ``quarter``, ``month``, or ``date``. hours : float Integer value representing the hour of a day from 0-23. milliseconds : float Integer value representing the millisecond segment of time. minutes : float Integer value representing the minute segment of time from 0-59. month : str, float, :class:`Month` One of: (1) integer value representing the month from ``1`` - ``12``. ``1`` represents January; (2) case-insensitive month name (e.g., ``"January"`` ); (3) case-insensitive, 3-character short month name (e.g., ``"Jan"`` ). quarter : float Integer value representing the quarter of the year (from 1-4). seconds : float Integer value representing the second segment (0-59) of a time value utc : bool A boolean flag indicating if date time is in utc time. If false, the date time is in local time year : float Integer value representing the year. """ _schema = {"$ref": "#/definitions/DateTime"} def __init__( self, date: Union[float, UndefinedType] = Undefined, day: Union[str, float, "SchemaBase", UndefinedType] = Undefined, hours: Union[float, UndefinedType] = Undefined, milliseconds: Union[float, UndefinedType] = Undefined, minutes: Union[float, UndefinedType] = Undefined, month: Union[str, float, "SchemaBase", UndefinedType] = Undefined, quarter: Union[float, UndefinedType] = Undefined, seconds: Union[float, UndefinedType] = Undefined, utc: Union[bool, UndefinedType] = Undefined, year: Union[float, UndefinedType] = Undefined, **kwds, ): super(DateTime, self).__init__( date=date, day=day, hours=hours, milliseconds=milliseconds, minutes=minutes, month=month, quarter=quarter, seconds=seconds, utc=utc, year=year, **kwds, ) class PrimitiveValue(SelectionInit): """PrimitiveValue schema wrapper""" _schema = {"$ref": "#/definitions/PrimitiveValue"} def __init__(self, *args): super(PrimitiveValue, self).__init__(*args) class SelectionInitInterval(VegaLiteSchema): """SelectionInitInterval schema wrapper""" _schema = {"$ref": "#/definitions/SelectionInitInterval"} def __init__(self, *args, **kwds): super(SelectionInitInterval, self).__init__(*args, **kwds) class SelectionInitIntervalMapping(VegaLiteSchema): """SelectionInitIntervalMapping schema wrapper""" _schema = {"$ref": "#/definitions/SelectionInitIntervalMapping"} def __init__(self, **kwds): super(SelectionInitIntervalMapping, self).__init__(**kwds) class SelectionInitMapping(VegaLiteSchema): """SelectionInitMapping schema wrapper""" _schema = {"$ref": "#/definitions/SelectionInitMapping"} def __init__(self, **kwds): super(SelectionInitMapping, self).__init__(**kwds) class SelectionParameter(VegaLiteSchema): """SelectionParameter schema wrapper Parameters ---------- name : str, :class:`ParameterName` Required. A unique name for the selection parameter. Selection names should be valid JavaScript identifiers: they should contain only alphanumeric characters (or "$", or "_") and may not start with a digit. Reserved keywords that may not be used as parameter names are "datum", "event", "item", and "parent". select : dict, :class:`SelectionType`, Literal['point', 'interval'], :class:`PointSelectionConfig`, :class:`IntervalSelectionConfig` Determines the default event processing and data query for the selection. Vega-Lite currently supports two selection types: * ``"point"`` -- to select multiple discrete data values; the first value is selected on ``click`` and additional values toggled on shift-click. * ``"interval"`` -- to select a continuous range of data values on ``drag``. bind : str, dict, :class:`Binding`, :class:`BindInput`, :class:`BindRange`, :class:`BindDirect`, :class:`BindCheckbox`, :class:`LegendBinding`, :class:`BindRadioSelect`, :class:`LegendStreamBinding` When set, a selection is populated by input elements (also known as dynamic query widgets) or by interacting with the corresponding legend. Direct manipulation interaction is disabled by default; to re-enable it, set the selection's `on `__ property. Legend bindings are restricted to selections that only specify a single field or encoding. Query widget binding takes the form of Vega's `input element binding definition `__ or can be a mapping between projected field/encodings and binding definitions. **See also:** `bind `__ documentation. value : str, bool, dict, None, float, :class:`DateTime`, :class:`SelectionInit`, :class:`PrimitiveValue`, :class:`SelectionInitIntervalMapping`, Sequence[dict, :class:`SelectionInitMapping`] Initialize the selection with a mapping between `projected channels or field names `__ and initial values. **See also:** `init `__ documentation. """ _schema = {"$ref": "#/definitions/SelectionParameter"} def __init__( self, name: Union[str, "SchemaBase", UndefinedType] = Undefined, select: Union[ dict, "SchemaBase", Literal["point", "interval"], UndefinedType ] = Undefined, bind: Union[str, dict, "SchemaBase", UndefinedType] = Undefined, value: Union[ str, bool, dict, None, float, "SchemaBase", Sequence[Union[dict, "SchemaBase"]], UndefinedType, ] = Undefined, **kwds, ): super(SelectionParameter, self).__init__( name=name, select=select, bind=bind, value=value, **kwds ) class SelectionResolution(VegaLiteSchema): """SelectionResolution schema wrapper""" _schema = {"$ref": "#/definitions/SelectionResolution"} def __init__(self, *args): super(SelectionResolution, self).__init__(*args) class SelectionType(VegaLiteSchema): """SelectionType schema wrapper""" _schema = {"$ref": "#/definitions/SelectionType"} def __init__(self, *args): super(SelectionType, self).__init__(*args) class SequenceGenerator(Generator): """SequenceGenerator schema wrapper Parameters ---------- sequence : dict, :class:`SequenceParams` Generate a sequence of numbers. name : str Provide a placeholder name and bind data at runtime. """ _schema = {"$ref": "#/definitions/SequenceGenerator"} def __init__( self, sequence: Union[dict, "SchemaBase", UndefinedType] = Undefined, name: Union[str, UndefinedType] = Undefined, **kwds, ): super(SequenceGenerator, self).__init__(sequence=sequence, name=name, **kwds) class SequenceParams(VegaLiteSchema): """SequenceParams schema wrapper Parameters ---------- start : float The starting value of the sequence (inclusive). stop : float The ending value of the sequence (exclusive). step : float The step value between sequence entries. **Default value:** ``1`` as : str, :class:`FieldName` The name of the generated sequence field. **Default value:** ``"data"`` """ _schema = {"$ref": "#/definitions/SequenceParams"} def __init__( self, start: Union[float, UndefinedType] = Undefined, stop: Union[float, UndefinedType] = Undefined, step: Union[float, UndefinedType] = Undefined, **kwds, ): super(SequenceParams, self).__init__(start=start, stop=stop, step=step, **kwds) class SequentialMultiHue(ColorScheme): """SequentialMultiHue schema wrapper""" _schema = {"$ref": "#/definitions/SequentialMultiHue"} def __init__(self, *args): super(SequentialMultiHue, self).__init__(*args) class SequentialSingleHue(ColorScheme): """SequentialSingleHue schema wrapper""" _schema = {"$ref": "#/definitions/SequentialSingleHue"} def __init__(self, *args): super(SequentialSingleHue, self).__init__(*args) class ShapeDef(VegaLiteSchema): """ShapeDef schema wrapper""" _schema = {"$ref": "#/definitions/ShapeDef"} def __init__(self, *args, **kwds): super(ShapeDef, self).__init__(*args, **kwds) class FieldOrDatumDefWithConditionDatumDefstringnull( MarkPropDefstringnullTypeForShape, ShapeDef ): """FieldOrDatumDefWithConditionDatumDefstringnull schema wrapper Parameters ---------- bandPosition : float Relative position on a band of a stacked, binned, time unit, or band scale. For example, the marks will be positioned at the beginning of the band if set to ``0``, and at the middle of the band if set to ``0.5``. condition : dict, :class:`ConditionalValueDefstringnullExprRef`, :class:`ConditionalParameterValueDefstringnullExprRef`, :class:`ConditionalPredicateValueDefstringnullExprRef`, Sequence[dict, :class:`ConditionalValueDefstringnullExprRef`, :class:`ConditionalParameterValueDefstringnullExprRef`, :class:`ConditionalPredicateValueDefstringnullExprRef`] One or more value definition(s) with `a parameter or a test predicate `__. **Note:** A field definition's ``condition`` property can only contain `conditional value definitions `__ since Vega-Lite only allows at most one encoded field per encoding channel. datum : str, bool, dict, None, float, :class:`ExprRef`, :class:`DateTime`, :class:`RepeatRef`, :class:`PrimitiveValue` A constant value in data domain. title : str, None, :class:`Text`, Sequence[str] A title for the field. If ``null``, the title will be removed. **Default value:** derived from the field's name and transformation function ( ``aggregate``, ``bin`` and ``timeUnit`` ). If the field has an aggregate function, the function is displayed as part of the title (e.g., ``"Sum of Profit"`` ). If the field is binned or has a time unit applied, the applied function is shown in parentheses (e.g., ``"Profit (binned)"``, ``"Transaction Date (year-month)"`` ). Otherwise, the title is simply the field name. **Notes** : 1) You can customize the default field title format by providing the `fieldTitle `__ property in the `config `__ or `fieldTitle function via the compile function's options `__. 2) If both field definition's ``title`` and axis, header, or legend ``title`` are defined, axis/header/legend title will be used. type : :class:`Type`, Literal['quantitative', 'ordinal', 'temporal', 'nominal', 'geojson'] The type of measurement ( ``"quantitative"``, ``"temporal"``, ``"ordinal"``, or ``"nominal"`` ) for the encoded field or constant value ( ``datum`` ). It can also be a ``"geojson"`` type for encoding `'geoshape' `__. Vega-Lite automatically infers data types in many cases as discussed below. However, type is required for a field if: (1) the field is not nominal and the field encoding has no specified ``aggregate`` (except ``argmin`` and ``argmax`` ), ``bin``, scale type, custom ``sort`` order, nor ``timeUnit`` or (2) if you wish to use an ordinal scale for a field with ``bin`` or ``timeUnit``. **Default value:** 1) For a data ``field``, ``"nominal"`` is the default data type unless the field encoding has ``aggregate``, ``channel``, ``bin``, scale type, ``sort``, or ``timeUnit`` that satisfies the following criteria: * ``"quantitative"`` is the default type if (1) the encoded field contains ``bin`` or ``aggregate`` except ``"argmin"`` and ``"argmax"``, (2) the encoding channel is ``latitude`` or ``longitude`` channel or (3) if the specified scale type is `a quantitative scale `__. * ``"temporal"`` is the default type if (1) the encoded field contains ``timeUnit`` or (2) the specified scale type is a time or utc scale * ``"ordinal"`` is the default type if (1) the encoded field contains a `custom sort order `__, (2) the specified scale type is an ordinal/point/band scale, or (3) the encoding channel is ``order``. 2) For a constant value in data domain ( ``datum`` ): * ``"quantitative"`` if the datum is a number * ``"nominal"`` if the datum is a string * ``"temporal"`` if the datum is `a date time object `__ **Note:** * Data ``type`` describes the semantics of the data rather than the primitive data types (number, string, etc.). The same primitive data type can have different types of measurement. For example, numeric data can represent quantitative, ordinal, or nominal data. * Data values for a temporal field can be either a date-time string (e.g., ``"2015-03-07 12:32:17"``, ``"17:01"``, ``"2015-03-16"``. ``"2015"`` ) or a timestamp number (e.g., ``1552199579097`` ). * When using with `bin `__, the ``type`` property can be either ``"quantitative"`` (for using a linear bin scale) or `"ordinal" (for using an ordinal bin scale) `__. * When using with `timeUnit `__, the ``type`` property can be either ``"temporal"`` (default, for using a temporal scale) or `"ordinal" (for using an ordinal scale) `__. * When using with `aggregate `__, the ``type`` property refers to the post-aggregation data type. For example, we can calculate count ``distinct`` of a categorical field ``"cat"`` using ``{"aggregate": "distinct", "field": "cat"}``. The ``"type"`` of the aggregate output is ``"quantitative"``. * Secondary channels (e.g., ``x2``, ``y2``, ``xError``, ``yError`` ) do not have ``type`` as they must have exactly the same type as their primary channels (e.g., ``x``, ``y`` ). **See also:** `type `__ documentation. """ _schema = { "$ref": "#/definitions/FieldOrDatumDefWithCondition" } def __init__( self, bandPosition: Union[float, UndefinedType] = Undefined, condition: Union[ dict, "SchemaBase", Sequence[Union[dict, "SchemaBase"]], UndefinedType ] = Undefined, datum: Union[ str, bool, dict, None, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, title: Union[str, None, "SchemaBase", Sequence[str], UndefinedType] = Undefined, type: Union[ "SchemaBase", Literal["quantitative", "ordinal", "temporal", "nominal", "geojson"], UndefinedType, ] = Undefined, **kwds, ): super(FieldOrDatumDefWithConditionDatumDefstringnull, self).__init__( bandPosition=bandPosition, condition=condition, datum=datum, title=title, type=type, **kwds, ) class FieldOrDatumDefWithConditionMarkPropFieldDefTypeForShapestringnull( MarkPropDefstringnullTypeForShape, ShapeDef ): """FieldOrDatumDefWithConditionMarkPropFieldDefTypeForShapestringnull schema wrapper Parameters ---------- shorthand : str, dict, Sequence[str], :class:`RepeatRef` shorthand for field, aggregate, and type aggregate : dict, :class:`Aggregate`, :class:`ArgmaxDef`, :class:`ArgminDef`, :class:`NonArgAggregateOp`, Literal['average', 'count', 'distinct', 'max', 'mean', 'median', 'min', 'missing', 'product', 'q1', 'q3', 'ci0', 'ci1', 'stderr', 'stdev', 'stdevp', 'sum', 'valid', 'values', 'variance', 'variancep', 'exponential', 'exponentialb'] Aggregation function for the field (e.g., ``"mean"``, ``"sum"``, ``"median"``, ``"min"``, ``"max"``, ``"count"`` ). **Default value:** ``undefined`` (None) **See also:** `aggregate `__ documentation. bandPosition : float Relative position on a band of a stacked, binned, time unit, or band scale. For example, the marks will be positioned at the beginning of the band if set to ``0``, and at the middle of the band if set to ``0.5``. bin : bool, dict, None, :class:`BinParams` A flag for binning a ``quantitative`` field, `an object defining binning parameters `__, or indicating that the data for ``x`` or ``y`` channel are binned before they are imported into Vega-Lite ( ``"binned"`` ). If ``true``, default `binning parameters `__ will be applied. If ``"binned"``, this indicates that the data for the ``x`` (or ``y`` ) channel are already binned. You can map the bin-start field to ``x`` (or ``y`` ) and the bin-end field to ``x2`` (or ``y2`` ). The scale and axis will be formatted similar to binning in Vega-Lite. To adjust the axis ticks based on the bin step, you can also set the axis's `tickMinStep `__ property. **Default value:** ``false`` **See also:** `bin `__ documentation. condition : dict, :class:`ConditionalValueDefstringnullExprRef`, :class:`ConditionalParameterValueDefstringnullExprRef`, :class:`ConditionalPredicateValueDefstringnullExprRef`, Sequence[dict, :class:`ConditionalValueDefstringnullExprRef`, :class:`ConditionalParameterValueDefstringnullExprRef`, :class:`ConditionalPredicateValueDefstringnullExprRef`] One or more value definition(s) with `a parameter or a test predicate `__. **Note:** A field definition's ``condition`` property can only contain `conditional value definitions `__ since Vega-Lite only allows at most one encoded field per encoding channel. field : str, dict, :class:`Field`, :class:`FieldName`, :class:`RepeatRef` **Required.** A string defining the name of the field from which to pull a data value or an object defining iterated values from the `repeat `__ operator. **See also:** `field `__ documentation. **Notes:** 1) Dots ( ``.`` ) and brackets ( ``[`` and ``]`` ) can be used to access nested objects (e.g., ``"field": "foo.bar"`` and ``"field": "foo['bar']"`` ). If field names contain dots or brackets but are not nested, you can use ``\\`` to escape dots and brackets (e.g., ``"a\\.b"`` and ``"a\\[0\\]"`` ). See more details about escaping in the `field documentation `__. 2) ``field`` is not required if ``aggregate`` is ``count``. legend : dict, None, :class:`Legend` An object defining properties of the legend. If ``null``, the legend for the encoding channel will be removed. **Default value:** If undefined, default `legend properties `__ are applied. **See also:** `legend `__ documentation. scale : dict, None, :class:`Scale` An object defining properties of the channel's scale, which is the function that transforms values in the data domain (numbers, dates, strings, etc) to visual values (pixels, colors, sizes) of the encoding channels. If ``null``, the scale will be `disabled and the data value will be directly encoded `__. **Default value:** If undefined, default `scale properties `__ are applied. **See also:** `scale `__ documentation. sort : dict, None, :class:`Sort`, Sequence[str], Sequence[bool], Sequence[float], :class:`SortArray`, :class:`SortOrder`, :class:`AllSortString`, :class:`SortByChannel`, :class:`SortByEncoding`, :class:`EncodingSortField`, :class:`SortByChannelDesc`, Sequence[dict, :class:`DateTime`], Literal['ascending', 'descending'], Literal['x', 'y', 'color', 'fill', 'stroke', 'strokeWidth', 'size', 'shape', 'fillOpacity', 'strokeOpacity', 'opacity', 'text'], Literal['-x', '-y', '-color', '-fill', '-stroke', '-strokeWidth', '-size', '-shape', '-fillOpacity', '-strokeOpacity', '-opacity', '-text'] Sort order for the encoded field. For continuous fields (quantitative or temporal), ``sort`` can be either ``"ascending"`` or ``"descending"``. For discrete fields, ``sort`` can be one of the following: * ``"ascending"`` or ``"descending"`` -- for sorting by the values' natural order in JavaScript. * `A string indicating an encoding channel name to sort by `__ (e.g., ``"x"`` or ``"y"`` ) with an optional minus prefix for descending sort (e.g., ``"-x"`` to sort by x-field, descending). This channel string is short-form of `a sort-by-encoding definition `__. For example, ``"sort": "-x"`` is equivalent to ``"sort": {"encoding": "x", "order": "descending"}``. * `A sort field definition `__ for sorting by another field. * `An array specifying the field values in preferred order `__. In this case, the sort order will obey the values in the array, followed by any unspecified values in their original order. For discrete time field, values in the sort array can be `date-time definition objects `__. In addition, for time units ``"month"`` and ``"day"``, the values can be the month or day names (case insensitive) or their 3-letter initials (e.g., ``"Mon"``, ``"Tue"`` ). * ``null`` indicating no sort. **Default value:** ``"ascending"`` **Note:** ``null`` and sorting by another channel is not supported for ``row`` and ``column``. **See also:** `sort `__ documentation. timeUnit : dict, :class:`TimeUnit`, :class:`MultiTimeUnit`, :class:`BinnedTimeUnit`, :class:`SingleTimeUnit`, :class:`TimeUnitParams`, :class:`UtcMultiTimeUnit`, :class:`UtcSingleTimeUnit`, :class:`LocalMultiTimeUnit`, :class:`LocalSingleTimeUnit`, Literal['year', 'quarter', 'month', 'week', 'day', 'dayofyear', 'date', 'hours', 'minutes', 'seconds', 'milliseconds'], Literal['utcyear', 'utcquarter', 'utcmonth', 'utcweek', 'utcday', 'utcdayofyear', 'utcdate', 'utchours', 'utcminutes', 'utcseconds', 'utcmilliseconds'], Literal['binnedyear', 'binnedyearquarter', 'binnedyearquartermonth', 'binnedyearmonth', 'binnedyearmonthdate', 'binnedyearmonthdatehours', 'binnedyearmonthdatehoursminutes', 'binnedyearmonthdatehoursminutesseconds', 'binnedyearweek', 'binnedyearweekday', 'binnedyearweekdayhours', 'binnedyearweekdayhoursminutes', 'binnedyearweekdayhoursminutesseconds', 'binnedyeardayofyear'], Literal['binnedutcyear', 'binnedutcyearquarter', 'binnedutcyearquartermonth', 'binnedutcyearmonth', 'binnedutcyearmonthdate', 'binnedutcyearmonthdatehours', 'binnedutcyearmonthdatehoursminutes', 'binnedutcyearmonthdatehoursminutesseconds', 'binnedutcyearweek', 'binnedutcyearweekday', 'binnedutcyearweekdayhours', 'binnedutcyearweekdayhoursminutes', 'binnedutcyearweekdayhoursminutesseconds', 'binnedutcyeardayofyear'], Literal['yearquarter', 'yearquartermonth', 'yearmonth', 'yearmonthdate', 'yearmonthdatehours', 'yearmonthdatehoursminutes', 'yearmonthdatehoursminutesseconds', 'yearweek', 'yearweekday', 'yearweekdayhours', 'yearweekdayhoursminutes', 'yearweekdayhoursminutesseconds', 'yeardayofyear', 'quartermonth', 'monthdate', 'monthdatehours', 'monthdatehoursminutes', 'monthdatehoursminutesseconds', 'weekday', 'weekdayhours', 'weekdayhoursminutes', 'weekdayhoursminutesseconds', 'dayhours', 'dayhoursminutes', 'dayhoursminutesseconds', 'hoursminutes', 'hoursminutesseconds', 'minutesseconds', 'secondsmilliseconds'], Literal['utcyearquarter', 'utcyearquartermonth', 'utcyearmonth', 'utcyearmonthdate', 'utcyearmonthdatehours', 'utcyearmonthdatehoursminutes', 'utcyearmonthdatehoursminutesseconds', 'utcyearweek', 'utcyearweekday', 'utcyearweekdayhours', 'utcyearweekdayhoursminutes', 'utcyearweekdayhoursminutesseconds', 'utcyeardayofyear', 'utcquartermonth', 'utcmonthdate', 'utcmonthdatehours', 'utcmonthdatehoursminutes', 'utcmonthdatehoursminutesseconds', 'utcweekday', 'utcweeksdayhours', 'utcweekdayhoursminutes', 'utcweekdayhoursminutesseconds', 'utcdayhours', 'utcdayhoursminutes', 'utcdayhoursminutesseconds', 'utchoursminutes', 'utchoursminutesseconds', 'utcminutesseconds', 'utcsecondsmilliseconds'] Time unit (e.g., ``year``, ``yearmonth``, ``month``, ``hours`` ) for a temporal field. or `a temporal field that gets casted as ordinal `__. **Default value:** ``undefined`` (None) **See also:** `timeUnit `__ documentation. title : str, None, :class:`Text`, Sequence[str] A title for the field. If ``null``, the title will be removed. **Default value:** derived from the field's name and transformation function ( ``aggregate``, ``bin`` and ``timeUnit`` ). If the field has an aggregate function, the function is displayed as part of the title (e.g., ``"Sum of Profit"`` ). If the field is binned or has a time unit applied, the applied function is shown in parentheses (e.g., ``"Profit (binned)"``, ``"Transaction Date (year-month)"`` ). Otherwise, the title is simply the field name. **Notes** : 1) You can customize the default field title format by providing the `fieldTitle `__ property in the `config `__ or `fieldTitle function via the compile function's options `__. 2) If both field definition's ``title`` and axis, header, or legend ``title`` are defined, axis/header/legend title will be used. type : :class:`TypeForShape`, Literal['nominal', 'ordinal', 'geojson'] The type of measurement ( ``"quantitative"``, ``"temporal"``, ``"ordinal"``, or ``"nominal"`` ) for the encoded field or constant value ( ``datum`` ). It can also be a ``"geojson"`` type for encoding `'geoshape' `__. Vega-Lite automatically infers data types in many cases as discussed below. However, type is required for a field if: (1) the field is not nominal and the field encoding has no specified ``aggregate`` (except ``argmin`` and ``argmax`` ), ``bin``, scale type, custom ``sort`` order, nor ``timeUnit`` or (2) if you wish to use an ordinal scale for a field with ``bin`` or ``timeUnit``. **Default value:** 1) For a data ``field``, ``"nominal"`` is the default data type unless the field encoding has ``aggregate``, ``channel``, ``bin``, scale type, ``sort``, or ``timeUnit`` that satisfies the following criteria: * ``"quantitative"`` is the default type if (1) the encoded field contains ``bin`` or ``aggregate`` except ``"argmin"`` and ``"argmax"``, (2) the encoding channel is ``latitude`` or ``longitude`` channel or (3) if the specified scale type is `a quantitative scale `__. * ``"temporal"`` is the default type if (1) the encoded field contains ``timeUnit`` or (2) the specified scale type is a time or utc scale * ``"ordinal"`` is the default type if (1) the encoded field contains a `custom sort order `__, (2) the specified scale type is an ordinal/point/band scale, or (3) the encoding channel is ``order``. 2) For a constant value in data domain ( ``datum`` ): * ``"quantitative"`` if the datum is a number * ``"nominal"`` if the datum is a string * ``"temporal"`` if the datum is `a date time object `__ **Note:** * Data ``type`` describes the semantics of the data rather than the primitive data types (number, string, etc.). The same primitive data type can have different types of measurement. For example, numeric data can represent quantitative, ordinal, or nominal data. * Data values for a temporal field can be either a date-time string (e.g., ``"2015-03-07 12:32:17"``, ``"17:01"``, ``"2015-03-16"``. ``"2015"`` ) or a timestamp number (e.g., ``1552199579097`` ). * When using with `bin `__, the ``type`` property can be either ``"quantitative"`` (for using a linear bin scale) or `"ordinal" (for using an ordinal bin scale) `__. * When using with `timeUnit `__, the ``type`` property can be either ``"temporal"`` (default, for using a temporal scale) or `"ordinal" (for using an ordinal scale) `__. * When using with `aggregate `__, the ``type`` property refers to the post-aggregation data type. For example, we can calculate count ``distinct`` of a categorical field ``"cat"`` using ``{"aggregate": "distinct", "field": "cat"}``. The ``"type"`` of the aggregate output is ``"quantitative"``. * Secondary channels (e.g., ``x2``, ``y2``, ``xError``, ``yError`` ) do not have ``type`` as they must have exactly the same type as their primary channels (e.g., ``x``, ``y`` ). **See also:** `type `__ documentation. """ _schema = { "$ref": "#/definitions/FieldOrDatumDefWithCondition,(string|null)>" } def __init__( self, shorthand: Union[ str, dict, "SchemaBase", Sequence[str], UndefinedType ] = Undefined, aggregate: Union[ dict, "SchemaBase", Literal[ "average", "count", "distinct", "max", "mean", "median", "min", "missing", "product", "q1", "q3", "ci0", "ci1", "stderr", "stdev", "stdevp", "sum", "valid", "values", "variance", "variancep", "exponential", "exponentialb", ], UndefinedType, ] = Undefined, bandPosition: Union[float, UndefinedType] = Undefined, bin: Union[bool, dict, None, "SchemaBase", UndefinedType] = Undefined, condition: Union[ dict, "SchemaBase", Sequence[Union[dict, "SchemaBase"]], UndefinedType ] = Undefined, field: Union[str, dict, "SchemaBase", UndefinedType] = Undefined, legend: Union[dict, None, "SchemaBase", UndefinedType] = Undefined, scale: Union[dict, None, "SchemaBase", UndefinedType] = Undefined, sort: Union[ dict, None, "SchemaBase", Sequence[str], Sequence[bool], Sequence[float], Literal["ascending", "descending"], Sequence[Union[dict, "SchemaBase"]], Literal[ "x", "y", "color", "fill", "stroke", "strokeWidth", "size", "shape", "fillOpacity", "strokeOpacity", "opacity", "text", ], Literal[ "-x", "-y", "-color", "-fill", "-stroke", "-strokeWidth", "-size", "-shape", "-fillOpacity", "-strokeOpacity", "-opacity", "-text", ], UndefinedType, ] = Undefined, timeUnit: Union[ dict, "SchemaBase", Literal[ "year", "quarter", "month", "week", "day", "dayofyear", "date", "hours", "minutes", "seconds", "milliseconds", ], Literal[ "utcyear", "utcquarter", "utcmonth", "utcweek", "utcday", "utcdayofyear", "utcdate", "utchours", "utcminutes", "utcseconds", "utcmilliseconds", ], Literal[ "binnedyear", "binnedyearquarter", "binnedyearquartermonth", "binnedyearmonth", "binnedyearmonthdate", "binnedyearmonthdatehours", "binnedyearmonthdatehoursminutes", "binnedyearmonthdatehoursminutesseconds", "binnedyearweek", "binnedyearweekday", "binnedyearweekdayhours", "binnedyearweekdayhoursminutes", "binnedyearweekdayhoursminutesseconds", "binnedyeardayofyear", ], Literal[ "binnedutcyear", "binnedutcyearquarter", "binnedutcyearquartermonth", "binnedutcyearmonth", "binnedutcyearmonthdate", "binnedutcyearmonthdatehours", "binnedutcyearmonthdatehoursminutes", "binnedutcyearmonthdatehoursminutesseconds", "binnedutcyearweek", "binnedutcyearweekday", "binnedutcyearweekdayhours", "binnedutcyearweekdayhoursminutes", "binnedutcyearweekdayhoursminutesseconds", "binnedutcyeardayofyear", ], Literal[ "yearquarter", "yearquartermonth", "yearmonth", "yearmonthdate", "yearmonthdatehours", "yearmonthdatehoursminutes", "yearmonthdatehoursminutesseconds", "yearweek", "yearweekday", "yearweekdayhours", "yearweekdayhoursminutes", "yearweekdayhoursminutesseconds", "yeardayofyear", "quartermonth", "monthdate", "monthdatehours", "monthdatehoursminutes", "monthdatehoursminutesseconds", "weekday", "weekdayhours", "weekdayhoursminutes", "weekdayhoursminutesseconds", "dayhours", "dayhoursminutes", "dayhoursminutesseconds", "hoursminutes", "hoursminutesseconds", "minutesseconds", "secondsmilliseconds", ], Literal[ "utcyearquarter", "utcyearquartermonth", "utcyearmonth", "utcyearmonthdate", "utcyearmonthdatehours", "utcyearmonthdatehoursminutes", "utcyearmonthdatehoursminutesseconds", "utcyearweek", "utcyearweekday", "utcyearweekdayhours", "utcyearweekdayhoursminutes", "utcyearweekdayhoursminutesseconds", "utcyeardayofyear", "utcquartermonth", "utcmonthdate", "utcmonthdatehours", "utcmonthdatehoursminutes", "utcmonthdatehoursminutesseconds", "utcweekday", "utcweeksdayhours", "utcweekdayhoursminutes", "utcweekdayhoursminutesseconds", "utcdayhours", "utcdayhoursminutes", "utcdayhoursminutesseconds", "utchoursminutes", "utchoursminutesseconds", "utcminutesseconds", "utcsecondsmilliseconds", ], UndefinedType, ] = Undefined, title: Union[str, None, "SchemaBase", Sequence[str], UndefinedType] = Undefined, type: Union[ "SchemaBase", Literal["nominal", "ordinal", "geojson"], UndefinedType ] = Undefined, **kwds, ): super( FieldOrDatumDefWithConditionMarkPropFieldDefTypeForShapestringnull, self ).__init__( shorthand=shorthand, aggregate=aggregate, bandPosition=bandPosition, bin=bin, condition=condition, field=field, legend=legend, scale=scale, sort=sort, timeUnit=timeUnit, title=title, type=type, **kwds, ) class SharedEncoding(VegaLiteSchema): """SharedEncoding schema wrapper Parameters ---------- angle : dict color : dict description : dict detail : dict, :class:`FieldDefWithoutScale`, Sequence[dict, :class:`FieldDefWithoutScale`] Additional levels of detail for grouping data in aggregate views and in line, trail, and area marks without mapping data to a specific visual channel. fill : dict fillOpacity : dict href : dict key : dict latitude : dict latitude2 : dict longitude : dict longitude2 : dict opacity : dict order : dict, :class:`OrderOnlyDef`, :class:`OrderFieldDef`, :class:`OrderValueDef`, Sequence[dict, :class:`OrderFieldDef`] Order of the marks. * For stacked marks, this ``order`` channel encodes `stack order `__. * For line and trail marks, this ``order`` channel encodes order of data points in the lines. This can be useful for creating `a connected scatterplot `__. Setting ``order`` to ``{"value": null}`` makes the line marks use the original order in the data sources. * Otherwise, this ``order`` channel encodes layer order of the marks. **Note** : In aggregate plots, ``order`` field should be ``aggregate`` d to avoid creating additional aggregation grouping. radius : dict radius2 : dict shape : dict size : dict stroke : dict strokeDash : dict strokeOpacity : dict strokeWidth : dict text : dict theta : dict theta2 : dict tooltip : dict, None, :class:`StringFieldDefWithCondition`, :class:`StringValueDefWithCondition`, Sequence[dict, :class:`StringFieldDef`] The tooltip text to show upon mouse hover. Specifying ``tooltip`` encoding overrides `the tooltip property in the mark definition `__. See the `tooltip `__ documentation for a detailed discussion about tooltip in Vega-Lite. url : dict x : dict x2 : dict xError : dict xError2 : dict xOffset : dict y : dict y2 : dict yError : dict yError2 : dict yOffset : dict """ _schema = {"$ref": "#/definitions/SharedEncoding"} def __init__( self, angle: Union[dict, UndefinedType] = Undefined, color: Union[dict, UndefinedType] = Undefined, description: Union[dict, UndefinedType] = Undefined, detail: Union[ dict, "SchemaBase", Sequence[Union[dict, "SchemaBase"]], UndefinedType ] = Undefined, fill: Union[dict, UndefinedType] = Undefined, fillOpacity: Union[dict, UndefinedType] = Undefined, href: Union[dict, UndefinedType] = Undefined, key: Union[dict, UndefinedType] = Undefined, latitude: Union[dict, UndefinedType] = Undefined, latitude2: Union[dict, UndefinedType] = Undefined, longitude: Union[dict, UndefinedType] = Undefined, longitude2: Union[dict, UndefinedType] = Undefined, opacity: Union[dict, UndefinedType] = Undefined, order: Union[ dict, "SchemaBase", Sequence[Union[dict, "SchemaBase"]], UndefinedType ] = Undefined, radius: Union[dict, UndefinedType] = Undefined, radius2: Union[dict, UndefinedType] = Undefined, shape: Union[dict, UndefinedType] = Undefined, size: Union[dict, UndefinedType] = Undefined, stroke: Union[dict, UndefinedType] = Undefined, strokeDash: Union[dict, UndefinedType] = Undefined, strokeOpacity: Union[dict, UndefinedType] = Undefined, strokeWidth: Union[dict, UndefinedType] = Undefined, text: Union[dict, UndefinedType] = Undefined, theta: Union[dict, UndefinedType] = Undefined, theta2: Union[dict, UndefinedType] = Undefined, tooltip: Union[ dict, None, "SchemaBase", Sequence[Union[dict, "SchemaBase"]], UndefinedType ] = Undefined, url: Union[dict, UndefinedType] = Undefined, x: Union[dict, UndefinedType] = Undefined, x2: Union[dict, UndefinedType] = Undefined, xError: Union[dict, UndefinedType] = Undefined, xError2: Union[dict, UndefinedType] = Undefined, xOffset: Union[dict, UndefinedType] = Undefined, y: Union[dict, UndefinedType] = Undefined, y2: Union[dict, UndefinedType] = Undefined, yError: Union[dict, UndefinedType] = Undefined, yError2: Union[dict, UndefinedType] = Undefined, yOffset: Union[dict, UndefinedType] = Undefined, **kwds, ): super(SharedEncoding, self).__init__( angle=angle, color=color, description=description, detail=detail, fill=fill, fillOpacity=fillOpacity, href=href, key=key, latitude=latitude, latitude2=latitude2, longitude=longitude, longitude2=longitude2, opacity=opacity, order=order, radius=radius, radius2=radius2, shape=shape, size=size, stroke=stroke, strokeDash=strokeDash, strokeOpacity=strokeOpacity, strokeWidth=strokeWidth, text=text, theta=theta, theta2=theta2, tooltip=tooltip, url=url, x=x, x2=x2, xError=xError, xError2=xError2, xOffset=xOffset, y=y, y2=y2, yError=yError, yError2=yError2, yOffset=yOffset, **kwds, ) class SingleDefUnitChannel(VegaLiteSchema): """SingleDefUnitChannel schema wrapper""" _schema = {"$ref": "#/definitions/SingleDefUnitChannel"} def __init__(self, *args): super(SingleDefUnitChannel, self).__init__(*args) class Sort(VegaLiteSchema): """Sort schema wrapper""" _schema = {"$ref": "#/definitions/Sort"} def __init__(self, *args, **kwds): super(Sort, self).__init__(*args, **kwds) class AllSortString(Sort): """AllSortString schema wrapper""" _schema = {"$ref": "#/definitions/AllSortString"} def __init__(self, *args, **kwds): super(AllSortString, self).__init__(*args, **kwds) class EncodingSortField(Sort): """EncodingSortField schema wrapper A sort definition for sorting a discrete scale in an encoding field definition. Parameters ---------- field : str, dict, :class:`Field`, :class:`FieldName`, :class:`RepeatRef` The data `field `__ to sort by. **Default value:** If unspecified, defaults to the field specified in the outer data reference. op : :class:`NonArgAggregateOp`, Literal['average', 'count', 'distinct', 'max', 'mean', 'median', 'min', 'missing', 'product', 'q1', 'q3', 'ci0', 'ci1', 'stderr', 'stdev', 'stdevp', 'sum', 'valid', 'values', 'variance', 'variancep', 'exponential', 'exponentialb'] An `aggregate operation `__ to perform on the field prior to sorting (e.g., ``"count"``, ``"mean"`` and ``"median"`` ). An aggregation is required when there are multiple values of the sort field for each encoded data field. The input data objects will be aggregated, grouped by the encoded data field. For a full list of operations, please see the documentation for `aggregate `__. **Default value:** ``"sum"`` for stacked plots. Otherwise, ``"min"``. order : None, :class:`SortOrder`, Literal['ascending', 'descending'] The sort order. One of ``"ascending"`` (default), ``"descending"``, or ``null`` (no not sort). """ _schema = {"$ref": "#/definitions/EncodingSortField"} def __init__( self, field: Union[str, dict, "SchemaBase", UndefinedType] = Undefined, op: Union[ "SchemaBase", Literal[ "average", "count", "distinct", "max", "mean", "median", "min", "missing", "product", "q1", "q3", "ci0", "ci1", "stderr", "stdev", "stdevp", "sum", "valid", "values", "variance", "variancep", "exponential", "exponentialb", ], UndefinedType, ] = Undefined, order: Union[ None, "SchemaBase", Literal["ascending", "descending"], UndefinedType ] = Undefined, **kwds, ): super(EncodingSortField, self).__init__(field=field, op=op, order=order, **kwds) class SortArray(Sort): """SortArray schema wrapper""" _schema = {"$ref": "#/definitions/SortArray"} def __init__(self, *args, **kwds): super(SortArray, self).__init__(*args, **kwds) class SortByChannel(AllSortString): """SortByChannel schema wrapper""" _schema = {"$ref": "#/definitions/SortByChannel"} def __init__(self, *args): super(SortByChannel, self).__init__(*args) class SortByChannelDesc(AllSortString): """SortByChannelDesc schema wrapper""" _schema = {"$ref": "#/definitions/SortByChannelDesc"} def __init__(self, *args): super(SortByChannelDesc, self).__init__(*args) class SortByEncoding(Sort): """SortByEncoding schema wrapper Parameters ---------- encoding : :class:`SortByChannel`, Literal['x', 'y', 'color', 'fill', 'stroke', 'strokeWidth', 'size', 'shape', 'fillOpacity', 'strokeOpacity', 'opacity', 'text'] The `encoding channel `__ to sort by (e.g., ``"x"``, ``"y"`` ) order : None, :class:`SortOrder`, Literal['ascending', 'descending'] The sort order. One of ``"ascending"`` (default), ``"descending"``, or ``null`` (no not sort). """ _schema = {"$ref": "#/definitions/SortByEncoding"} def __init__( self, encoding: Union[ "SchemaBase", Literal[ "x", "y", "color", "fill", "stroke", "strokeWidth", "size", "shape", "fillOpacity", "strokeOpacity", "opacity", "text", ], UndefinedType, ] = Undefined, order: Union[ None, "SchemaBase", Literal["ascending", "descending"], UndefinedType ] = Undefined, **kwds, ): super(SortByEncoding, self).__init__(encoding=encoding, order=order, **kwds) class SortField(VegaLiteSchema): """SortField schema wrapper A sort definition for transform Parameters ---------- field : str, :class:`FieldName` The name of the field to sort. order : None, :class:`SortOrder`, Literal['ascending', 'descending'] Whether to sort the field in ascending or descending order. One of ``"ascending"`` (default), ``"descending"``, or ``null`` (no not sort). """ _schema = {"$ref": "#/definitions/SortField"} def __init__( self, field: Union[str, "SchemaBase", UndefinedType] = Undefined, order: Union[ None, "SchemaBase", Literal["ascending", "descending"], UndefinedType ] = Undefined, **kwds, ): super(SortField, self).__init__(field=field, order=order, **kwds) class SortOrder(AllSortString): """SortOrder schema wrapper""" _schema = {"$ref": "#/definitions/SortOrder"} def __init__(self, *args): super(SortOrder, self).__init__(*args) class Spec(VegaLiteSchema): """Spec schema wrapper Any specification in Vega-Lite. """ _schema = {"$ref": "#/definitions/Spec"} def __init__(self, *args, **kwds): super(Spec, self).__init__(*args, **kwds) class ConcatSpecGenericSpec(Spec, NonNormalizedSpec): """ConcatSpecGenericSpec schema wrapper Base interface for a generalized concatenation specification. Parameters ---------- concat : Sequence[dict, :class:`Spec`, :class:`FacetSpec`, :class:`LayerSpec`, :class:`RepeatSpec`, :class:`FacetedUnitSpec`, :class:`LayerRepeatSpec`, :class:`NonLayerRepeatSpec`, :class:`ConcatSpecGenericSpec`, :class:`HConcatSpecGenericSpec`, :class:`VConcatSpecGenericSpec`] A list of views to be concatenated. align : dict, :class:`LayoutAlign`, :class:`RowColLayoutAlign`, Literal['all', 'each', 'none'] The alignment to apply to grid rows and columns. The supported string values are ``"all"``, ``"each"``, and ``"none"``. * For ``"none"``, a flow layout will be used, in which adjacent subviews are simply placed one after the other. * For ``"each"``, subviews will be aligned into a clean grid structure, but each row or column may be of variable size. * For ``"all"``, subviews will be aligned and each row or column will be sized identically based on the maximum observed size. String values for this property will be applied to both grid rows and columns. Alternatively, an object value of the form ``{"row": string, "column": string}`` can be used to supply different alignments for rows and columns. **Default value:** ``"all"``. bounds : Literal['full', 'flush'] The bounds calculation method to use for determining the extent of a sub-plot. One of ``full`` (the default) or ``flush``. * If set to ``full``, the entire calculated bounds (including axes, title, and legend) will be used. * If set to ``flush``, only the specified width and height values for the sub-view will be used. The ``flush`` setting can be useful when attempting to place sub-plots without axes or legends into a uniform grid structure. **Default value:** ``"full"`` center : bool, dict, :class:`RowColboolean` Boolean flag indicating if subviews should be centered relative to their respective rows or columns. An object value of the form ``{"row": boolean, "column": boolean}`` can be used to supply different centering values for rows and columns. **Default value:** ``false`` columns : float The number of columns to include in the view composition layout. **Default value** : ``undefined`` -- An infinite number of columns (a single row) will be assumed. This is equivalent to ``hconcat`` (for ``concat`` ) and to using the ``column`` channel (for ``facet`` and ``repeat`` ). **Note** : 1) This property is only for: * the general (wrappable) ``concat`` operator (not ``hconcat`` / ``vconcat`` ) * the ``facet`` and ``repeat`` operator with one field/repetition definition (without row/column nesting) 2) Setting the ``columns`` to ``1`` is equivalent to ``vconcat`` (for ``concat`` ) and to using the ``row`` channel (for ``facet`` and ``repeat`` ). data : dict, None, :class:`Data`, :class:`UrlData`, :class:`Generator`, :class:`NamedData`, :class:`DataSource`, :class:`InlineData`, :class:`SphereGenerator`, :class:`SequenceGenerator`, :class:`GraticuleGenerator` An object 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. description : str Description of this mark for commenting purpose. name : str Name of the visualization for later reference. resolve : dict, :class:`Resolve` Scale, axis, and legend resolutions for view composition specifications. spacing : dict, float, :class:`RowColnumber` The spacing in pixels between sub-views of the composition operator. An object of the form ``{"row": number, "column": number}`` can be used to set different spacing values for rows and columns. **Default value** : Depends on ``"spacing"`` property of `the view composition configuration `__ ( ``20`` by default) title : str, dict, :class:`Text`, Sequence[str], :class:`TitleParams` Title for the plot. transform : Sequence[dict, :class:`Transform`, :class:`BinTransform`, :class:`FoldTransform`, :class:`LoessTransform`, :class:`PivotTransform`, :class:`StackTransform`, :class:`ExtentTransform`, :class:`FilterTransform`, :class:`ImputeTransform`, :class:`LookupTransform`, :class:`SampleTransform`, :class:`WindowTransform`, :class:`DensityTransform`, :class:`FlattenTransform`, :class:`QuantileTransform`, :class:`TimeUnitTransform`, :class:`AggregateTransform`, :class:`CalculateTransform`, :class:`RegressionTransform`, :class:`JoinAggregateTransform`] An array of data transformations such as filter and new field calculation. """ _schema = {"$ref": "#/definitions/ConcatSpec"} def __init__( self, concat: Union[Sequence[Union[dict, "SchemaBase"]], UndefinedType] = Undefined, align: Union[ dict, "SchemaBase", Literal["all", "each", "none"], UndefinedType ] = Undefined, bounds: Union[Literal["full", "flush"], UndefinedType] = Undefined, center: Union[bool, dict, "SchemaBase", UndefinedType] = Undefined, columns: Union[float, UndefinedType] = Undefined, data: Union[dict, None, "SchemaBase", UndefinedType] = Undefined, description: Union[str, UndefinedType] = Undefined, name: Union[str, UndefinedType] = Undefined, resolve: Union[dict, "SchemaBase", UndefinedType] = Undefined, spacing: Union[dict, float, "SchemaBase", UndefinedType] = Undefined, title: Union[str, dict, "SchemaBase", Sequence[str], UndefinedType] = Undefined, transform: Union[ Sequence[Union[dict, "SchemaBase"]], UndefinedType ] = Undefined, **kwds, ): super(ConcatSpecGenericSpec, self).__init__( concat=concat, align=align, bounds=bounds, center=center, columns=columns, data=data, description=description, name=name, resolve=resolve, spacing=spacing, title=title, transform=transform, **kwds, ) class FacetSpec(Spec, NonNormalizedSpec): """FacetSpec schema wrapper Base interface for a facet specification. Parameters ---------- facet : dict, :class:`FacetMapping`, :class:`FacetFieldDef` Definition for how to facet the data. One of: 1) `a field definition for faceting the plot by one field `__ 2) `An object that maps row and column channels to their field definitions `__ spec : dict, :class:`LayerSpec`, :class:`FacetedUnitSpec` A specification of the view that gets faceted. align : dict, :class:`LayoutAlign`, :class:`RowColLayoutAlign`, Literal['all', 'each', 'none'] The alignment to apply to grid rows and columns. The supported string values are ``"all"``, ``"each"``, and ``"none"``. * For ``"none"``, a flow layout will be used, in which adjacent subviews are simply placed one after the other. * For ``"each"``, subviews will be aligned into a clean grid structure, but each row or column may be of variable size. * For ``"all"``, subviews will be aligned and each row or column will be sized identically based on the maximum observed size. String values for this property will be applied to both grid rows and columns. Alternatively, an object value of the form ``{"row": string, "column": string}`` can be used to supply different alignments for rows and columns. **Default value:** ``"all"``. bounds : Literal['full', 'flush'] The bounds calculation method to use for determining the extent of a sub-plot. One of ``full`` (the default) or ``flush``. * If set to ``full``, the entire calculated bounds (including axes, title, and legend) will be used. * If set to ``flush``, only the specified width and height values for the sub-view will be used. The ``flush`` setting can be useful when attempting to place sub-plots without axes or legends into a uniform grid structure. **Default value:** ``"full"`` center : bool, dict, :class:`RowColboolean` Boolean flag indicating if subviews should be centered relative to their respective rows or columns. An object value of the form ``{"row": boolean, "column": boolean}`` can be used to supply different centering values for rows and columns. **Default value:** ``false`` columns : float The number of columns to include in the view composition layout. **Default value** : ``undefined`` -- An infinite number of columns (a single row) will be assumed. This is equivalent to ``hconcat`` (for ``concat`` ) and to using the ``column`` channel (for ``facet`` and ``repeat`` ). **Note** : 1) This property is only for: * the general (wrappable) ``concat`` operator (not ``hconcat`` / ``vconcat`` ) * the ``facet`` and ``repeat`` operator with one field/repetition definition (without row/column nesting) 2) Setting the ``columns`` to ``1`` is equivalent to ``vconcat`` (for ``concat`` ) and to using the ``row`` channel (for ``facet`` and ``repeat`` ). data : dict, None, :class:`Data`, :class:`UrlData`, :class:`Generator`, :class:`NamedData`, :class:`DataSource`, :class:`InlineData`, :class:`SphereGenerator`, :class:`SequenceGenerator`, :class:`GraticuleGenerator` An object 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. description : str Description of this mark for commenting purpose. name : str Name of the visualization for later reference. resolve : dict, :class:`Resolve` Scale, axis, and legend resolutions for view composition specifications. spacing : dict, float, :class:`RowColnumber` The spacing in pixels between sub-views of the composition operator. An object of the form ``{"row": number, "column": number}`` can be used to set different spacing values for rows and columns. **Default value** : Depends on ``"spacing"`` property of `the view composition configuration `__ ( ``20`` by default) title : str, dict, :class:`Text`, Sequence[str], :class:`TitleParams` Title for the plot. transform : Sequence[dict, :class:`Transform`, :class:`BinTransform`, :class:`FoldTransform`, :class:`LoessTransform`, :class:`PivotTransform`, :class:`StackTransform`, :class:`ExtentTransform`, :class:`FilterTransform`, :class:`ImputeTransform`, :class:`LookupTransform`, :class:`SampleTransform`, :class:`WindowTransform`, :class:`DensityTransform`, :class:`FlattenTransform`, :class:`QuantileTransform`, :class:`TimeUnitTransform`, :class:`AggregateTransform`, :class:`CalculateTransform`, :class:`RegressionTransform`, :class:`JoinAggregateTransform`] An array of data transformations such as filter and new field calculation. """ _schema = {"$ref": "#/definitions/FacetSpec"} def __init__( self, facet: Union[dict, "SchemaBase", UndefinedType] = Undefined, spec: Union[dict, "SchemaBase", UndefinedType] = Undefined, align: Union[ dict, "SchemaBase", Literal["all", "each", "none"], UndefinedType ] = Undefined, bounds: Union[Literal["full", "flush"], UndefinedType] = Undefined, center: Union[bool, dict, "SchemaBase", UndefinedType] = Undefined, columns: Union[float, UndefinedType] = Undefined, data: Union[dict, None, "SchemaBase", UndefinedType] = Undefined, description: Union[str, UndefinedType] = Undefined, name: Union[str, UndefinedType] = Undefined, resolve: Union[dict, "SchemaBase", UndefinedType] = Undefined, spacing: Union[dict, float, "SchemaBase", UndefinedType] = Undefined, title: Union[str, dict, "SchemaBase", Sequence[str], UndefinedType] = Undefined, transform: Union[ Sequence[Union[dict, "SchemaBase"]], UndefinedType ] = Undefined, **kwds, ): super(FacetSpec, self).__init__( facet=facet, spec=spec, align=align, bounds=bounds, center=center, columns=columns, data=data, description=description, name=name, resolve=resolve, spacing=spacing, title=title, transform=transform, **kwds, ) class FacetedUnitSpec(Spec, NonNormalizedSpec): """FacetedUnitSpec schema wrapper Unit spec that can have a composite mark and row or column channels (shorthand for a facet spec). Parameters ---------- mark : str, dict, :class:`Mark`, :class:`AnyMark`, :class:`BoxPlot`, :class:`MarkDef`, :class:`ErrorBar`, :class:`ErrorBand`, :class:`BoxPlotDef`, :class:`ErrorBarDef`, :class:`ErrorBandDef`, :class:`CompositeMark`, :class:`CompositeMarkDef`, Literal['arc', 'area', 'bar', 'image', 'line', 'point', 'rect', 'rule', 'text', 'tick', 'trail', 'circle', 'square', 'geoshape'] A string describing the mark type (one of ``"bar"``, ``"circle"``, ``"square"``, ``"tick"``, ``"line"``, ``"area"``, ``"point"``, ``"rule"``, ``"geoshape"``, and ``"text"`` ) or a `mark definition object `__. align : dict, :class:`LayoutAlign`, :class:`RowColLayoutAlign`, Literal['all', 'each', 'none'] The alignment to apply to grid rows and columns. The supported string values are ``"all"``, ``"each"``, and ``"none"``. * For ``"none"``, a flow layout will be used, in which adjacent subviews are simply placed one after the other. * For ``"each"``, subviews will be aligned into a clean grid structure, but each row or column may be of variable size. * For ``"all"``, subviews will be aligned and each row or column will be sized identically based on the maximum observed size. String values for this property will be applied to both grid rows and columns. Alternatively, an object value of the form ``{"row": string, "column": string}`` can be used to supply different alignments for rows and columns. **Default value:** ``"all"``. bounds : Literal['full', 'flush'] The bounds calculation method to use for determining the extent of a sub-plot. One of ``full`` (the default) or ``flush``. * If set to ``full``, the entire calculated bounds (including axes, title, and legend) will be used. * If set to ``flush``, only the specified width and height values for the sub-view will be used. The ``flush`` setting can be useful when attempting to place sub-plots without axes or legends into a uniform grid structure. **Default value:** ``"full"`` center : bool, dict, :class:`RowColboolean` Boolean flag indicating if subviews should be centered relative to their respective rows or columns. An object value of the form ``{"row": boolean, "column": boolean}`` can be used to supply different centering values for rows and columns. **Default value:** ``false`` data : dict, None, :class:`Data`, :class:`UrlData`, :class:`Generator`, :class:`NamedData`, :class:`DataSource`, :class:`InlineData`, :class:`SphereGenerator`, :class:`SequenceGenerator`, :class:`GraticuleGenerator` An object 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. description : str Description of this mark for commenting purpose. encoding : dict, :class:`FacetedEncoding` A key-value mapping between encoding channels and definition of fields. height : str, dict, float, :class:`Step` The height of a visualization. * For a plot with a continuous y-field, height should be a number. * For a plot with either a discrete y-field or no y-field, height can be either a number indicating a fixed height or an object in the form of ``{step: number}`` defining the height per discrete step. (No y-field is equivalent to having one discrete step.) * To enable responsive sizing on height, it should be set to ``"container"``. **Default value:** Based on ``config.view.continuousHeight`` for a plot with a continuous y-field and ``config.view.discreteHeight`` otherwise. **Note:** For plots with `row and column channels `__, this represents the height of a single view and the ``"container"`` option cannot be used. **See also:** `height `__ documentation. name : str Name of the visualization for later reference. params : Sequence[dict, :class:`SelectionParameter`] An array of parameters that may either be simple variables, or more complex selections that map user input to data queries. projection : dict, :class:`Projection` An object defining properties of geographic projection, which will be applied to ``shape`` path for ``"geoshape"`` marks and to ``latitude`` and ``"longitude"`` channels for other marks. resolve : dict, :class:`Resolve` Scale, axis, and legend resolutions for view composition specifications. spacing : dict, float, :class:`RowColnumber` The spacing in pixels between sub-views of the composition operator. An object of the form ``{"row": number, "column": number}`` can be used to set different spacing values for rows and columns. **Default value** : Depends on ``"spacing"`` property of `the view composition configuration `__ ( ``20`` by default) title : str, dict, :class:`Text`, Sequence[str], :class:`TitleParams` Title for the plot. transform : Sequence[dict, :class:`Transform`, :class:`BinTransform`, :class:`FoldTransform`, :class:`LoessTransform`, :class:`PivotTransform`, :class:`StackTransform`, :class:`ExtentTransform`, :class:`FilterTransform`, :class:`ImputeTransform`, :class:`LookupTransform`, :class:`SampleTransform`, :class:`WindowTransform`, :class:`DensityTransform`, :class:`FlattenTransform`, :class:`QuantileTransform`, :class:`TimeUnitTransform`, :class:`AggregateTransform`, :class:`CalculateTransform`, :class:`RegressionTransform`, :class:`JoinAggregateTransform`] An array of data transformations such as filter and new field calculation. view : dict, :class:`ViewBackground` An object defining the view background's fill and stroke. **Default value:** none (transparent) width : str, dict, float, :class:`Step` The width of a visualization. * For a plot with a continuous x-field, width should be a number. * For a plot with either a discrete x-field or no x-field, width can be either a number indicating a fixed width or an object in the form of ``{step: number}`` defining the width per discrete step. (No x-field is equivalent to having one discrete step.) * To enable responsive sizing on width, it should be set to ``"container"``. **Default value:** Based on ``config.view.continuousWidth`` for a plot with a continuous x-field and ``config.view.discreteWidth`` otherwise. **Note:** For plots with `row and column channels `__, this represents the width of a single view and the ``"container"`` option cannot be used. **See also:** `width `__ documentation. """ _schema = {"$ref": "#/definitions/FacetedUnitSpec"} def __init__( self, mark: Union[ str, dict, "SchemaBase", Literal[ "arc", "area", "bar", "image", "line", "point", "rect", "rule", "text", "tick", "trail", "circle", "square", "geoshape", ], UndefinedType, ] = Undefined, align: Union[ dict, "SchemaBase", Literal["all", "each", "none"], UndefinedType ] = Undefined, bounds: Union[Literal["full", "flush"], UndefinedType] = Undefined, center: Union[bool, dict, "SchemaBase", UndefinedType] = Undefined, data: Union[dict, None, "SchemaBase", UndefinedType] = Undefined, description: Union[str, UndefinedType] = Undefined, encoding: Union[dict, "SchemaBase", UndefinedType] = Undefined, height: Union[str, dict, float, "SchemaBase", UndefinedType] = Undefined, name: Union[str, UndefinedType] = Undefined, params: Union[Sequence[Union[dict, "SchemaBase"]], UndefinedType] = Undefined, projection: Union[dict, "SchemaBase", UndefinedType] = Undefined, resolve: Union[dict, "SchemaBase", UndefinedType] = Undefined, spacing: Union[dict, float, "SchemaBase", UndefinedType] = Undefined, title: Union[str, dict, "SchemaBase", Sequence[str], UndefinedType] = Undefined, transform: Union[ Sequence[Union[dict, "SchemaBase"]], UndefinedType ] = Undefined, view: Union[dict, "SchemaBase", UndefinedType] = Undefined, width: Union[str, dict, float, "SchemaBase", UndefinedType] = Undefined, **kwds, ): super(FacetedUnitSpec, self).__init__( mark=mark, align=align, bounds=bounds, center=center, data=data, description=description, encoding=encoding, height=height, name=name, params=params, projection=projection, resolve=resolve, spacing=spacing, title=title, transform=transform, view=view, width=width, **kwds, ) class HConcatSpecGenericSpec(Spec, NonNormalizedSpec): """HConcatSpecGenericSpec schema wrapper Base interface for a horizontal concatenation specification. Parameters ---------- hconcat : Sequence[dict, :class:`Spec`, :class:`FacetSpec`, :class:`LayerSpec`, :class:`RepeatSpec`, :class:`FacetedUnitSpec`, :class:`LayerRepeatSpec`, :class:`NonLayerRepeatSpec`, :class:`ConcatSpecGenericSpec`, :class:`HConcatSpecGenericSpec`, :class:`VConcatSpecGenericSpec`] A list of views to be concatenated and put into a row. bounds : Literal['full', 'flush'] The bounds calculation method to use for determining the extent of a sub-plot. One of ``full`` (the default) or ``flush``. * If set to ``full``, the entire calculated bounds (including axes, title, and legend) will be used. * If set to ``flush``, only the specified width and height values for the sub-view will be used. The ``flush`` setting can be useful when attempting to place sub-plots without axes or legends into a uniform grid structure. **Default value:** ``"full"`` center : bool Boolean flag indicating if subviews should be centered relative to their respective rows or columns. **Default value:** ``false`` data : dict, None, :class:`Data`, :class:`UrlData`, :class:`Generator`, :class:`NamedData`, :class:`DataSource`, :class:`InlineData`, :class:`SphereGenerator`, :class:`SequenceGenerator`, :class:`GraticuleGenerator` An object 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. description : str Description of this mark for commenting purpose. name : str Name of the visualization for later reference. resolve : dict, :class:`Resolve` Scale, axis, and legend resolutions for view composition specifications. spacing : float The spacing in pixels between sub-views of the concat operator. **Default value** : ``10`` title : str, dict, :class:`Text`, Sequence[str], :class:`TitleParams` Title for the plot. transform : Sequence[dict, :class:`Transform`, :class:`BinTransform`, :class:`FoldTransform`, :class:`LoessTransform`, :class:`PivotTransform`, :class:`StackTransform`, :class:`ExtentTransform`, :class:`FilterTransform`, :class:`ImputeTransform`, :class:`LookupTransform`, :class:`SampleTransform`, :class:`WindowTransform`, :class:`DensityTransform`, :class:`FlattenTransform`, :class:`QuantileTransform`, :class:`TimeUnitTransform`, :class:`AggregateTransform`, :class:`CalculateTransform`, :class:`RegressionTransform`, :class:`JoinAggregateTransform`] An array of data transformations such as filter and new field calculation. """ _schema = {"$ref": "#/definitions/HConcatSpec"} def __init__( self, hconcat: Union[Sequence[Union[dict, "SchemaBase"]], UndefinedType] = Undefined, bounds: Union[Literal["full", "flush"], UndefinedType] = Undefined, center: Union[bool, UndefinedType] = Undefined, data: Union[dict, None, "SchemaBase", UndefinedType] = Undefined, description: Union[str, UndefinedType] = Undefined, name: Union[str, UndefinedType] = Undefined, resolve: Union[dict, "SchemaBase", UndefinedType] = Undefined, spacing: Union[float, UndefinedType] = Undefined, title: Union[str, dict, "SchemaBase", Sequence[str], UndefinedType] = Undefined, transform: Union[ Sequence[Union[dict, "SchemaBase"]], UndefinedType ] = Undefined, **kwds, ): super(HConcatSpecGenericSpec, self).__init__( hconcat=hconcat, bounds=bounds, center=center, data=data, description=description, name=name, resolve=resolve, spacing=spacing, title=title, transform=transform, **kwds, ) class LayerSpec(Spec, NonNormalizedSpec): """LayerSpec schema wrapper A full layered plot specification, which may contains ``encoding`` and ``projection`` properties that will be applied to underlying unit (single-view) specifications. Parameters ---------- layer : Sequence[dict, :class:`UnitSpec`, :class:`LayerSpec`] 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. data : dict, None, :class:`Data`, :class:`UrlData`, :class:`Generator`, :class:`NamedData`, :class:`DataSource`, :class:`InlineData`, :class:`SphereGenerator`, :class:`SequenceGenerator`, :class:`GraticuleGenerator` An object 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. description : str Description of this mark for commenting purpose. encoding : dict, :class:`SharedEncoding` A shared key-value mapping between encoding channels and definition of fields in the underlying layers. height : str, dict, float, :class:`Step` The height of a visualization. * For a plot with a continuous y-field, height should be a number. * For a plot with either a discrete y-field or no y-field, height can be either a number indicating a fixed height or an object in the form of ``{step: number}`` defining the height per discrete step. (No y-field is equivalent to having one discrete step.) * To enable responsive sizing on height, it should be set to ``"container"``. **Default value:** Based on ``config.view.continuousHeight`` for a plot with a continuous y-field and ``config.view.discreteHeight`` otherwise. **Note:** For plots with `row and column channels `__, this represents the height of a single view and the ``"container"`` option cannot be used. **See also:** `height `__ documentation. name : str Name of the visualization for later reference. projection : dict, :class:`Projection` An object defining properties of the geographic projection shared by underlying layers. resolve : dict, :class:`Resolve` Scale, axis, and legend resolutions for view composition specifications. title : str, dict, :class:`Text`, Sequence[str], :class:`TitleParams` Title for the plot. transform : Sequence[dict, :class:`Transform`, :class:`BinTransform`, :class:`FoldTransform`, :class:`LoessTransform`, :class:`PivotTransform`, :class:`StackTransform`, :class:`ExtentTransform`, :class:`FilterTransform`, :class:`ImputeTransform`, :class:`LookupTransform`, :class:`SampleTransform`, :class:`WindowTransform`, :class:`DensityTransform`, :class:`FlattenTransform`, :class:`QuantileTransform`, :class:`TimeUnitTransform`, :class:`AggregateTransform`, :class:`CalculateTransform`, :class:`RegressionTransform`, :class:`JoinAggregateTransform`] An array of data transformations such as filter and new field calculation. view : dict, :class:`ViewBackground` An object defining the view background's fill and stroke. **Default value:** none (transparent) width : str, dict, float, :class:`Step` The width of a visualization. * For a plot with a continuous x-field, width should be a number. * For a plot with either a discrete x-field or no x-field, width can be either a number indicating a fixed width or an object in the form of ``{step: number}`` defining the width per discrete step. (No x-field is equivalent to having one discrete step.) * To enable responsive sizing on width, it should be set to ``"container"``. **Default value:** Based on ``config.view.continuousWidth`` for a plot with a continuous x-field and ``config.view.discreteWidth`` otherwise. **Note:** For plots with `row and column channels `__, this represents the width of a single view and the ``"container"`` option cannot be used. **See also:** `width `__ documentation. """ _schema = {"$ref": "#/definitions/LayerSpec"} def __init__( self, layer: Union[Sequence[Union[dict, "SchemaBase"]], UndefinedType] = Undefined, data: Union[dict, None, "SchemaBase", UndefinedType] = Undefined, description: Union[str, UndefinedType] = Undefined, encoding: Union[dict, "SchemaBase", UndefinedType] = Undefined, height: Union[str, dict, float, "SchemaBase", UndefinedType] = Undefined, name: Union[str, UndefinedType] = Undefined, projection: Union[dict, "SchemaBase", UndefinedType] = Undefined, resolve: Union[dict, "SchemaBase", UndefinedType] = Undefined, title: Union[str, dict, "SchemaBase", Sequence[str], UndefinedType] = Undefined, transform: Union[ Sequence[Union[dict, "SchemaBase"]], UndefinedType ] = Undefined, view: Union[dict, "SchemaBase", UndefinedType] = Undefined, width: Union[str, dict, float, "SchemaBase", UndefinedType] = Undefined, **kwds, ): super(LayerSpec, self).__init__( layer=layer, data=data, description=description, encoding=encoding, height=height, name=name, projection=projection, resolve=resolve, title=title, transform=transform, view=view, width=width, **kwds, ) class RepeatSpec(Spec, NonNormalizedSpec): """RepeatSpec schema wrapper""" _schema = {"$ref": "#/definitions/RepeatSpec"} def __init__(self, *args, **kwds): super(RepeatSpec, self).__init__(*args, **kwds) class LayerRepeatSpec(RepeatSpec): """LayerRepeatSpec schema wrapper Parameters ---------- repeat : dict, :class:`LayerRepeatMapping` Definition for fields to be repeated. One of: 1) An array of fields to be repeated. If ``"repeat"`` is an array, the field can be referred to as ``{"repeat": "repeat"}``. The repeated views are laid out in a wrapped row. You can set the number of columns to control the wrapping. 2) An object that maps ``"row"`` and/or ``"column"`` to the listed fields to be repeated along the particular orientations. The objects ``{"repeat": "row"}`` and ``{"repeat": "column"}`` can be used to refer to the repeated field respectively. spec : dict, :class:`LayerSpec`, :class:`UnitSpecWithFrame` A specification of the view that gets repeated. align : dict, :class:`LayoutAlign`, :class:`RowColLayoutAlign`, Literal['all', 'each', 'none'] The alignment to apply to grid rows and columns. The supported string values are ``"all"``, ``"each"``, and ``"none"``. * For ``"none"``, a flow layout will be used, in which adjacent subviews are simply placed one after the other. * For ``"each"``, subviews will be aligned into a clean grid structure, but each row or column may be of variable size. * For ``"all"``, subviews will be aligned and each row or column will be sized identically based on the maximum observed size. String values for this property will be applied to both grid rows and columns. Alternatively, an object value of the form ``{"row": string, "column": string}`` can be used to supply different alignments for rows and columns. **Default value:** ``"all"``. bounds : Literal['full', 'flush'] The bounds calculation method to use for determining the extent of a sub-plot. One of ``full`` (the default) or ``flush``. * If set to ``full``, the entire calculated bounds (including axes, title, and legend) will be used. * If set to ``flush``, only the specified width and height values for the sub-view will be used. The ``flush`` setting can be useful when attempting to place sub-plots without axes or legends into a uniform grid structure. **Default value:** ``"full"`` center : bool, dict, :class:`RowColboolean` Boolean flag indicating if subviews should be centered relative to their respective rows or columns. An object value of the form ``{"row": boolean, "column": boolean}`` can be used to supply different centering values for rows and columns. **Default value:** ``false`` columns : float The number of columns to include in the view composition layout. **Default value** : ``undefined`` -- An infinite number of columns (a single row) will be assumed. This is equivalent to ``hconcat`` (for ``concat`` ) and to using the ``column`` channel (for ``facet`` and ``repeat`` ). **Note** : 1) This property is only for: * the general (wrappable) ``concat`` operator (not ``hconcat`` / ``vconcat`` ) * the ``facet`` and ``repeat`` operator with one field/repetition definition (without row/column nesting) 2) Setting the ``columns`` to ``1`` is equivalent to ``vconcat`` (for ``concat`` ) and to using the ``row`` channel (for ``facet`` and ``repeat`` ). data : dict, None, :class:`Data`, :class:`UrlData`, :class:`Generator`, :class:`NamedData`, :class:`DataSource`, :class:`InlineData`, :class:`SphereGenerator`, :class:`SequenceGenerator`, :class:`GraticuleGenerator` An object 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. description : str Description of this mark for commenting purpose. name : str Name of the visualization for later reference. resolve : dict, :class:`Resolve` Scale, axis, and legend resolutions for view composition specifications. spacing : dict, float, :class:`RowColnumber` The spacing in pixels between sub-views of the composition operator. An object of the form ``{"row": number, "column": number}`` can be used to set different spacing values for rows and columns. **Default value** : Depends on ``"spacing"`` property of `the view composition configuration `__ ( ``20`` by default) title : str, dict, :class:`Text`, Sequence[str], :class:`TitleParams` Title for the plot. transform : Sequence[dict, :class:`Transform`, :class:`BinTransform`, :class:`FoldTransform`, :class:`LoessTransform`, :class:`PivotTransform`, :class:`StackTransform`, :class:`ExtentTransform`, :class:`FilterTransform`, :class:`ImputeTransform`, :class:`LookupTransform`, :class:`SampleTransform`, :class:`WindowTransform`, :class:`DensityTransform`, :class:`FlattenTransform`, :class:`QuantileTransform`, :class:`TimeUnitTransform`, :class:`AggregateTransform`, :class:`CalculateTransform`, :class:`RegressionTransform`, :class:`JoinAggregateTransform`] An array of data transformations such as filter and new field calculation. """ _schema = {"$ref": "#/definitions/LayerRepeatSpec"} def __init__( self, repeat: Union[dict, "SchemaBase", UndefinedType] = Undefined, spec: Union[dict, "SchemaBase", UndefinedType] = Undefined, align: Union[ dict, "SchemaBase", Literal["all", "each", "none"], UndefinedType ] = Undefined, bounds: Union[Literal["full", "flush"], UndefinedType] = Undefined, center: Union[bool, dict, "SchemaBase", UndefinedType] = Undefined, columns: Union[float, UndefinedType] = Undefined, data: Union[dict, None, "SchemaBase", UndefinedType] = Undefined, description: Union[str, UndefinedType] = Undefined, name: Union[str, UndefinedType] = Undefined, resolve: Union[dict, "SchemaBase", UndefinedType] = Undefined, spacing: Union[dict, float, "SchemaBase", UndefinedType] = Undefined, title: Union[str, dict, "SchemaBase", Sequence[str], UndefinedType] = Undefined, transform: Union[ Sequence[Union[dict, "SchemaBase"]], UndefinedType ] = Undefined, **kwds, ): super(LayerRepeatSpec, self).__init__( repeat=repeat, spec=spec, align=align, bounds=bounds, center=center, columns=columns, data=data, description=description, name=name, resolve=resolve, spacing=spacing, title=title, transform=transform, **kwds, ) class NonLayerRepeatSpec(RepeatSpec): """NonLayerRepeatSpec schema wrapper Base interface for a repeat specification. Parameters ---------- repeat : dict, Sequence[str], :class:`RepeatMapping` Definition for fields to be repeated. One of: 1) An array of fields to be repeated. If ``"repeat"`` is an array, the field can be referred to as ``{"repeat": "repeat"}``. The repeated views are laid out in a wrapped row. You can set the number of columns to control the wrapping. 2) An object that maps ``"row"`` and/or ``"column"`` to the listed fields to be repeated along the particular orientations. The objects ``{"repeat": "row"}`` and ``{"repeat": "column"}`` can be used to refer to the repeated field respectively. spec : dict, :class:`FacetSpec`, :class:`LayerSpec`, :class:`RepeatSpec`, :class:`FacetedUnitSpec`, :class:`LayerRepeatSpec`, :class:`NonNormalizedSpec`, :class:`NonLayerRepeatSpec`, :class:`ConcatSpecGenericSpec`, :class:`HConcatSpecGenericSpec`, :class:`VConcatSpecGenericSpec` A specification of the view that gets repeated. align : dict, :class:`LayoutAlign`, :class:`RowColLayoutAlign`, Literal['all', 'each', 'none'] The alignment to apply to grid rows and columns. The supported string values are ``"all"``, ``"each"``, and ``"none"``. * For ``"none"``, a flow layout will be used, in which adjacent subviews are simply placed one after the other. * For ``"each"``, subviews will be aligned into a clean grid structure, but each row or column may be of variable size. * For ``"all"``, subviews will be aligned and each row or column will be sized identically based on the maximum observed size. String values for this property will be applied to both grid rows and columns. Alternatively, an object value of the form ``{"row": string, "column": string}`` can be used to supply different alignments for rows and columns. **Default value:** ``"all"``. bounds : Literal['full', 'flush'] The bounds calculation method to use for determining the extent of a sub-plot. One of ``full`` (the default) or ``flush``. * If set to ``full``, the entire calculated bounds (including axes, title, and legend) will be used. * If set to ``flush``, only the specified width and height values for the sub-view will be used. The ``flush`` setting can be useful when attempting to place sub-plots without axes or legends into a uniform grid structure. **Default value:** ``"full"`` center : bool, dict, :class:`RowColboolean` Boolean flag indicating if subviews should be centered relative to their respective rows or columns. An object value of the form ``{"row": boolean, "column": boolean}`` can be used to supply different centering values for rows and columns. **Default value:** ``false`` columns : float The number of columns to include in the view composition layout. **Default value** : ``undefined`` -- An infinite number of columns (a single row) will be assumed. This is equivalent to ``hconcat`` (for ``concat`` ) and to using the ``column`` channel (for ``facet`` and ``repeat`` ). **Note** : 1) This property is only for: * the general (wrappable) ``concat`` operator (not ``hconcat`` / ``vconcat`` ) * the ``facet`` and ``repeat`` operator with one field/repetition definition (without row/column nesting) 2) Setting the ``columns`` to ``1`` is equivalent to ``vconcat`` (for ``concat`` ) and to using the ``row`` channel (for ``facet`` and ``repeat`` ). data : dict, None, :class:`Data`, :class:`UrlData`, :class:`Generator`, :class:`NamedData`, :class:`DataSource`, :class:`InlineData`, :class:`SphereGenerator`, :class:`SequenceGenerator`, :class:`GraticuleGenerator` An object 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. description : str Description of this mark for commenting purpose. name : str Name of the visualization for later reference. resolve : dict, :class:`Resolve` Scale, axis, and legend resolutions for view composition specifications. spacing : dict, float, :class:`RowColnumber` The spacing in pixels between sub-views of the composition operator. An object of the form ``{"row": number, "column": number}`` can be used to set different spacing values for rows and columns. **Default value** : Depends on ``"spacing"`` property of `the view composition configuration `__ ( ``20`` by default) title : str, dict, :class:`Text`, Sequence[str], :class:`TitleParams` Title for the plot. transform : Sequence[dict, :class:`Transform`, :class:`BinTransform`, :class:`FoldTransform`, :class:`LoessTransform`, :class:`PivotTransform`, :class:`StackTransform`, :class:`ExtentTransform`, :class:`FilterTransform`, :class:`ImputeTransform`, :class:`LookupTransform`, :class:`SampleTransform`, :class:`WindowTransform`, :class:`DensityTransform`, :class:`FlattenTransform`, :class:`QuantileTransform`, :class:`TimeUnitTransform`, :class:`AggregateTransform`, :class:`CalculateTransform`, :class:`RegressionTransform`, :class:`JoinAggregateTransform`] An array of data transformations such as filter and new field calculation. """ _schema = {"$ref": "#/definitions/NonLayerRepeatSpec"} def __init__( self, repeat: Union[dict, "SchemaBase", Sequence[str], UndefinedType] = Undefined, spec: Union[dict, "SchemaBase", UndefinedType] = Undefined, align: Union[ dict, "SchemaBase", Literal["all", "each", "none"], UndefinedType ] = Undefined, bounds: Union[Literal["full", "flush"], UndefinedType] = Undefined, center: Union[bool, dict, "SchemaBase", UndefinedType] = Undefined, columns: Union[float, UndefinedType] = Undefined, data: Union[dict, None, "SchemaBase", UndefinedType] = Undefined, description: Union[str, UndefinedType] = Undefined, name: Union[str, UndefinedType] = Undefined, resolve: Union[dict, "SchemaBase", UndefinedType] = Undefined, spacing: Union[dict, float, "SchemaBase", UndefinedType] = Undefined, title: Union[str, dict, "SchemaBase", Sequence[str], UndefinedType] = Undefined, transform: Union[ Sequence[Union[dict, "SchemaBase"]], UndefinedType ] = Undefined, **kwds, ): super(NonLayerRepeatSpec, self).__init__( repeat=repeat, spec=spec, align=align, bounds=bounds, center=center, columns=columns, data=data, description=description, name=name, resolve=resolve, spacing=spacing, title=title, transform=transform, **kwds, ) class SphereGenerator(Generator): """SphereGenerator schema wrapper Parameters ---------- sphere : bool, dict Generate sphere GeoJSON data for the full globe. name : str Provide a placeholder name and bind data at runtime. """ _schema = {"$ref": "#/definitions/SphereGenerator"} def __init__( self, sphere: Union[bool, dict, UndefinedType] = Undefined, name: Union[str, UndefinedType] = Undefined, **kwds, ): super(SphereGenerator, self).__init__(sphere=sphere, name=name, **kwds) class StackOffset(VegaLiteSchema): """StackOffset schema wrapper""" _schema = {"$ref": "#/definitions/StackOffset"} def __init__(self, *args): super(StackOffset, self).__init__(*args) class StandardType(VegaLiteSchema): """StandardType schema wrapper""" _schema = {"$ref": "#/definitions/StandardType"} def __init__(self, *args): super(StandardType, self).__init__(*args) class Step(VegaLiteSchema): """Step schema wrapper Parameters ---------- step : float The size (width/height) per discrete step. for : :class:`StepFor`, Literal['position', 'offset'] Whether to apply the step to position scale or offset scale when there are both ``x`` and ``xOffset`` or both ``y`` and ``yOffset`` encodings. """ _schema = {"$ref": "#/definitions/Step"} def __init__(self, step: Union[float, UndefinedType] = Undefined, **kwds): super(Step, self).__init__(step=step, **kwds) class StepFor(VegaLiteSchema): """StepFor schema wrapper""" _schema = {"$ref": "#/definitions/StepFor"} def __init__(self, *args): super(StepFor, self).__init__(*args) class Stream(VegaLiteSchema): """Stream schema wrapper""" _schema = {"$ref": "#/definitions/Stream"} def __init__(self, *args, **kwds): super(Stream, self).__init__(*args, **kwds) class DerivedStream(Stream): """DerivedStream schema wrapper Parameters ---------- stream : dict, :class:`Stream`, :class:`EventStream`, :class:`MergedStream`, :class:`DerivedStream` between : Sequence[dict, :class:`Stream`, :class:`EventStream`, :class:`MergedStream`, :class:`DerivedStream`] consume : bool debounce : float filter : str, :class:`Expr`, Sequence[str, :class:`Expr`] markname : str marktype : :class:`MarkType`, Literal['arc', 'area', 'image', 'group', 'line', 'path', 'rect', 'rule', 'shape', 'symbol', 'text', 'trail'] throttle : float """ _schema = {"$ref": "#/definitions/DerivedStream"} def __init__( self, stream: Union[dict, "SchemaBase", UndefinedType] = Undefined, between: Union[Sequence[Union[dict, "SchemaBase"]], UndefinedType] = Undefined, consume: Union[bool, UndefinedType] = Undefined, debounce: Union[float, UndefinedType] = Undefined, filter: Union[ str, "SchemaBase", Sequence[Union[str, "SchemaBase"]], UndefinedType ] = Undefined, markname: Union[str, UndefinedType] = Undefined, marktype: Union[ "SchemaBase", Literal[ "arc", "area", "image", "group", "line", "path", "rect", "rule", "shape", "symbol", "text", "trail", ], UndefinedType, ] = Undefined, throttle: Union[float, UndefinedType] = Undefined, **kwds, ): super(DerivedStream, self).__init__( stream=stream, between=between, consume=consume, debounce=debounce, filter=filter, markname=markname, marktype=marktype, throttle=throttle, **kwds, ) class EventStream(Stream): """EventStream schema wrapper""" _schema = {"$ref": "#/definitions/EventStream"} def __init__(self, *args, **kwds): super(EventStream, self).__init__(*args, **kwds) class MergedStream(Stream): """MergedStream schema wrapper Parameters ---------- merge : Sequence[dict, :class:`Stream`, :class:`EventStream`, :class:`MergedStream`, :class:`DerivedStream`] between : Sequence[dict, :class:`Stream`, :class:`EventStream`, :class:`MergedStream`, :class:`DerivedStream`] consume : bool debounce : float filter : str, :class:`Expr`, Sequence[str, :class:`Expr`] markname : str marktype : :class:`MarkType`, Literal['arc', 'area', 'image', 'group', 'line', 'path', 'rect', 'rule', 'shape', 'symbol', 'text', 'trail'] throttle : float """ _schema = {"$ref": "#/definitions/MergedStream"} def __init__( self, merge: Union[Sequence[Union[dict, "SchemaBase"]], UndefinedType] = Undefined, between: Union[Sequence[Union[dict, "SchemaBase"]], UndefinedType] = Undefined, consume: Union[bool, UndefinedType] = Undefined, debounce: Union[float, UndefinedType] = Undefined, filter: Union[ str, "SchemaBase", Sequence[Union[str, "SchemaBase"]], UndefinedType ] = Undefined, markname: Union[str, UndefinedType] = Undefined, marktype: Union[ "SchemaBase", Literal[ "arc", "area", "image", "group", "line", "path", "rect", "rule", "shape", "symbol", "text", "trail", ], UndefinedType, ] = Undefined, throttle: Union[float, UndefinedType] = Undefined, **kwds, ): super(MergedStream, self).__init__( merge=merge, between=between, consume=consume, debounce=debounce, filter=filter, markname=markname, marktype=marktype, throttle=throttle, **kwds, ) class StringFieldDef(VegaLiteSchema): """StringFieldDef schema wrapper Parameters ---------- aggregate : dict, :class:`Aggregate`, :class:`ArgmaxDef`, :class:`ArgminDef`, :class:`NonArgAggregateOp`, Literal['average', 'count', 'distinct', 'max', 'mean', 'median', 'min', 'missing', 'product', 'q1', 'q3', 'ci0', 'ci1', 'stderr', 'stdev', 'stdevp', 'sum', 'valid', 'values', 'variance', 'variancep', 'exponential', 'exponentialb'] Aggregation function for the field (e.g., ``"mean"``, ``"sum"``, ``"median"``, ``"min"``, ``"max"``, ``"count"`` ). **Default value:** ``undefined`` (None) **See also:** `aggregate `__ documentation. bandPosition : float Relative position on a band of a stacked, binned, time unit, or band scale. For example, the marks will be positioned at the beginning of the band if set to ``0``, and at the middle of the band if set to ``0.5``. bin : str, bool, dict, None, :class:`BinParams` A flag for binning a ``quantitative`` field, `an object defining binning parameters `__, or indicating that the data for ``x`` or ``y`` channel are binned before they are imported into Vega-Lite ( ``"binned"`` ). If ``true``, default `binning parameters `__ will be applied. If ``"binned"``, this indicates that the data for the ``x`` (or ``y`` ) channel are already binned. You can map the bin-start field to ``x`` (or ``y`` ) and the bin-end field to ``x2`` (or ``y2`` ). The scale and axis will be formatted similar to binning in Vega-Lite. To adjust the axis ticks based on the bin step, you can also set the axis's `tickMinStep `__ property. **Default value:** ``false`` **See also:** `bin `__ documentation. field : str, dict, :class:`Field`, :class:`FieldName`, :class:`RepeatRef` **Required.** A string defining the name of the field from which to pull a data value or an object defining iterated values from the `repeat `__ operator. **See also:** `field `__ documentation. **Notes:** 1) Dots ( ``.`` ) and brackets ( ``[`` and ``]`` ) can be used to access nested objects (e.g., ``"field": "foo.bar"`` and ``"field": "foo['bar']"`` ). If field names contain dots or brackets but are not nested, you can use ``\\`` to escape dots and brackets (e.g., ``"a\\.b"`` and ``"a\\[0\\]"`` ). See more details about escaping in the `field documentation `__. 2) ``field`` is not required if ``aggregate`` is ``count``. format : str, dict, :class:`Dict` When used with the default ``"number"`` and ``"time"`` format type, the text formatting pattern for labels of guides (axes, legends, headers) and text marks. * If the format type is ``"number"`` (e.g., for quantitative fields), this is D3's `number format pattern `__. * If the format type is ``"time"`` (e.g., for temporal fields), this is D3's `time format pattern `__. See the `format documentation `__ for more examples. When used with a `custom formatType `__, this value will be passed as ``format`` alongside ``datum.value`` to the registered function. **Default value:** Derived from `numberFormat `__ config for number format and from `timeFormat `__ config for time format. formatType : str The format type for labels. One of ``"number"``, ``"time"``, or a `registered custom format type `__. **Default value:** * ``"time"`` for temporal fields and ordinal and nominal fields with ``timeUnit``. * ``"number"`` for quantitative fields as well as ordinal and nominal fields without ``timeUnit``. timeUnit : dict, :class:`TimeUnit`, :class:`MultiTimeUnit`, :class:`BinnedTimeUnit`, :class:`SingleTimeUnit`, :class:`TimeUnitParams`, :class:`UtcMultiTimeUnit`, :class:`UtcSingleTimeUnit`, :class:`LocalMultiTimeUnit`, :class:`LocalSingleTimeUnit`, Literal['year', 'quarter', 'month', 'week', 'day', 'dayofyear', 'date', 'hours', 'minutes', 'seconds', 'milliseconds'], Literal['utcyear', 'utcquarter', 'utcmonth', 'utcweek', 'utcday', 'utcdayofyear', 'utcdate', 'utchours', 'utcminutes', 'utcseconds', 'utcmilliseconds'], Literal['binnedyear', 'binnedyearquarter', 'binnedyearquartermonth', 'binnedyearmonth', 'binnedyearmonthdate', 'binnedyearmonthdatehours', 'binnedyearmonthdatehoursminutes', 'binnedyearmonthdatehoursminutesseconds', 'binnedyearweek', 'binnedyearweekday', 'binnedyearweekdayhours', 'binnedyearweekdayhoursminutes', 'binnedyearweekdayhoursminutesseconds', 'binnedyeardayofyear'], Literal['binnedutcyear', 'binnedutcyearquarter', 'binnedutcyearquartermonth', 'binnedutcyearmonth', 'binnedutcyearmonthdate', 'binnedutcyearmonthdatehours', 'binnedutcyearmonthdatehoursminutes', 'binnedutcyearmonthdatehoursminutesseconds', 'binnedutcyearweek', 'binnedutcyearweekday', 'binnedutcyearweekdayhours', 'binnedutcyearweekdayhoursminutes', 'binnedutcyearweekdayhoursminutesseconds', 'binnedutcyeardayofyear'], Literal['yearquarter', 'yearquartermonth', 'yearmonth', 'yearmonthdate', 'yearmonthdatehours', 'yearmonthdatehoursminutes', 'yearmonthdatehoursminutesseconds', 'yearweek', 'yearweekday', 'yearweekdayhours', 'yearweekdayhoursminutes', 'yearweekdayhoursminutesseconds', 'yeardayofyear', 'quartermonth', 'monthdate', 'monthdatehours', 'monthdatehoursminutes', 'monthdatehoursminutesseconds', 'weekday', 'weekdayhours', 'weekdayhoursminutes', 'weekdayhoursminutesseconds', 'dayhours', 'dayhoursminutes', 'dayhoursminutesseconds', 'hoursminutes', 'hoursminutesseconds', 'minutesseconds', 'secondsmilliseconds'], Literal['utcyearquarter', 'utcyearquartermonth', 'utcyearmonth', 'utcyearmonthdate', 'utcyearmonthdatehours', 'utcyearmonthdatehoursminutes', 'utcyearmonthdatehoursminutesseconds', 'utcyearweek', 'utcyearweekday', 'utcyearweekdayhours', 'utcyearweekdayhoursminutes', 'utcyearweekdayhoursminutesseconds', 'utcyeardayofyear', 'utcquartermonth', 'utcmonthdate', 'utcmonthdatehours', 'utcmonthdatehoursminutes', 'utcmonthdatehoursminutesseconds', 'utcweekday', 'utcweeksdayhours', 'utcweekdayhoursminutes', 'utcweekdayhoursminutesseconds', 'utcdayhours', 'utcdayhoursminutes', 'utcdayhoursminutesseconds', 'utchoursminutes', 'utchoursminutesseconds', 'utcminutesseconds', 'utcsecondsmilliseconds'] Time unit (e.g., ``year``, ``yearmonth``, ``month``, ``hours`` ) for a temporal field. or `a temporal field that gets casted as ordinal `__. **Default value:** ``undefined`` (None) **See also:** `timeUnit `__ documentation. title : str, None, :class:`Text`, Sequence[str] A title for the field. If ``null``, the title will be removed. **Default value:** derived from the field's name and transformation function ( ``aggregate``, ``bin`` and ``timeUnit`` ). If the field has an aggregate function, the function is displayed as part of the title (e.g., ``"Sum of Profit"`` ). If the field is binned or has a time unit applied, the applied function is shown in parentheses (e.g., ``"Profit (binned)"``, ``"Transaction Date (year-month)"`` ). Otherwise, the title is simply the field name. **Notes** : 1) You can customize the default field title format by providing the `fieldTitle `__ property in the `config `__ or `fieldTitle function via the compile function's options `__. 2) If both field definition's ``title`` and axis, header, or legend ``title`` are defined, axis/header/legend title will be used. type : :class:`StandardType`, Literal['quantitative', 'ordinal', 'temporal', 'nominal'] The type of measurement ( ``"quantitative"``, ``"temporal"``, ``"ordinal"``, or ``"nominal"`` ) for the encoded field or constant value ( ``datum`` ). It can also be a ``"geojson"`` type for encoding `'geoshape' `__. Vega-Lite automatically infers data types in many cases as discussed below. However, type is required for a field if: (1) the field is not nominal and the field encoding has no specified ``aggregate`` (except ``argmin`` and ``argmax`` ), ``bin``, scale type, custom ``sort`` order, nor ``timeUnit`` or (2) if you wish to use an ordinal scale for a field with ``bin`` or ``timeUnit``. **Default value:** 1) For a data ``field``, ``"nominal"`` is the default data type unless the field encoding has ``aggregate``, ``channel``, ``bin``, scale type, ``sort``, or ``timeUnit`` that satisfies the following criteria: * ``"quantitative"`` is the default type if (1) the encoded field contains ``bin`` or ``aggregate`` except ``"argmin"`` and ``"argmax"``, (2) the encoding channel is ``latitude`` or ``longitude`` channel or (3) if the specified scale type is `a quantitative scale `__. * ``"temporal"`` is the default type if (1) the encoded field contains ``timeUnit`` or (2) the specified scale type is a time or utc scale * ``"ordinal"`` is the default type if (1) the encoded field contains a `custom sort order `__, (2) the specified scale type is an ordinal/point/band scale, or (3) the encoding channel is ``order``. 2) For a constant value in data domain ( ``datum`` ): * ``"quantitative"`` if the datum is a number * ``"nominal"`` if the datum is a string * ``"temporal"`` if the datum is `a date time object `__ **Note:** * Data ``type`` describes the semantics of the data rather than the primitive data types (number, string, etc.). The same primitive data type can have different types of measurement. For example, numeric data can represent quantitative, ordinal, or nominal data. * Data values for a temporal field can be either a date-time string (e.g., ``"2015-03-07 12:32:17"``, ``"17:01"``, ``"2015-03-16"``. ``"2015"`` ) or a timestamp number (e.g., ``1552199579097`` ). * When using with `bin `__, the ``type`` property can be either ``"quantitative"`` (for using a linear bin scale) or `"ordinal" (for using an ordinal bin scale) `__. * When using with `timeUnit `__, the ``type`` property can be either ``"temporal"`` (default, for using a temporal scale) or `"ordinal" (for using an ordinal scale) `__. * When using with `aggregate `__, the ``type`` property refers to the post-aggregation data type. For example, we can calculate count ``distinct`` of a categorical field ``"cat"`` using ``{"aggregate": "distinct", "field": "cat"}``. The ``"type"`` of the aggregate output is ``"quantitative"``. * Secondary channels (e.g., ``x2``, ``y2``, ``xError``, ``yError`` ) do not have ``type`` as they must have exactly the same type as their primary channels (e.g., ``x``, ``y`` ). **See also:** `type `__ documentation. """ _schema = {"$ref": "#/definitions/StringFieldDef"} def __init__( self, aggregate: Union[ dict, "SchemaBase", Literal[ "average", "count", "distinct", "max", "mean", "median", "min", "missing", "product", "q1", "q3", "ci0", "ci1", "stderr", "stdev", "stdevp", "sum", "valid", "values", "variance", "variancep", "exponential", "exponentialb", ], UndefinedType, ] = Undefined, bandPosition: Union[float, UndefinedType] = Undefined, bin: Union[str, bool, dict, None, "SchemaBase", UndefinedType] = Undefined, field: Union[str, dict, "SchemaBase", UndefinedType] = Undefined, format: Union[str, dict, "SchemaBase", UndefinedType] = Undefined, formatType: Union[str, UndefinedType] = Undefined, timeUnit: Union[ dict, "SchemaBase", Literal[ "year", "quarter", "month", "week", "day", "dayofyear", "date", "hours", "minutes", "seconds", "milliseconds", ], Literal[ "utcyear", "utcquarter", "utcmonth", "utcweek", "utcday", "utcdayofyear", "utcdate", "utchours", "utcminutes", "utcseconds", "utcmilliseconds", ], Literal[ "binnedyear", "binnedyearquarter", "binnedyearquartermonth", "binnedyearmonth", "binnedyearmonthdate", "binnedyearmonthdatehours", "binnedyearmonthdatehoursminutes", "binnedyearmonthdatehoursminutesseconds", "binnedyearweek", "binnedyearweekday", "binnedyearweekdayhours", "binnedyearweekdayhoursminutes", "binnedyearweekdayhoursminutesseconds", "binnedyeardayofyear", ], Literal[ "binnedutcyear", "binnedutcyearquarter", "binnedutcyearquartermonth", "binnedutcyearmonth", "binnedutcyearmonthdate", "binnedutcyearmonthdatehours", "binnedutcyearmonthdatehoursminutes", "binnedutcyearmonthdatehoursminutesseconds", "binnedutcyearweek", "binnedutcyearweekday", "binnedutcyearweekdayhours", "binnedutcyearweekdayhoursminutes", "binnedutcyearweekdayhoursminutesseconds", "binnedutcyeardayofyear", ], Literal[ "yearquarter", "yearquartermonth", "yearmonth", "yearmonthdate", "yearmonthdatehours", "yearmonthdatehoursminutes", "yearmonthdatehoursminutesseconds", "yearweek", "yearweekday", "yearweekdayhours", "yearweekdayhoursminutes", "yearweekdayhoursminutesseconds", "yeardayofyear", "quartermonth", "monthdate", "monthdatehours", "monthdatehoursminutes", "monthdatehoursminutesseconds", "weekday", "weekdayhours", "weekdayhoursminutes", "weekdayhoursminutesseconds", "dayhours", "dayhoursminutes", "dayhoursminutesseconds", "hoursminutes", "hoursminutesseconds", "minutesseconds", "secondsmilliseconds", ], Literal[ "utcyearquarter", "utcyearquartermonth", "utcyearmonth", "utcyearmonthdate", "utcyearmonthdatehours", "utcyearmonthdatehoursminutes", "utcyearmonthdatehoursminutesseconds", "utcyearweek", "utcyearweekday", "utcyearweekdayhours", "utcyearweekdayhoursminutes", "utcyearweekdayhoursminutesseconds", "utcyeardayofyear", "utcquartermonth", "utcmonthdate", "utcmonthdatehours", "utcmonthdatehoursminutes", "utcmonthdatehoursminutesseconds", "utcweekday", "utcweeksdayhours", "utcweekdayhoursminutes", "utcweekdayhoursminutesseconds", "utcdayhours", "utcdayhoursminutes", "utcdayhoursminutesseconds", "utchoursminutes", "utchoursminutesseconds", "utcminutesseconds", "utcsecondsmilliseconds", ], UndefinedType, ] = Undefined, title: Union[str, None, "SchemaBase", Sequence[str], UndefinedType] = Undefined, type: Union[ "SchemaBase", Literal["quantitative", "ordinal", "temporal", "nominal"], UndefinedType, ] = Undefined, **kwds, ): super(StringFieldDef, self).__init__( aggregate=aggregate, bandPosition=bandPosition, bin=bin, field=field, format=format, formatType=formatType, timeUnit=timeUnit, title=title, type=type, **kwds, ) class StringFieldDefWithCondition(VegaLiteSchema): """StringFieldDefWithCondition schema wrapper Parameters ---------- shorthand : str, dict, Sequence[str], :class:`RepeatRef` shorthand for field, aggregate, and type aggregate : dict, :class:`Aggregate`, :class:`ArgmaxDef`, :class:`ArgminDef`, :class:`NonArgAggregateOp`, Literal['average', 'count', 'distinct', 'max', 'mean', 'median', 'min', 'missing', 'product', 'q1', 'q3', 'ci0', 'ci1', 'stderr', 'stdev', 'stdevp', 'sum', 'valid', 'values', 'variance', 'variancep', 'exponential', 'exponentialb'] Aggregation function for the field (e.g., ``"mean"``, ``"sum"``, ``"median"``, ``"min"``, ``"max"``, ``"count"`` ). **Default value:** ``undefined`` (None) **See also:** `aggregate `__ documentation. bandPosition : float Relative position on a band of a stacked, binned, time unit, or band scale. For example, the marks will be positioned at the beginning of the band if set to ``0``, and at the middle of the band if set to ``0.5``. bin : str, bool, dict, None, :class:`BinParams` A flag for binning a ``quantitative`` field, `an object defining binning parameters `__, or indicating that the data for ``x`` or ``y`` channel are binned before they are imported into Vega-Lite ( ``"binned"`` ). If ``true``, default `binning parameters `__ will be applied. If ``"binned"``, this indicates that the data for the ``x`` (or ``y`` ) channel are already binned. You can map the bin-start field to ``x`` (or ``y`` ) and the bin-end field to ``x2`` (or ``y2`` ). The scale and axis will be formatted similar to binning in Vega-Lite. To adjust the axis ticks based on the bin step, you can also set the axis's `tickMinStep `__ property. **Default value:** ``false`` **See also:** `bin `__ documentation. condition : dict, :class:`ConditionalValueDefstringExprRef`, :class:`ConditionalParameterValueDefstringExprRef`, :class:`ConditionalPredicateValueDefstringExprRef`, Sequence[dict, :class:`ConditionalValueDefstringExprRef`, :class:`ConditionalParameterValueDefstringExprRef`, :class:`ConditionalPredicateValueDefstringExprRef`] One or more value definition(s) with `a parameter or a test predicate `__. **Note:** A field definition's ``condition`` property can only contain `conditional value definitions `__ since Vega-Lite only allows at most one encoded field per encoding channel. field : str, dict, :class:`Field`, :class:`FieldName`, :class:`RepeatRef` **Required.** A string defining the name of the field from which to pull a data value or an object defining iterated values from the `repeat `__ operator. **See also:** `field `__ documentation. **Notes:** 1) Dots ( ``.`` ) and brackets ( ``[`` and ``]`` ) can be used to access nested objects (e.g., ``"field": "foo.bar"`` and ``"field": "foo['bar']"`` ). If field names contain dots or brackets but are not nested, you can use ``\\`` to escape dots and brackets (e.g., ``"a\\.b"`` and ``"a\\[0\\]"`` ). See more details about escaping in the `field documentation `__. 2) ``field`` is not required if ``aggregate`` is ``count``. format : str, dict, :class:`Dict` When used with the default ``"number"`` and ``"time"`` format type, the text formatting pattern for labels of guides (axes, legends, headers) and text marks. * If the format type is ``"number"`` (e.g., for quantitative fields), this is D3's `number format pattern `__. * If the format type is ``"time"`` (e.g., for temporal fields), this is D3's `time format pattern `__. See the `format documentation `__ for more examples. When used with a `custom formatType `__, this value will be passed as ``format`` alongside ``datum.value`` to the registered function. **Default value:** Derived from `numberFormat `__ config for number format and from `timeFormat `__ config for time format. formatType : str The format type for labels. One of ``"number"``, ``"time"``, or a `registered custom format type `__. **Default value:** * ``"time"`` for temporal fields and ordinal and nominal fields with ``timeUnit``. * ``"number"`` for quantitative fields as well as ordinal and nominal fields without ``timeUnit``. timeUnit : dict, :class:`TimeUnit`, :class:`MultiTimeUnit`, :class:`BinnedTimeUnit`, :class:`SingleTimeUnit`, :class:`TimeUnitParams`, :class:`UtcMultiTimeUnit`, :class:`UtcSingleTimeUnit`, :class:`LocalMultiTimeUnit`, :class:`LocalSingleTimeUnit`, Literal['year', 'quarter', 'month', 'week', 'day', 'dayofyear', 'date', 'hours', 'minutes', 'seconds', 'milliseconds'], Literal['utcyear', 'utcquarter', 'utcmonth', 'utcweek', 'utcday', 'utcdayofyear', 'utcdate', 'utchours', 'utcminutes', 'utcseconds', 'utcmilliseconds'], Literal['binnedyear', 'binnedyearquarter', 'binnedyearquartermonth', 'binnedyearmonth', 'binnedyearmonthdate', 'binnedyearmonthdatehours', 'binnedyearmonthdatehoursminutes', 'binnedyearmonthdatehoursminutesseconds', 'binnedyearweek', 'binnedyearweekday', 'binnedyearweekdayhours', 'binnedyearweekdayhoursminutes', 'binnedyearweekdayhoursminutesseconds', 'binnedyeardayofyear'], Literal['binnedutcyear', 'binnedutcyearquarter', 'binnedutcyearquartermonth', 'binnedutcyearmonth', 'binnedutcyearmonthdate', 'binnedutcyearmonthdatehours', 'binnedutcyearmonthdatehoursminutes', 'binnedutcyearmonthdatehoursminutesseconds', 'binnedutcyearweek', 'binnedutcyearweekday', 'binnedutcyearweekdayhours', 'binnedutcyearweekdayhoursminutes', 'binnedutcyearweekdayhoursminutesseconds', 'binnedutcyeardayofyear'], Literal['yearquarter', 'yearquartermonth', 'yearmonth', 'yearmonthdate', 'yearmonthdatehours', 'yearmonthdatehoursminutes', 'yearmonthdatehoursminutesseconds', 'yearweek', 'yearweekday', 'yearweekdayhours', 'yearweekdayhoursminutes', 'yearweekdayhoursminutesseconds', 'yeardayofyear', 'quartermonth', 'monthdate', 'monthdatehours', 'monthdatehoursminutes', 'monthdatehoursminutesseconds', 'weekday', 'weekdayhours', 'weekdayhoursminutes', 'weekdayhoursminutesseconds', 'dayhours', 'dayhoursminutes', 'dayhoursminutesseconds', 'hoursminutes', 'hoursminutesseconds', 'minutesseconds', 'secondsmilliseconds'], Literal['utcyearquarter', 'utcyearquartermonth', 'utcyearmonth', 'utcyearmonthdate', 'utcyearmonthdatehours', 'utcyearmonthdatehoursminutes', 'utcyearmonthdatehoursminutesseconds', 'utcyearweek', 'utcyearweekday', 'utcyearweekdayhours', 'utcyearweekdayhoursminutes', 'utcyearweekdayhoursminutesseconds', 'utcyeardayofyear', 'utcquartermonth', 'utcmonthdate', 'utcmonthdatehours', 'utcmonthdatehoursminutes', 'utcmonthdatehoursminutesseconds', 'utcweekday', 'utcweeksdayhours', 'utcweekdayhoursminutes', 'utcweekdayhoursminutesseconds', 'utcdayhours', 'utcdayhoursminutes', 'utcdayhoursminutesseconds', 'utchoursminutes', 'utchoursminutesseconds', 'utcminutesseconds', 'utcsecondsmilliseconds'] Time unit (e.g., ``year``, ``yearmonth``, ``month``, ``hours`` ) for a temporal field. or `a temporal field that gets casted as ordinal `__. **Default value:** ``undefined`` (None) **See also:** `timeUnit `__ documentation. title : str, None, :class:`Text`, Sequence[str] A title for the field. If ``null``, the title will be removed. **Default value:** derived from the field's name and transformation function ( ``aggregate``, ``bin`` and ``timeUnit`` ). If the field has an aggregate function, the function is displayed as part of the title (e.g., ``"Sum of Profit"`` ). If the field is binned or has a time unit applied, the applied function is shown in parentheses (e.g., ``"Profit (binned)"``, ``"Transaction Date (year-month)"`` ). Otherwise, the title is simply the field name. **Notes** : 1) You can customize the default field title format by providing the `fieldTitle `__ property in the `config `__ or `fieldTitle function via the compile function's options `__. 2) If both field definition's ``title`` and axis, header, or legend ``title`` are defined, axis/header/legend title will be used. type : :class:`StandardType`, Literal['quantitative', 'ordinal', 'temporal', 'nominal'] The type of measurement ( ``"quantitative"``, ``"temporal"``, ``"ordinal"``, or ``"nominal"`` ) for the encoded field or constant value ( ``datum`` ). It can also be a ``"geojson"`` type for encoding `'geoshape' `__. Vega-Lite automatically infers data types in many cases as discussed below. However, type is required for a field if: (1) the field is not nominal and the field encoding has no specified ``aggregate`` (except ``argmin`` and ``argmax`` ), ``bin``, scale type, custom ``sort`` order, nor ``timeUnit`` or (2) if you wish to use an ordinal scale for a field with ``bin`` or ``timeUnit``. **Default value:** 1) For a data ``field``, ``"nominal"`` is the default data type unless the field encoding has ``aggregate``, ``channel``, ``bin``, scale type, ``sort``, or ``timeUnit`` that satisfies the following criteria: * ``"quantitative"`` is the default type if (1) the encoded field contains ``bin`` or ``aggregate`` except ``"argmin"`` and ``"argmax"``, (2) the encoding channel is ``latitude`` or ``longitude`` channel or (3) if the specified scale type is `a quantitative scale `__. * ``"temporal"`` is the default type if (1) the encoded field contains ``timeUnit`` or (2) the specified scale type is a time or utc scale * ``"ordinal"`` is the default type if (1) the encoded field contains a `custom sort order `__, (2) the specified scale type is an ordinal/point/band scale, or (3) the encoding channel is ``order``. 2) For a constant value in data domain ( ``datum`` ): * ``"quantitative"`` if the datum is a number * ``"nominal"`` if the datum is a string * ``"temporal"`` if the datum is `a date time object `__ **Note:** * Data ``type`` describes the semantics of the data rather than the primitive data types (number, string, etc.). The same primitive data type can have different types of measurement. For example, numeric data can represent quantitative, ordinal, or nominal data. * Data values for a temporal field can be either a date-time string (e.g., ``"2015-03-07 12:32:17"``, ``"17:01"``, ``"2015-03-16"``. ``"2015"`` ) or a timestamp number (e.g., ``1552199579097`` ). * When using with `bin `__, the ``type`` property can be either ``"quantitative"`` (for using a linear bin scale) or `"ordinal" (for using an ordinal bin scale) `__. * When using with `timeUnit `__, the ``type`` property can be either ``"temporal"`` (default, for using a temporal scale) or `"ordinal" (for using an ordinal scale) `__. * When using with `aggregate `__, the ``type`` property refers to the post-aggregation data type. For example, we can calculate count ``distinct`` of a categorical field ``"cat"`` using ``{"aggregate": "distinct", "field": "cat"}``. The ``"type"`` of the aggregate output is ``"quantitative"``. * Secondary channels (e.g., ``x2``, ``y2``, ``xError``, ``yError`` ) do not have ``type`` as they must have exactly the same type as their primary channels (e.g., ``x``, ``y`` ). **See also:** `type `__ documentation. """ _schema = {"$ref": "#/definitions/StringFieldDefWithCondition"} def __init__( self, shorthand: Union[ str, dict, "SchemaBase", Sequence[str], UndefinedType ] = Undefined, aggregate: Union[ dict, "SchemaBase", Literal[ "average", "count", "distinct", "max", "mean", "median", "min", "missing", "product", "q1", "q3", "ci0", "ci1", "stderr", "stdev", "stdevp", "sum", "valid", "values", "variance", "variancep", "exponential", "exponentialb", ], UndefinedType, ] = Undefined, bandPosition: Union[float, UndefinedType] = Undefined, bin: Union[str, bool, dict, None, "SchemaBase", UndefinedType] = Undefined, condition: Union[ dict, "SchemaBase", Sequence[Union[dict, "SchemaBase"]], UndefinedType ] = Undefined, field: Union[str, dict, "SchemaBase", UndefinedType] = Undefined, format: Union[str, dict, "SchemaBase", UndefinedType] = Undefined, formatType: Union[str, UndefinedType] = Undefined, timeUnit: Union[ dict, "SchemaBase", Literal[ "year", "quarter", "month", "week", "day", "dayofyear", "date", "hours", "minutes", "seconds", "milliseconds", ], Literal[ "utcyear", "utcquarter", "utcmonth", "utcweek", "utcday", "utcdayofyear", "utcdate", "utchours", "utcminutes", "utcseconds", "utcmilliseconds", ], Literal[ "binnedyear", "binnedyearquarter", "binnedyearquartermonth", "binnedyearmonth", "binnedyearmonthdate", "binnedyearmonthdatehours", "binnedyearmonthdatehoursminutes", "binnedyearmonthdatehoursminutesseconds", "binnedyearweek", "binnedyearweekday", "binnedyearweekdayhours", "binnedyearweekdayhoursminutes", "binnedyearweekdayhoursminutesseconds", "binnedyeardayofyear", ], Literal[ "binnedutcyear", "binnedutcyearquarter", "binnedutcyearquartermonth", "binnedutcyearmonth", "binnedutcyearmonthdate", "binnedutcyearmonthdatehours", "binnedutcyearmonthdatehoursminutes", "binnedutcyearmonthdatehoursminutesseconds", "binnedutcyearweek", "binnedutcyearweekday", "binnedutcyearweekdayhours", "binnedutcyearweekdayhoursminutes", "binnedutcyearweekdayhoursminutesseconds", "binnedutcyeardayofyear", ], Literal[ "yearquarter", "yearquartermonth", "yearmonth", "yearmonthdate", "yearmonthdatehours", "yearmonthdatehoursminutes", "yearmonthdatehoursminutesseconds", "yearweek", "yearweekday", "yearweekdayhours", "yearweekdayhoursminutes", "yearweekdayhoursminutesseconds", "yeardayofyear", "quartermonth", "monthdate", "monthdatehours", "monthdatehoursminutes", "monthdatehoursminutesseconds", "weekday", "weekdayhours", "weekdayhoursminutes", "weekdayhoursminutesseconds", "dayhours", "dayhoursminutes", "dayhoursminutesseconds", "hoursminutes", "hoursminutesseconds", "minutesseconds", "secondsmilliseconds", ], Literal[ "utcyearquarter", "utcyearquartermonth", "utcyearmonth", "utcyearmonthdate", "utcyearmonthdatehours", "utcyearmonthdatehoursminutes", "utcyearmonthdatehoursminutesseconds", "utcyearweek", "utcyearweekday", "utcyearweekdayhours", "utcyearweekdayhoursminutes", "utcyearweekdayhoursminutesseconds", "utcyeardayofyear", "utcquartermonth", "utcmonthdate", "utcmonthdatehours", "utcmonthdatehoursminutes", "utcmonthdatehoursminutesseconds", "utcweekday", "utcweeksdayhours", "utcweekdayhoursminutes", "utcweekdayhoursminutesseconds", "utcdayhours", "utcdayhoursminutes", "utcdayhoursminutesseconds", "utchoursminutes", "utchoursminutesseconds", "utcminutesseconds", "utcsecondsmilliseconds", ], UndefinedType, ] = Undefined, title: Union[str, None, "SchemaBase", Sequence[str], UndefinedType] = Undefined, type: Union[ "SchemaBase", Literal["quantitative", "ordinal", "temporal", "nominal"], UndefinedType, ] = Undefined, **kwds, ): super(StringFieldDefWithCondition, self).__init__( shorthand=shorthand, aggregate=aggregate, bandPosition=bandPosition, bin=bin, condition=condition, field=field, format=format, formatType=formatType, timeUnit=timeUnit, title=title, type=type, **kwds, ) class StringValueDefWithCondition(VegaLiteSchema): """StringValueDefWithCondition schema wrapper Parameters ---------- condition : dict, :class:`ConditionalMarkPropFieldOrDatumDef`, :class:`ConditionalValueDefstringnullExprRef`, :class:`ConditionalParameterMarkPropFieldOrDatumDef`, :class:`ConditionalPredicateMarkPropFieldOrDatumDef`, :class:`ConditionalParameterValueDefstringnullExprRef`, :class:`ConditionalPredicateValueDefstringnullExprRef`, Sequence[dict, :class:`ConditionalValueDefstringnullExprRef`, :class:`ConditionalParameterValueDefstringnullExprRef`, :class:`ConditionalPredicateValueDefstringnullExprRef`] A field definition or one or more value definition(s) with a parameter predicate. value : str, dict, None, :class:`ExprRef` A constant value in visual domain (e.g., ``"red"`` / ``"#0099ff"`` / `gradient definition `__ for color, values between ``0`` to ``1`` for opacity). """ _schema = {"$ref": "#/definitions/StringValueDefWithCondition"} def __init__( self, condition: Union[ dict, "SchemaBase", Sequence[Union[dict, "SchemaBase"]], UndefinedType ] = Undefined, value: Union[ str, dict, None, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, **kwds, ): super(StringValueDefWithCondition, self).__init__( condition=condition, value=value, **kwds ) class StrokeCap(VegaLiteSchema): """StrokeCap schema wrapper""" _schema = {"$ref": "#/definitions/StrokeCap"} def __init__(self, *args): super(StrokeCap, self).__init__(*args) class StrokeJoin(VegaLiteSchema): """StrokeJoin schema wrapper""" _schema = {"$ref": "#/definitions/StrokeJoin"} def __init__(self, *args): super(StrokeJoin, self).__init__(*args) class StyleConfigIndex(VegaLiteSchema): """StyleConfigIndex schema wrapper Parameters ---------- arc : dict, :class:`RectConfig` Arc-specific Config area : dict, :class:`AreaConfig` Area-Specific Config bar : dict, :class:`BarConfig` Bar-Specific Config circle : dict, :class:`MarkConfig` Circle-Specific Config geoshape : dict, :class:`MarkConfig` Geoshape-Specific Config image : dict, :class:`RectConfig` Image-specific Config line : dict, :class:`LineConfig` Line-Specific Config mark : dict, :class:`MarkConfig` Mark Config point : dict, :class:`MarkConfig` Point-Specific Config rect : dict, :class:`RectConfig` Rect-Specific Config rule : dict, :class:`MarkConfig` Rule-Specific Config square : dict, :class:`MarkConfig` Square-Specific Config text : dict, :class:`MarkConfig` Text-Specific Config tick : dict, :class:`TickConfig` Tick-Specific Config trail : dict, :class:`LineConfig` Trail-Specific Config group-subtitle : dict, :class:`MarkConfig` Default style for chart subtitles group-title : dict, :class:`MarkConfig` Default style for chart titles guide-label : dict, :class:`MarkConfig` Default style for axis, legend, and header labels. guide-title : dict, :class:`MarkConfig` Default style for axis, legend, and header titles. """ _schema = {"$ref": "#/definitions/StyleConfigIndex"} def __init__( self, arc: Union[dict, "SchemaBase", UndefinedType] = Undefined, area: Union[dict, "SchemaBase", UndefinedType] = Undefined, bar: Union[dict, "SchemaBase", UndefinedType] = Undefined, circle: Union[dict, "SchemaBase", UndefinedType] = Undefined, geoshape: Union[dict, "SchemaBase", UndefinedType] = Undefined, image: Union[dict, "SchemaBase", UndefinedType] = Undefined, line: Union[dict, "SchemaBase", UndefinedType] = Undefined, mark: Union[dict, "SchemaBase", UndefinedType] = Undefined, point: Union[dict, "SchemaBase", UndefinedType] = Undefined, rect: Union[dict, "SchemaBase", UndefinedType] = Undefined, rule: Union[dict, "SchemaBase", UndefinedType] = Undefined, square: Union[dict, "SchemaBase", UndefinedType] = Undefined, text: Union[dict, "SchemaBase", UndefinedType] = Undefined, tick: Union[dict, "SchemaBase", UndefinedType] = Undefined, trail: Union[dict, "SchemaBase", UndefinedType] = Undefined, **kwds, ): super(StyleConfigIndex, self).__init__( arc=arc, area=area, bar=bar, circle=circle, geoshape=geoshape, image=image, line=line, mark=mark, point=point, rect=rect, rule=rule, square=square, text=text, tick=tick, trail=trail, **kwds, ) class SymbolShape(VegaLiteSchema): """SymbolShape schema wrapper""" _schema = {"$ref": "#/definitions/SymbolShape"} def __init__(self, *args): super(SymbolShape, self).__init__(*args) class Text(VegaLiteSchema): """Text schema wrapper""" _schema = {"$ref": "#/definitions/Text"} def __init__(self, *args, **kwds): super(Text, self).__init__(*args, **kwds) class TextBaseline(VegaLiteSchema): """TextBaseline schema wrapper""" _schema = {"$ref": "#/definitions/TextBaseline"} def __init__(self, *args, **kwds): super(TextBaseline, self).__init__(*args, **kwds) class Baseline(TextBaseline): """Baseline schema wrapper""" _schema = {"$ref": "#/definitions/Baseline"} def __init__(self, *args): super(Baseline, self).__init__(*args) class TextDef(VegaLiteSchema): """TextDef schema wrapper""" _schema = {"$ref": "#/definitions/TextDef"} def __init__(self, *args, **kwds): super(TextDef, self).__init__(*args, **kwds) class FieldOrDatumDefWithConditionStringDatumDefText(TextDef): """FieldOrDatumDefWithConditionStringDatumDefText schema wrapper Parameters ---------- bandPosition : float Relative position on a band of a stacked, binned, time unit, or band scale. For example, the marks will be positioned at the beginning of the band if set to ``0``, and at the middle of the band if set to ``0.5``. condition : dict, :class:`ConditionalValueDefTextExprRef`, :class:`ConditionalParameterValueDefTextExprRef`, :class:`ConditionalPredicateValueDefTextExprRef`, Sequence[dict, :class:`ConditionalValueDefTextExprRef`, :class:`ConditionalParameterValueDefTextExprRef`, :class:`ConditionalPredicateValueDefTextExprRef`] One or more value definition(s) with `a parameter or a test predicate `__. **Note:** A field definition's ``condition`` property can only contain `conditional value definitions `__ since Vega-Lite only allows at most one encoded field per encoding channel. datum : str, bool, dict, None, float, :class:`ExprRef`, :class:`DateTime`, :class:`RepeatRef`, :class:`PrimitiveValue` A constant value in data domain. format : str, dict, :class:`Dict` When used with the default ``"number"`` and ``"time"`` format type, the text formatting pattern for labels of guides (axes, legends, headers) and text marks. * If the format type is ``"number"`` (e.g., for quantitative fields), this is D3's `number format pattern `__. * If the format type is ``"time"`` (e.g., for temporal fields), this is D3's `time format pattern `__. See the `format documentation `__ for more examples. When used with a `custom formatType `__, this value will be passed as ``format`` alongside ``datum.value`` to the registered function. **Default value:** Derived from `numberFormat `__ config for number format and from `timeFormat `__ config for time format. formatType : str The format type for labels. One of ``"number"``, ``"time"``, or a `registered custom format type `__. **Default value:** * ``"time"`` for temporal fields and ordinal and nominal fields with ``timeUnit``. * ``"number"`` for quantitative fields as well as ordinal and nominal fields without ``timeUnit``. title : str, None, :class:`Text`, Sequence[str] A title for the field. If ``null``, the title will be removed. **Default value:** derived from the field's name and transformation function ( ``aggregate``, ``bin`` and ``timeUnit`` ). If the field has an aggregate function, the function is displayed as part of the title (e.g., ``"Sum of Profit"`` ). If the field is binned or has a time unit applied, the applied function is shown in parentheses (e.g., ``"Profit (binned)"``, ``"Transaction Date (year-month)"`` ). Otherwise, the title is simply the field name. **Notes** : 1) You can customize the default field title format by providing the `fieldTitle `__ property in the `config `__ or `fieldTitle function via the compile function's options `__. 2) If both field definition's ``title`` and axis, header, or legend ``title`` are defined, axis/header/legend title will be used. type : :class:`Type`, Literal['quantitative', 'ordinal', 'temporal', 'nominal', 'geojson'] The type of measurement ( ``"quantitative"``, ``"temporal"``, ``"ordinal"``, or ``"nominal"`` ) for the encoded field or constant value ( ``datum`` ). It can also be a ``"geojson"`` type for encoding `'geoshape' `__. Vega-Lite automatically infers data types in many cases as discussed below. However, type is required for a field if: (1) the field is not nominal and the field encoding has no specified ``aggregate`` (except ``argmin`` and ``argmax`` ), ``bin``, scale type, custom ``sort`` order, nor ``timeUnit`` or (2) if you wish to use an ordinal scale for a field with ``bin`` or ``timeUnit``. **Default value:** 1) For a data ``field``, ``"nominal"`` is the default data type unless the field encoding has ``aggregate``, ``channel``, ``bin``, scale type, ``sort``, or ``timeUnit`` that satisfies the following criteria: * ``"quantitative"`` is the default type if (1) the encoded field contains ``bin`` or ``aggregate`` except ``"argmin"`` and ``"argmax"``, (2) the encoding channel is ``latitude`` or ``longitude`` channel or (3) if the specified scale type is `a quantitative scale `__. * ``"temporal"`` is the default type if (1) the encoded field contains ``timeUnit`` or (2) the specified scale type is a time or utc scale * ``"ordinal"`` is the default type if (1) the encoded field contains a `custom sort order `__, (2) the specified scale type is an ordinal/point/band scale, or (3) the encoding channel is ``order``. 2) For a constant value in data domain ( ``datum`` ): * ``"quantitative"`` if the datum is a number * ``"nominal"`` if the datum is a string * ``"temporal"`` if the datum is `a date time object `__ **Note:** * Data ``type`` describes the semantics of the data rather than the primitive data types (number, string, etc.). The same primitive data type can have different types of measurement. For example, numeric data can represent quantitative, ordinal, or nominal data. * Data values for a temporal field can be either a date-time string (e.g., ``"2015-03-07 12:32:17"``, ``"17:01"``, ``"2015-03-16"``. ``"2015"`` ) or a timestamp number (e.g., ``1552199579097`` ). * When using with `bin `__, the ``type`` property can be either ``"quantitative"`` (for using a linear bin scale) or `"ordinal" (for using an ordinal bin scale) `__. * When using with `timeUnit `__, the ``type`` property can be either ``"temporal"`` (default, for using a temporal scale) or `"ordinal" (for using an ordinal scale) `__. * When using with `aggregate `__, the ``type`` property refers to the post-aggregation data type. For example, we can calculate count ``distinct`` of a categorical field ``"cat"`` using ``{"aggregate": "distinct", "field": "cat"}``. The ``"type"`` of the aggregate output is ``"quantitative"``. * Secondary channels (e.g., ``x2``, ``y2``, ``xError``, ``yError`` ) do not have ``type`` as they must have exactly the same type as their primary channels (e.g., ``x``, ``y`` ). **See also:** `type `__ documentation. """ _schema = { "$ref": "#/definitions/FieldOrDatumDefWithCondition" } def __init__( self, bandPosition: Union[float, UndefinedType] = Undefined, condition: Union[ dict, "SchemaBase", Sequence[Union[dict, "SchemaBase"]], UndefinedType ] = Undefined, datum: Union[ str, bool, dict, None, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, format: Union[str, dict, "SchemaBase", UndefinedType] = Undefined, formatType: Union[str, UndefinedType] = Undefined, title: Union[str, None, "SchemaBase", Sequence[str], UndefinedType] = Undefined, type: Union[ "SchemaBase", Literal["quantitative", "ordinal", "temporal", "nominal", "geojson"], UndefinedType, ] = Undefined, **kwds, ): super(FieldOrDatumDefWithConditionStringDatumDefText, self).__init__( bandPosition=bandPosition, condition=condition, datum=datum, format=format, formatType=formatType, title=title, type=type, **kwds, ) class FieldOrDatumDefWithConditionStringFieldDefText(TextDef): """FieldOrDatumDefWithConditionStringFieldDefText schema wrapper Parameters ---------- shorthand : str, dict, Sequence[str], :class:`RepeatRef` shorthand for field, aggregate, and type aggregate : dict, :class:`Aggregate`, :class:`ArgmaxDef`, :class:`ArgminDef`, :class:`NonArgAggregateOp`, Literal['average', 'count', 'distinct', 'max', 'mean', 'median', 'min', 'missing', 'product', 'q1', 'q3', 'ci0', 'ci1', 'stderr', 'stdev', 'stdevp', 'sum', 'valid', 'values', 'variance', 'variancep', 'exponential', 'exponentialb'] Aggregation function for the field (e.g., ``"mean"``, ``"sum"``, ``"median"``, ``"min"``, ``"max"``, ``"count"`` ). **Default value:** ``undefined`` (None) **See also:** `aggregate `__ documentation. bandPosition : float Relative position on a band of a stacked, binned, time unit, or band scale. For example, the marks will be positioned at the beginning of the band if set to ``0``, and at the middle of the band if set to ``0.5``. bin : str, bool, dict, None, :class:`BinParams` A flag for binning a ``quantitative`` field, `an object defining binning parameters `__, or indicating that the data for ``x`` or ``y`` channel are binned before they are imported into Vega-Lite ( ``"binned"`` ). If ``true``, default `binning parameters `__ will be applied. If ``"binned"``, this indicates that the data for the ``x`` (or ``y`` ) channel are already binned. You can map the bin-start field to ``x`` (or ``y`` ) and the bin-end field to ``x2`` (or ``y2`` ). The scale and axis will be formatted similar to binning in Vega-Lite. To adjust the axis ticks based on the bin step, you can also set the axis's `tickMinStep `__ property. **Default value:** ``false`` **See also:** `bin `__ documentation. condition : dict, :class:`ConditionalValueDefTextExprRef`, :class:`ConditionalParameterValueDefTextExprRef`, :class:`ConditionalPredicateValueDefTextExprRef`, Sequence[dict, :class:`ConditionalValueDefTextExprRef`, :class:`ConditionalParameterValueDefTextExprRef`, :class:`ConditionalPredicateValueDefTextExprRef`] One or more value definition(s) with `a parameter or a test predicate `__. **Note:** A field definition's ``condition`` property can only contain `conditional value definitions `__ since Vega-Lite only allows at most one encoded field per encoding channel. field : str, dict, :class:`Field`, :class:`FieldName`, :class:`RepeatRef` **Required.** A string defining the name of the field from which to pull a data value or an object defining iterated values from the `repeat `__ operator. **See also:** `field `__ documentation. **Notes:** 1) Dots ( ``.`` ) and brackets ( ``[`` and ``]`` ) can be used to access nested objects (e.g., ``"field": "foo.bar"`` and ``"field": "foo['bar']"`` ). If field names contain dots or brackets but are not nested, you can use ``\\`` to escape dots and brackets (e.g., ``"a\\.b"`` and ``"a\\[0\\]"`` ). See more details about escaping in the `field documentation `__. 2) ``field`` is not required if ``aggregate`` is ``count``. format : str, dict, :class:`Dict` When used with the default ``"number"`` and ``"time"`` format type, the text formatting pattern for labels of guides (axes, legends, headers) and text marks. * If the format type is ``"number"`` (e.g., for quantitative fields), this is D3's `number format pattern `__. * If the format type is ``"time"`` (e.g., for temporal fields), this is D3's `time format pattern `__. See the `format documentation `__ for more examples. When used with a `custom formatType `__, this value will be passed as ``format`` alongside ``datum.value`` to the registered function. **Default value:** Derived from `numberFormat `__ config for number format and from `timeFormat `__ config for time format. formatType : str The format type for labels. One of ``"number"``, ``"time"``, or a `registered custom format type `__. **Default value:** * ``"time"`` for temporal fields and ordinal and nominal fields with ``timeUnit``. * ``"number"`` for quantitative fields as well as ordinal and nominal fields without ``timeUnit``. timeUnit : dict, :class:`TimeUnit`, :class:`MultiTimeUnit`, :class:`BinnedTimeUnit`, :class:`SingleTimeUnit`, :class:`TimeUnitParams`, :class:`UtcMultiTimeUnit`, :class:`UtcSingleTimeUnit`, :class:`LocalMultiTimeUnit`, :class:`LocalSingleTimeUnit`, Literal['year', 'quarter', 'month', 'week', 'day', 'dayofyear', 'date', 'hours', 'minutes', 'seconds', 'milliseconds'], Literal['utcyear', 'utcquarter', 'utcmonth', 'utcweek', 'utcday', 'utcdayofyear', 'utcdate', 'utchours', 'utcminutes', 'utcseconds', 'utcmilliseconds'], Literal['binnedyear', 'binnedyearquarter', 'binnedyearquartermonth', 'binnedyearmonth', 'binnedyearmonthdate', 'binnedyearmonthdatehours', 'binnedyearmonthdatehoursminutes', 'binnedyearmonthdatehoursminutesseconds', 'binnedyearweek', 'binnedyearweekday', 'binnedyearweekdayhours', 'binnedyearweekdayhoursminutes', 'binnedyearweekdayhoursminutesseconds', 'binnedyeardayofyear'], Literal['binnedutcyear', 'binnedutcyearquarter', 'binnedutcyearquartermonth', 'binnedutcyearmonth', 'binnedutcyearmonthdate', 'binnedutcyearmonthdatehours', 'binnedutcyearmonthdatehoursminutes', 'binnedutcyearmonthdatehoursminutesseconds', 'binnedutcyearweek', 'binnedutcyearweekday', 'binnedutcyearweekdayhours', 'binnedutcyearweekdayhoursminutes', 'binnedutcyearweekdayhoursminutesseconds', 'binnedutcyeardayofyear'], Literal['yearquarter', 'yearquartermonth', 'yearmonth', 'yearmonthdate', 'yearmonthdatehours', 'yearmonthdatehoursminutes', 'yearmonthdatehoursminutesseconds', 'yearweek', 'yearweekday', 'yearweekdayhours', 'yearweekdayhoursminutes', 'yearweekdayhoursminutesseconds', 'yeardayofyear', 'quartermonth', 'monthdate', 'monthdatehours', 'monthdatehoursminutes', 'monthdatehoursminutesseconds', 'weekday', 'weekdayhours', 'weekdayhoursminutes', 'weekdayhoursminutesseconds', 'dayhours', 'dayhoursminutes', 'dayhoursminutesseconds', 'hoursminutes', 'hoursminutesseconds', 'minutesseconds', 'secondsmilliseconds'], Literal['utcyearquarter', 'utcyearquartermonth', 'utcyearmonth', 'utcyearmonthdate', 'utcyearmonthdatehours', 'utcyearmonthdatehoursminutes', 'utcyearmonthdatehoursminutesseconds', 'utcyearweek', 'utcyearweekday', 'utcyearweekdayhours', 'utcyearweekdayhoursminutes', 'utcyearweekdayhoursminutesseconds', 'utcyeardayofyear', 'utcquartermonth', 'utcmonthdate', 'utcmonthdatehours', 'utcmonthdatehoursminutes', 'utcmonthdatehoursminutesseconds', 'utcweekday', 'utcweeksdayhours', 'utcweekdayhoursminutes', 'utcweekdayhoursminutesseconds', 'utcdayhours', 'utcdayhoursminutes', 'utcdayhoursminutesseconds', 'utchoursminutes', 'utchoursminutesseconds', 'utcminutesseconds', 'utcsecondsmilliseconds'] Time unit (e.g., ``year``, ``yearmonth``, ``month``, ``hours`` ) for a temporal field. or `a temporal field that gets casted as ordinal `__. **Default value:** ``undefined`` (None) **See also:** `timeUnit `__ documentation. title : str, None, :class:`Text`, Sequence[str] A title for the field. If ``null``, the title will be removed. **Default value:** derived from the field's name and transformation function ( ``aggregate``, ``bin`` and ``timeUnit`` ). If the field has an aggregate function, the function is displayed as part of the title (e.g., ``"Sum of Profit"`` ). If the field is binned or has a time unit applied, the applied function is shown in parentheses (e.g., ``"Profit (binned)"``, ``"Transaction Date (year-month)"`` ). Otherwise, the title is simply the field name. **Notes** : 1) You can customize the default field title format by providing the `fieldTitle `__ property in the `config `__ or `fieldTitle function via the compile function's options `__. 2) If both field definition's ``title`` and axis, header, or legend ``title`` are defined, axis/header/legend title will be used. type : :class:`StandardType`, Literal['quantitative', 'ordinal', 'temporal', 'nominal'] The type of measurement ( ``"quantitative"``, ``"temporal"``, ``"ordinal"``, or ``"nominal"`` ) for the encoded field or constant value ( ``datum`` ). It can also be a ``"geojson"`` type for encoding `'geoshape' `__. Vega-Lite automatically infers data types in many cases as discussed below. However, type is required for a field if: (1) the field is not nominal and the field encoding has no specified ``aggregate`` (except ``argmin`` and ``argmax`` ), ``bin``, scale type, custom ``sort`` order, nor ``timeUnit`` or (2) if you wish to use an ordinal scale for a field with ``bin`` or ``timeUnit``. **Default value:** 1) For a data ``field``, ``"nominal"`` is the default data type unless the field encoding has ``aggregate``, ``channel``, ``bin``, scale type, ``sort``, or ``timeUnit`` that satisfies the following criteria: * ``"quantitative"`` is the default type if (1) the encoded field contains ``bin`` or ``aggregate`` except ``"argmin"`` and ``"argmax"``, (2) the encoding channel is ``latitude`` or ``longitude`` channel or (3) if the specified scale type is `a quantitative scale `__. * ``"temporal"`` is the default type if (1) the encoded field contains ``timeUnit`` or (2) the specified scale type is a time or utc scale * ``"ordinal"`` is the default type if (1) the encoded field contains a `custom sort order `__, (2) the specified scale type is an ordinal/point/band scale, or (3) the encoding channel is ``order``. 2) For a constant value in data domain ( ``datum`` ): * ``"quantitative"`` if the datum is a number * ``"nominal"`` if the datum is a string * ``"temporal"`` if the datum is `a date time object `__ **Note:** * Data ``type`` describes the semantics of the data rather than the primitive data types (number, string, etc.). The same primitive data type can have different types of measurement. For example, numeric data can represent quantitative, ordinal, or nominal data. * Data values for a temporal field can be either a date-time string (e.g., ``"2015-03-07 12:32:17"``, ``"17:01"``, ``"2015-03-16"``. ``"2015"`` ) or a timestamp number (e.g., ``1552199579097`` ). * When using with `bin `__, the ``type`` property can be either ``"quantitative"`` (for using a linear bin scale) or `"ordinal" (for using an ordinal bin scale) `__. * When using with `timeUnit `__, the ``type`` property can be either ``"temporal"`` (default, for using a temporal scale) or `"ordinal" (for using an ordinal scale) `__. * When using with `aggregate `__, the ``type`` property refers to the post-aggregation data type. For example, we can calculate count ``distinct`` of a categorical field ``"cat"`` using ``{"aggregate": "distinct", "field": "cat"}``. The ``"type"`` of the aggregate output is ``"quantitative"``. * Secondary channels (e.g., ``x2``, ``y2``, ``xError``, ``yError`` ) do not have ``type`` as they must have exactly the same type as their primary channels (e.g., ``x``, ``y`` ). **See also:** `type `__ documentation. """ _schema = { "$ref": "#/definitions/FieldOrDatumDefWithCondition" } def __init__( self, shorthand: Union[ str, dict, "SchemaBase", Sequence[str], UndefinedType ] = Undefined, aggregate: Union[ dict, "SchemaBase", Literal[ "average", "count", "distinct", "max", "mean", "median", "min", "missing", "product", "q1", "q3", "ci0", "ci1", "stderr", "stdev", "stdevp", "sum", "valid", "values", "variance", "variancep", "exponential", "exponentialb", ], UndefinedType, ] = Undefined, bandPosition: Union[float, UndefinedType] = Undefined, bin: Union[str, bool, dict, None, "SchemaBase", UndefinedType] = Undefined, condition: Union[ dict, "SchemaBase", Sequence[Union[dict, "SchemaBase"]], UndefinedType ] = Undefined, field: Union[str, dict, "SchemaBase", UndefinedType] = Undefined, format: Union[str, dict, "SchemaBase", UndefinedType] = Undefined, formatType: Union[str, UndefinedType] = Undefined, timeUnit: Union[ dict, "SchemaBase", Literal[ "year", "quarter", "month", "week", "day", "dayofyear", "date", "hours", "minutes", "seconds", "milliseconds", ], Literal[ "utcyear", "utcquarter", "utcmonth", "utcweek", "utcday", "utcdayofyear", "utcdate", "utchours", "utcminutes", "utcseconds", "utcmilliseconds", ], Literal[ "binnedyear", "binnedyearquarter", "binnedyearquartermonth", "binnedyearmonth", "binnedyearmonthdate", "binnedyearmonthdatehours", "binnedyearmonthdatehoursminutes", "binnedyearmonthdatehoursminutesseconds", "binnedyearweek", "binnedyearweekday", "binnedyearweekdayhours", "binnedyearweekdayhoursminutes", "binnedyearweekdayhoursminutesseconds", "binnedyeardayofyear", ], Literal[ "binnedutcyear", "binnedutcyearquarter", "binnedutcyearquartermonth", "binnedutcyearmonth", "binnedutcyearmonthdate", "binnedutcyearmonthdatehours", "binnedutcyearmonthdatehoursminutes", "binnedutcyearmonthdatehoursminutesseconds", "binnedutcyearweek", "binnedutcyearweekday", "binnedutcyearweekdayhours", "binnedutcyearweekdayhoursminutes", "binnedutcyearweekdayhoursminutesseconds", "binnedutcyeardayofyear", ], Literal[ "yearquarter", "yearquartermonth", "yearmonth", "yearmonthdate", "yearmonthdatehours", "yearmonthdatehoursminutes", "yearmonthdatehoursminutesseconds", "yearweek", "yearweekday", "yearweekdayhours", "yearweekdayhoursminutes", "yearweekdayhoursminutesseconds", "yeardayofyear", "quartermonth", "monthdate", "monthdatehours", "monthdatehoursminutes", "monthdatehoursminutesseconds", "weekday", "weekdayhours", "weekdayhoursminutes", "weekdayhoursminutesseconds", "dayhours", "dayhoursminutes", "dayhoursminutesseconds", "hoursminutes", "hoursminutesseconds", "minutesseconds", "secondsmilliseconds", ], Literal[ "utcyearquarter", "utcyearquartermonth", "utcyearmonth", "utcyearmonthdate", "utcyearmonthdatehours", "utcyearmonthdatehoursminutes", "utcyearmonthdatehoursminutesseconds", "utcyearweek", "utcyearweekday", "utcyearweekdayhours", "utcyearweekdayhoursminutes", "utcyearweekdayhoursminutesseconds", "utcyeardayofyear", "utcquartermonth", "utcmonthdate", "utcmonthdatehours", "utcmonthdatehoursminutes", "utcmonthdatehoursminutesseconds", "utcweekday", "utcweeksdayhours", "utcweekdayhoursminutes", "utcweekdayhoursminutesseconds", "utcdayhours", "utcdayhoursminutes", "utcdayhoursminutesseconds", "utchoursminutes", "utchoursminutesseconds", "utcminutesseconds", "utcsecondsmilliseconds", ], UndefinedType, ] = Undefined, title: Union[str, None, "SchemaBase", Sequence[str], UndefinedType] = Undefined, type: Union[ "SchemaBase", Literal["quantitative", "ordinal", "temporal", "nominal"], UndefinedType, ] = Undefined, **kwds, ): super(FieldOrDatumDefWithConditionStringFieldDefText, self).__init__( shorthand=shorthand, aggregate=aggregate, bandPosition=bandPosition, bin=bin, condition=condition, field=field, format=format, formatType=formatType, timeUnit=timeUnit, title=title, type=type, **kwds, ) class TextDirection(VegaLiteSchema): """TextDirection schema wrapper""" _schema = {"$ref": "#/definitions/TextDirection"} def __init__(self, *args): super(TextDirection, self).__init__(*args) class TickConfig(AnyMarkConfig): """TickConfig schema wrapper Parameters ---------- align : dict, :class:`Align`, :class:`ExprRef`, Literal['left', 'center', 'right'] The horizontal alignment of the text or ranged marks (area, bar, image, rect, rule). One of ``"left"``, ``"right"``, ``"center"``. **Note:** Expression reference is *not* supported for range marks. angle : dict, float, :class:`ExprRef` The rotation angle of the text, in degrees. aria : bool, dict, :class:`ExprRef` A boolean flag indicating if `ARIA attributes `__ should be included (SVG output only). If ``false``, the "aria-hidden" attribute will be set on the output SVG element, removing the mark item from the ARIA accessibility tree. ariaRole : str, dict, :class:`ExprRef` Sets the type of user interface element of the mark item for `ARIA accessibility `__ (SVG output only). If specified, this property determines the "role" attribute. Warning: this property is experimental and may be changed in the future. ariaRoleDescription : str, dict, :class:`ExprRef` A human-readable, author-localized description for the role of the mark item for `ARIA accessibility `__ (SVG output only). If specified, this property determines the "aria-roledescription" attribute. Warning: this property is experimental and may be changed in the future. aspect : bool, dict, :class:`ExprRef` Whether to keep aspect ratio of image marks. bandSize : float The width of the ticks. **Default value:** 3/4 of step (width step for horizontal ticks and height step for vertical ticks). baseline : str, dict, :class:`ExprRef`, :class:`Baseline`, :class:`TextBaseline`, Literal['top', 'middle', 'bottom'] For text marks, the vertical text baseline. One of ``"alphabetic"`` (default), ``"top"``, ``"middle"``, ``"bottom"``, ``"line-top"``, ``"line-bottom"``, or an expression reference that provides one of the valid values. The ``"line-top"`` and ``"line-bottom"`` values operate similarly to ``"top"`` and ``"bottom"``, but are calculated relative to the ``lineHeight`` rather than ``fontSize`` alone. For range marks, the vertical alignment of the marks. One of ``"top"``, ``"middle"``, ``"bottom"``. **Note:** Expression reference is *not* supported for range marks. blend : dict, :class:`Blend`, :class:`ExprRef`, Literal[None, 'multiply', 'screen', 'overlay', 'darken', 'lighten', 'color-dodge', 'color-burn', 'hard-light', 'soft-light', 'difference', 'exclusion', 'hue', 'saturation', 'color', 'luminosity'] The color blend mode for drawing an item on its current background. Any valid `CSS mix-blend-mode `__ value can be used. __Default value:__ ``"source-over"`` color : str, dict, :class:`Color`, :class:`ExprRef`, :class:`Gradient`, :class:`HexColor`, :class:`ColorName`, :class:`LinearGradient`, :class:`RadialGradient`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] Default color. **Default value:** :raw-html:`■` ``"#4682b4"`` **Note:** * This property cannot be used in a `style config `__. * The ``fill`` and ``stroke`` properties have higher precedence than ``color`` and will override ``color``. cornerRadius : dict, float, :class:`ExprRef` The radius in pixels of rounded rectangles or arcs' corners. **Default value:** ``0`` cornerRadiusBottomLeft : dict, float, :class:`ExprRef` The radius in pixels of rounded rectangles' bottom left corner. **Default value:** ``0`` cornerRadiusBottomRight : dict, float, :class:`ExprRef` The radius in pixels of rounded rectangles' bottom right corner. **Default value:** ``0`` cornerRadiusTopLeft : dict, float, :class:`ExprRef` The radius in pixels of rounded rectangles' top right corner. **Default value:** ``0`` cornerRadiusTopRight : dict, float, :class:`ExprRef` The radius in pixels of rounded rectangles' top left corner. **Default value:** ``0`` cursor : dict, :class:`Cursor`, :class:`ExprRef`, Literal['auto', 'default', 'none', 'context-menu', 'help', 'pointer', 'progress', 'wait', 'cell', 'crosshair', 'text', 'vertical-text', 'alias', 'copy', 'move', 'no-drop', 'not-allowed', 'e-resize', 'n-resize', 'ne-resize', 'nw-resize', 's-resize', 'se-resize', 'sw-resize', 'w-resize', 'ew-resize', 'ns-resize', 'nesw-resize', 'nwse-resize', 'col-resize', 'row-resize', 'all-scroll', 'zoom-in', 'zoom-out', 'grab', 'grabbing'] The mouse cursor used over the mark. Any valid `CSS cursor type `__ can be used. description : str, dict, :class:`ExprRef` A text description of the mark item for `ARIA accessibility `__ (SVG output only). If specified, this property determines the `"aria-label" attribute `__. dir : dict, :class:`ExprRef`, Literal['ltr', 'rtl'], :class:`TextDirection` The direction of the text. One of ``"ltr"`` (left-to-right) or ``"rtl"`` (right-to-left). This property determines on which side is truncated in response to the limit parameter. **Default value:** ``"ltr"`` dx : dict, float, :class:`ExprRef` The horizontal offset, in pixels, between the text label and its anchor point. The offset is applied after rotation by the *angle* property. dy : dict, float, :class:`ExprRef` The vertical offset, in pixels, between the text label and its anchor point. The offset is applied after rotation by the *angle* property. ellipsis : str, dict, :class:`ExprRef` The ellipsis string for text truncated in response to the limit parameter. **Default value:** ``"…"`` endAngle : dict, float, :class:`ExprRef` The end angle in radians for arc marks. A value of ``0`` indicates up (north), increasing values proceed clockwise. fill : str, dict, None, :class:`Color`, :class:`ExprRef`, :class:`Gradient`, :class:`HexColor`, :class:`ColorName`, :class:`LinearGradient`, :class:`RadialGradient`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] Default fill color. This property has higher precedence than ``config.color``. Set to ``null`` to remove fill. **Default value:** (None) fillOpacity : dict, float, :class:`ExprRef` The fill opacity (value between [0,1]). **Default value:** ``1`` filled : bool Whether the mark's color should be used as fill color instead of stroke color. **Default value:** ``false`` for all ``point``, ``line``, and ``rule`` marks as well as ``geoshape`` marks for `graticule `__ data sources; otherwise, ``true``. **Note:** This property cannot be used in a `style config `__. font : str, dict, :class:`ExprRef` The typeface to set the text in (e.g., ``"Helvetica Neue"`` ). fontSize : dict, float, :class:`ExprRef` The font size, in pixels. **Default value:** ``11`` fontStyle : str, dict, :class:`ExprRef`, :class:`FontStyle` The font style (e.g., ``"italic"`` ). fontWeight : dict, :class:`ExprRef`, :class:`FontWeight`, Literal['normal', 'bold', 'lighter', 'bolder', 100, 200, 300, 400, 500, 600, 700, 800, 900] The font weight. This can be either a string (e.g ``"bold"``, ``"normal"`` ) or a number ( ``100``, ``200``, ``300``, ..., ``900`` where ``"normal"`` = ``400`` and ``"bold"`` = ``700`` ). height : dict, float, :class:`ExprRef` Height of the marks. href : str, dict, :class:`URI`, :class:`ExprRef` A URL to load upon mouse click. If defined, the mark acts as a hyperlink. innerRadius : dict, float, :class:`ExprRef` The inner radius in pixels of arc marks. ``innerRadius`` is an alias for ``radius2``. **Default value:** ``0`` interpolate : dict, :class:`ExprRef`, :class:`Interpolate`, Literal['basis', 'basis-open', 'basis-closed', 'bundle', 'cardinal', 'cardinal-open', 'cardinal-closed', 'catmull-rom', 'linear', 'linear-closed', 'monotone', 'natural', 'step', 'step-before', 'step-after'] The line interpolation method to use for line and area marks. One of the following: * ``"linear"`` : piecewise linear segments, as in a polyline. * ``"linear-closed"`` : close the linear segments to form a polygon. * ``"step"`` : alternate between horizontal and vertical segments, as in a step function. * ``"step-before"`` : alternate between vertical and horizontal segments, as in a step function. * ``"step-after"`` : alternate between horizontal and vertical segments, as in a step function. * ``"basis"`` : a B-spline, with control point duplication on the ends. * ``"basis-open"`` : an open B-spline; may not intersect the start or end. * ``"basis-closed"`` : a closed B-spline, as in a loop. * ``"cardinal"`` : a Cardinal spline, with control point duplication on the ends. * ``"cardinal-open"`` : an open Cardinal spline; may not intersect the start or end, but will intersect other control points. * ``"cardinal-closed"`` : a closed Cardinal spline, as in a loop. * ``"bundle"`` : equivalent to basis, except the tension parameter is used to straighten the spline. * ``"monotone"`` : cubic interpolation that preserves monotonicity in y. invalid : Literal['filter', None] Defines how Vega-Lite should handle marks for invalid values ( ``null`` and ``NaN`` ). * If set to ``"filter"`` (default), all data items with null values will be skipped (for line, trail, and area marks) or filtered (for other marks). * If ``null``, all data items are included. In this case, invalid values will be interpreted as zeroes. limit : dict, float, :class:`ExprRef` The maximum length of the text mark in pixels. The text value will be automatically truncated if the rendered size exceeds the limit. **Default value:** ``0`` -- indicating no limit lineBreak : str, dict, :class:`ExprRef` A delimiter, such as a newline character, upon which to break text strings into multiple lines. This property is ignored if the text is array-valued. lineHeight : dict, float, :class:`ExprRef` The line height in pixels (the spacing between subsequent lines of text) for multi-line text marks. opacity : dict, float, :class:`ExprRef` The overall opacity (value between [0,1]). **Default value:** ``0.7`` for non-aggregate plots with ``point``, ``tick``, ``circle``, or ``square`` marks or layered ``bar`` charts and ``1`` otherwise. order : bool, None For line and trail marks, this ``order`` property can be set to ``null`` or ``false`` to make the lines use the original order in the data sources. orient : :class:`Orientation`, Literal['horizontal', 'vertical'] The orientation of a non-stacked bar, tick, area, and line charts. The value is either horizontal (default) or vertical. * For bar, rule and tick, this determines whether the size of the bar and tick should be applied to x or y dimension. * For area, this property determines the orient property of the Vega output. * For line and trail marks, this property determines the sort order of the points in the line if ``config.sortLineBy`` is not specified. For stacked charts, this is always determined by the orientation of the stack; therefore explicitly specified value will be ignored. outerRadius : dict, float, :class:`ExprRef` The outer radius in pixels of arc marks. ``outerRadius`` is an alias for ``radius``. **Default value:** ``0`` padAngle : dict, float, :class:`ExprRef` The angular padding applied to sides of the arc, in radians. radius : dict, float, :class:`ExprRef` For arc mark, the primary (outer) radius in pixels. For text marks, polar coordinate radial offset, in pixels, of the text from the origin determined by the ``x`` and ``y`` properties. **Default value:** ``min(plot_width, plot_height)/2`` radius2 : dict, float, :class:`ExprRef` The secondary (inner) radius in pixels of arc marks. **Default value:** ``0`` shape : str, dict, :class:`ExprRef`, :class:`SymbolShape` Shape of the point marks. Supported values include: * plotting shapes: ``"circle"``, ``"square"``, ``"cross"``, ``"diamond"``, ``"triangle-up"``, ``"triangle-down"``, ``"triangle-right"``, or ``"triangle-left"``. * the line symbol ``"stroke"`` * centered directional shapes ``"arrow"``, ``"wedge"``, or ``"triangle"`` * a custom `SVG path string `__ (For correct sizing, custom shape paths should be defined within a square bounding box with coordinates ranging from -1 to 1 along both the x and y dimensions.) **Default value:** ``"circle"`` size : dict, float, :class:`ExprRef` Default size for marks. * For ``point`` / ``circle`` / ``square``, this represents the pixel area of the marks. Note that this value sets the area of the symbol; the side lengths will increase with the square root of this value. * For ``bar``, this represents the band size of the bar, in pixels. * For ``text``, this represents the font size, in pixels. **Default value:** * ``30`` for point, circle, square marks; width/height's ``step`` * ``2`` for bar marks with discrete dimensions; * ``5`` for bar marks with continuous dimensions; * ``11`` for text marks. smooth : bool, dict, :class:`ExprRef` A boolean flag (default true) indicating if the image should be smoothed when resized. If false, individual pixels should be scaled directly rather than interpolated with smoothing. For SVG rendering, this option may not work in some browsers due to lack of standardization. startAngle : dict, float, :class:`ExprRef` The start angle in radians for arc marks. A value of ``0`` indicates up (north), increasing values proceed clockwise. stroke : str, dict, None, :class:`Color`, :class:`ExprRef`, :class:`Gradient`, :class:`HexColor`, :class:`ColorName`, :class:`LinearGradient`, :class:`RadialGradient`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] Default stroke color. This property has higher precedence than ``config.color``. Set to ``null`` to remove stroke. **Default value:** (None) strokeCap : dict, :class:`ExprRef`, :class:`StrokeCap`, Literal['butt', 'round', 'square'] The stroke cap for line ending style. One of ``"butt"``, ``"round"``, or ``"square"``. **Default value:** ``"butt"`` strokeDash : dict, Sequence[float], :class:`ExprRef` An array of alternating stroke, space lengths for creating dashed or dotted lines. strokeDashOffset : dict, float, :class:`ExprRef` The offset (in pixels) into which to begin drawing with the stroke dash array. strokeJoin : dict, :class:`ExprRef`, :class:`StrokeJoin`, Literal['miter', 'round', 'bevel'] The stroke line join method. One of ``"miter"``, ``"round"`` or ``"bevel"``. **Default value:** ``"miter"`` strokeMiterLimit : dict, float, :class:`ExprRef` The miter limit at which to bevel a line join. strokeOffset : dict, float, :class:`ExprRef` The offset in pixels at which to draw the group stroke and fill. If unspecified, the default behavior is to dynamically offset stroked groups such that 1 pixel stroke widths align with the pixel grid. strokeOpacity : dict, float, :class:`ExprRef` The stroke opacity (value between [0,1]). **Default value:** ``1`` strokeWidth : dict, float, :class:`ExprRef` The stroke width, in pixels. tension : dict, float, :class:`ExprRef` Depending on the interpolation type, sets the tension parameter (for line and area marks). text : str, dict, :class:`Text`, Sequence[str], :class:`ExprRef` Placeholder text if the ``text`` channel is not specified theta : dict, float, :class:`ExprRef` For arc marks, the arc length in radians if theta2 is not specified, otherwise the start arc angle. (A value of 0 indicates up or “north”, increasing values proceed clockwise.) For text marks, polar coordinate angle in radians. theta2 : dict, float, :class:`ExprRef` The end angle of arc marks in radians. A value of 0 indicates up or “north”, increasing values proceed clockwise. thickness : float Thickness of the tick mark. **Default value:** ``1`` timeUnitBandPosition : float Default relative band position for a time unit. If set to ``0``, the marks will be positioned at the beginning of the time unit band step. If set to ``0.5``, the marks will be positioned in the middle of the time unit band step. timeUnitBandSize : float Default relative band size for a time unit. If set to ``1``, the bandwidth of the marks will be equal to the time unit band step. If set to ``0.5``, bandwidth of the marks will be half of the time unit band step. tooltip : str, bool, dict, None, float, :class:`ExprRef`, :class:`TooltipContent` The tooltip text string to show upon mouse hover or an object defining which fields should the tooltip be derived from. * If ``tooltip`` is ``true`` or ``{"content": "encoding"}``, then all fields from ``encoding`` will be used. * If ``tooltip`` is ``{"content": "data"}``, then all fields that appear in the highlighted data point will be used. * If set to ``null`` or ``false``, then no tooltip will be used. See the `tooltip `__ documentation for a detailed discussion about tooltip in Vega-Lite. **Default value:** ``null`` url : str, dict, :class:`URI`, :class:`ExprRef` The URL of the image file for image marks. width : dict, float, :class:`ExprRef` Width of the marks. x : str, dict, float, :class:`ExprRef` X coordinates of the marks, or width of horizontal ``"bar"`` and ``"area"`` without specified ``x2`` or ``width``. The ``value`` of this channel can be a number or a string ``"width"`` for the width of the plot. x2 : str, dict, float, :class:`ExprRef` X2 coordinates for ranged ``"area"``, ``"bar"``, ``"rect"``, and ``"rule"``. The ``value`` of this channel can be a number or a string ``"width"`` for the width of the plot. y : str, dict, float, :class:`ExprRef` Y coordinates of the marks, or height of vertical ``"bar"`` and ``"area"`` without specified ``y2`` or ``height``. The ``value`` of this channel can be a number or a string ``"height"`` for the height of the plot. y2 : str, dict, float, :class:`ExprRef` Y2 coordinates for ranged ``"area"``, ``"bar"``, ``"rect"``, and ``"rule"``. The ``value`` of this channel can be a number or a string ``"height"`` for the height of the plot. """ _schema = {"$ref": "#/definitions/TickConfig"} def __init__( self, align: Union[ dict, "_Parameter", "SchemaBase", Literal["left", "center", "right"], UndefinedType, ] = Undefined, angle: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, aria: Union[bool, dict, "_Parameter", "SchemaBase", UndefinedType] = Undefined, ariaRole: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, ariaRoleDescription: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, aspect: Union[ bool, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, bandSize: Union[float, UndefinedType] = Undefined, baseline: Union[ str, dict, "_Parameter", "SchemaBase", Literal["top", "middle", "bottom"], UndefinedType, ] = Undefined, blend: Union[ dict, "_Parameter", "SchemaBase", Literal[ None, "multiply", "screen", "overlay", "darken", "lighten", "color-dodge", "color-burn", "hard-light", "soft-light", "difference", "exclusion", "hue", "saturation", "color", "luminosity", ], UndefinedType, ] = Undefined, color: Union[ str, dict, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, cornerRadius: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, cornerRadiusBottomLeft: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, cornerRadiusBottomRight: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, cornerRadiusTopLeft: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, cornerRadiusTopRight: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, cursor: Union[ dict, "_Parameter", "SchemaBase", Literal[ "auto", "default", "none", "context-menu", "help", "pointer", "progress", "wait", "cell", "crosshair", "text", "vertical-text", "alias", "copy", "move", "no-drop", "not-allowed", "e-resize", "n-resize", "ne-resize", "nw-resize", "s-resize", "se-resize", "sw-resize", "w-resize", "ew-resize", "ns-resize", "nesw-resize", "nwse-resize", "col-resize", "row-resize", "all-scroll", "zoom-in", "zoom-out", "grab", "grabbing", ], UndefinedType, ] = Undefined, description: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, dir: Union[ dict, "_Parameter", "SchemaBase", Literal["ltr", "rtl"], UndefinedType ] = Undefined, dx: Union[dict, float, "_Parameter", "SchemaBase", UndefinedType] = Undefined, dy: Union[dict, float, "_Parameter", "SchemaBase", UndefinedType] = Undefined, ellipsis: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, endAngle: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, fill: Union[ str, dict, None, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, fillOpacity: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, filled: Union[bool, UndefinedType] = Undefined, font: Union[str, dict, "_Parameter", "SchemaBase", UndefinedType] = Undefined, fontSize: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, fontStyle: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, fontWeight: Union[ dict, "_Parameter", "SchemaBase", Literal[ "normal", "bold", "lighter", "bolder", 100, 200, 300, 400, 500, 600, 700, 800, 900, ], UndefinedType, ] = Undefined, height: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, href: Union[str, dict, "_Parameter", "SchemaBase", UndefinedType] = Undefined, innerRadius: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, interpolate: Union[ dict, "_Parameter", "SchemaBase", Literal[ "basis", "basis-open", "basis-closed", "bundle", "cardinal", "cardinal-open", "cardinal-closed", "catmull-rom", "linear", "linear-closed", "monotone", "natural", "step", "step-before", "step-after", ], UndefinedType, ] = Undefined, invalid: Union[Literal["filter", None], UndefinedType] = Undefined, limit: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, lineBreak: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, lineHeight: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, opacity: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, order: Union[bool, None, UndefinedType] = Undefined, orient: Union[ "SchemaBase", Literal["horizontal", "vertical"], UndefinedType ] = Undefined, outerRadius: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, padAngle: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, radius: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, radius2: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, shape: Union[str, dict, "_Parameter", "SchemaBase", UndefinedType] = Undefined, size: Union[dict, float, "_Parameter", "SchemaBase", UndefinedType] = Undefined, smooth: Union[ bool, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, startAngle: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, stroke: Union[ str, dict, None, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, strokeCap: Union[ dict, "_Parameter", "SchemaBase", Literal["butt", "round", "square"], UndefinedType, ] = Undefined, strokeDash: Union[ dict, "_Parameter", "SchemaBase", Sequence[float], UndefinedType ] = Undefined, strokeDashOffset: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, strokeJoin: Union[ dict, "_Parameter", "SchemaBase", Literal["miter", "round", "bevel"], UndefinedType, ] = Undefined, strokeMiterLimit: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, strokeOffset: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, strokeOpacity: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, strokeWidth: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, tension: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, text: Union[ str, dict, "_Parameter", "SchemaBase", Sequence[str], UndefinedType ] = Undefined, theta: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, theta2: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, thickness: Union[float, UndefinedType] = Undefined, timeUnitBandPosition: Union[float, UndefinedType] = Undefined, timeUnitBandSize: Union[float, UndefinedType] = Undefined, tooltip: Union[ str, bool, dict, None, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, url: Union[str, dict, "_Parameter", "SchemaBase", UndefinedType] = Undefined, width: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, x: Union[ str, dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, x2: Union[ str, dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, y: Union[ str, dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, y2: Union[ str, dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, **kwds, ): super(TickConfig, self).__init__( align=align, angle=angle, aria=aria, ariaRole=ariaRole, ariaRoleDescription=ariaRoleDescription, aspect=aspect, bandSize=bandSize, baseline=baseline, blend=blend, color=color, cornerRadius=cornerRadius, cornerRadiusBottomLeft=cornerRadiusBottomLeft, cornerRadiusBottomRight=cornerRadiusBottomRight, cornerRadiusTopLeft=cornerRadiusTopLeft, cornerRadiusTopRight=cornerRadiusTopRight, cursor=cursor, description=description, dir=dir, dx=dx, dy=dy, ellipsis=ellipsis, endAngle=endAngle, fill=fill, fillOpacity=fillOpacity, filled=filled, font=font, fontSize=fontSize, fontStyle=fontStyle, fontWeight=fontWeight, height=height, href=href, innerRadius=innerRadius, interpolate=interpolate, invalid=invalid, limit=limit, lineBreak=lineBreak, lineHeight=lineHeight, opacity=opacity, order=order, orient=orient, outerRadius=outerRadius, padAngle=padAngle, radius=radius, radius2=radius2, shape=shape, size=size, smooth=smooth, startAngle=startAngle, stroke=stroke, strokeCap=strokeCap, strokeDash=strokeDash, strokeDashOffset=strokeDashOffset, strokeJoin=strokeJoin, strokeMiterLimit=strokeMiterLimit, strokeOffset=strokeOffset, strokeOpacity=strokeOpacity, strokeWidth=strokeWidth, tension=tension, text=text, theta=theta, theta2=theta2, thickness=thickness, timeUnitBandPosition=timeUnitBandPosition, timeUnitBandSize=timeUnitBandSize, tooltip=tooltip, url=url, width=width, x=x, x2=x2, y=y, y2=y2, **kwds, ) class TickCount(VegaLiteSchema): """TickCount schema wrapper""" _schema = {"$ref": "#/definitions/TickCount"} def __init__(self, *args, **kwds): super(TickCount, self).__init__(*args, **kwds) class TimeInterval(TickCount): """TimeInterval schema wrapper""" _schema = {"$ref": "#/definitions/TimeInterval"} def __init__(self, *args): super(TimeInterval, self).__init__(*args) class TimeIntervalStep(TickCount): """TimeIntervalStep schema wrapper Parameters ---------- interval : :class:`TimeInterval`, Literal['millisecond', 'second', 'minute', 'hour', 'day', 'week', 'month', 'year'] step : float """ _schema = {"$ref": "#/definitions/TimeIntervalStep"} def __init__( self, interval: Union[ "SchemaBase", Literal[ "millisecond", "second", "minute", "hour", "day", "week", "month", "year", ], UndefinedType, ] = Undefined, step: Union[float, UndefinedType] = Undefined, **kwds, ): super(TimeIntervalStep, self).__init__(interval=interval, step=step, **kwds) class TimeLocale(VegaLiteSchema): """TimeLocale schema wrapper Locale definition for formatting dates and times. Parameters ---------- date : str The date (%x) format specifier (e.g., "%m/%d/%Y"). dateTime : str The date and time (%c) format specifier (e.g., "%a %b %e %X %Y"). days : Sequence[str], :class:`Vector7string` The full names of the weekdays, starting with Sunday. months : Sequence[str], :class:`Vector12string` The full names of the months (starting with January). periods : Sequence[str], :class:`Vector2string` The A.M. and P.M. equivalents (e.g., ["AM", "PM"]). shortDays : Sequence[str], :class:`Vector7string` The abbreviated names of the weekdays, starting with Sunday. shortMonths : Sequence[str], :class:`Vector12string` The abbreviated names of the months (starting with January). time : str The time (%X) format specifier (e.g., "%H:%M:%S"). """ _schema = {"$ref": "#/definitions/TimeLocale"} def __init__( self, date: Union[str, UndefinedType] = Undefined, dateTime: Union[str, UndefinedType] = Undefined, days: Union["SchemaBase", Sequence[str], UndefinedType] = Undefined, months: Union["SchemaBase", Sequence[str], UndefinedType] = Undefined, periods: Union["SchemaBase", Sequence[str], UndefinedType] = Undefined, shortDays: Union["SchemaBase", Sequence[str], UndefinedType] = Undefined, shortMonths: Union["SchemaBase", Sequence[str], UndefinedType] = Undefined, time: Union[str, UndefinedType] = Undefined, **kwds, ): super(TimeLocale, self).__init__( date=date, dateTime=dateTime, days=days, months=months, periods=periods, shortDays=shortDays, shortMonths=shortMonths, time=time, **kwds, ) class TimeUnit(VegaLiteSchema): """TimeUnit schema wrapper""" _schema = {"$ref": "#/definitions/TimeUnit"} def __init__(self, *args, **kwds): super(TimeUnit, self).__init__(*args, **kwds) class MultiTimeUnit(TimeUnit): """MultiTimeUnit schema wrapper""" _schema = {"$ref": "#/definitions/MultiTimeUnit"} def __init__(self, *args, **kwds): super(MultiTimeUnit, self).__init__(*args, **kwds) class LocalMultiTimeUnit(MultiTimeUnit): """LocalMultiTimeUnit schema wrapper""" _schema = {"$ref": "#/definitions/LocalMultiTimeUnit"} def __init__(self, *args): super(LocalMultiTimeUnit, self).__init__(*args) class SingleTimeUnit(TimeUnit): """SingleTimeUnit schema wrapper""" _schema = {"$ref": "#/definitions/SingleTimeUnit"} def __init__(self, *args, **kwds): super(SingleTimeUnit, self).__init__(*args, **kwds) class LocalSingleTimeUnit(SingleTimeUnit): """LocalSingleTimeUnit schema wrapper""" _schema = {"$ref": "#/definitions/LocalSingleTimeUnit"} def __init__(self, *args): super(LocalSingleTimeUnit, self).__init__(*args) class TimeUnitParams(VegaLiteSchema): """TimeUnitParams schema wrapper Time Unit Params for encoding predicate, which can specified if the data is already "binned". Parameters ---------- binned : bool Whether the data has already been binned to this time unit. If true, Vega-Lite will only format the data, marks, and guides, without applying the timeUnit transform to re-bin the data again. maxbins : float If no ``unit`` is specified, maxbins is used to infer time units. step : float The number of steps between bins, in terms of the least significant unit provided. unit : :class:`TimeUnit`, :class:`MultiTimeUnit`, :class:`SingleTimeUnit`, :class:`UtcMultiTimeUnit`, :class:`UtcSingleTimeUnit`, :class:`LocalMultiTimeUnit`, :class:`LocalSingleTimeUnit`, Literal['year', 'quarter', 'month', 'week', 'day', 'dayofyear', 'date', 'hours', 'minutes', 'seconds', 'milliseconds'], Literal['utcyear', 'utcquarter', 'utcmonth', 'utcweek', 'utcday', 'utcdayofyear', 'utcdate', 'utchours', 'utcminutes', 'utcseconds', 'utcmilliseconds'], Literal['yearquarter', 'yearquartermonth', 'yearmonth', 'yearmonthdate', 'yearmonthdatehours', 'yearmonthdatehoursminutes', 'yearmonthdatehoursminutesseconds', 'yearweek', 'yearweekday', 'yearweekdayhours', 'yearweekdayhoursminutes', 'yearweekdayhoursminutesseconds', 'yeardayofyear', 'quartermonth', 'monthdate', 'monthdatehours', 'monthdatehoursminutes', 'monthdatehoursminutesseconds', 'weekday', 'weekdayhours', 'weekdayhoursminutes', 'weekdayhoursminutesseconds', 'dayhours', 'dayhoursminutes', 'dayhoursminutesseconds', 'hoursminutes', 'hoursminutesseconds', 'minutesseconds', 'secondsmilliseconds'], Literal['utcyearquarter', 'utcyearquartermonth', 'utcyearmonth', 'utcyearmonthdate', 'utcyearmonthdatehours', 'utcyearmonthdatehoursminutes', 'utcyearmonthdatehoursminutesseconds', 'utcyearweek', 'utcyearweekday', 'utcyearweekdayhours', 'utcyearweekdayhoursminutes', 'utcyearweekdayhoursminutesseconds', 'utcyeardayofyear', 'utcquartermonth', 'utcmonthdate', 'utcmonthdatehours', 'utcmonthdatehoursminutes', 'utcmonthdatehoursminutesseconds', 'utcweekday', 'utcweeksdayhours', 'utcweekdayhoursminutes', 'utcweekdayhoursminutesseconds', 'utcdayhours', 'utcdayhoursminutes', 'utcdayhoursminutesseconds', 'utchoursminutes', 'utchoursminutesseconds', 'utcminutesseconds', 'utcsecondsmilliseconds'] Defines how date-time values should be binned. utc : bool True to use UTC timezone. Equivalent to using a ``utc`` prefixed ``TimeUnit``. """ _schema = {"$ref": "#/definitions/TimeUnitParams"} def __init__( self, binned: Union[bool, UndefinedType] = Undefined, maxbins: Union[float, UndefinedType] = Undefined, step: Union[float, UndefinedType] = Undefined, unit: Union[ "SchemaBase", Literal[ "year", "quarter", "month", "week", "day", "dayofyear", "date", "hours", "minutes", "seconds", "milliseconds", ], Literal[ "utcyear", "utcquarter", "utcmonth", "utcweek", "utcday", "utcdayofyear", "utcdate", "utchours", "utcminutes", "utcseconds", "utcmilliseconds", ], Literal[ "yearquarter", "yearquartermonth", "yearmonth", "yearmonthdate", "yearmonthdatehours", "yearmonthdatehoursminutes", "yearmonthdatehoursminutesseconds", "yearweek", "yearweekday", "yearweekdayhours", "yearweekdayhoursminutes", "yearweekdayhoursminutesseconds", "yeardayofyear", "quartermonth", "monthdate", "monthdatehours", "monthdatehoursminutes", "monthdatehoursminutesseconds", "weekday", "weekdayhours", "weekdayhoursminutes", "weekdayhoursminutesseconds", "dayhours", "dayhoursminutes", "dayhoursminutesseconds", "hoursminutes", "hoursminutesseconds", "minutesseconds", "secondsmilliseconds", ], Literal[ "utcyearquarter", "utcyearquartermonth", "utcyearmonth", "utcyearmonthdate", "utcyearmonthdatehours", "utcyearmonthdatehoursminutes", "utcyearmonthdatehoursminutesseconds", "utcyearweek", "utcyearweekday", "utcyearweekdayhours", "utcyearweekdayhoursminutes", "utcyearweekdayhoursminutesseconds", "utcyeardayofyear", "utcquartermonth", "utcmonthdate", "utcmonthdatehours", "utcmonthdatehoursminutes", "utcmonthdatehoursminutesseconds", "utcweekday", "utcweeksdayhours", "utcweekdayhoursminutes", "utcweekdayhoursminutesseconds", "utcdayhours", "utcdayhoursminutes", "utcdayhoursminutesseconds", "utchoursminutes", "utchoursminutesseconds", "utcminutesseconds", "utcsecondsmilliseconds", ], UndefinedType, ] = Undefined, utc: Union[bool, UndefinedType] = Undefined, **kwds, ): super(TimeUnitParams, self).__init__( binned=binned, maxbins=maxbins, step=step, unit=unit, utc=utc, **kwds ) class TimeUnitTransformParams(VegaLiteSchema): """TimeUnitTransformParams schema wrapper Parameters ---------- maxbins : float If no ``unit`` is specified, maxbins is used to infer time units. step : float The number of steps between bins, in terms of the least significant unit provided. unit : :class:`TimeUnit`, :class:`MultiTimeUnit`, :class:`SingleTimeUnit`, :class:`UtcMultiTimeUnit`, :class:`UtcSingleTimeUnit`, :class:`LocalMultiTimeUnit`, :class:`LocalSingleTimeUnit`, Literal['year', 'quarter', 'month', 'week', 'day', 'dayofyear', 'date', 'hours', 'minutes', 'seconds', 'milliseconds'], Literal['utcyear', 'utcquarter', 'utcmonth', 'utcweek', 'utcday', 'utcdayofyear', 'utcdate', 'utchours', 'utcminutes', 'utcseconds', 'utcmilliseconds'], Literal['yearquarter', 'yearquartermonth', 'yearmonth', 'yearmonthdate', 'yearmonthdatehours', 'yearmonthdatehoursminutes', 'yearmonthdatehoursminutesseconds', 'yearweek', 'yearweekday', 'yearweekdayhours', 'yearweekdayhoursminutes', 'yearweekdayhoursminutesseconds', 'yeardayofyear', 'quartermonth', 'monthdate', 'monthdatehours', 'monthdatehoursminutes', 'monthdatehoursminutesseconds', 'weekday', 'weekdayhours', 'weekdayhoursminutes', 'weekdayhoursminutesseconds', 'dayhours', 'dayhoursminutes', 'dayhoursminutesseconds', 'hoursminutes', 'hoursminutesseconds', 'minutesseconds', 'secondsmilliseconds'], Literal['utcyearquarter', 'utcyearquartermonth', 'utcyearmonth', 'utcyearmonthdate', 'utcyearmonthdatehours', 'utcyearmonthdatehoursminutes', 'utcyearmonthdatehoursminutesseconds', 'utcyearweek', 'utcyearweekday', 'utcyearweekdayhours', 'utcyearweekdayhoursminutes', 'utcyearweekdayhoursminutesseconds', 'utcyeardayofyear', 'utcquartermonth', 'utcmonthdate', 'utcmonthdatehours', 'utcmonthdatehoursminutes', 'utcmonthdatehoursminutesseconds', 'utcweekday', 'utcweeksdayhours', 'utcweekdayhoursminutes', 'utcweekdayhoursminutesseconds', 'utcdayhours', 'utcdayhoursminutes', 'utcdayhoursminutesseconds', 'utchoursminutes', 'utchoursminutesseconds', 'utcminutesseconds', 'utcsecondsmilliseconds'] Defines how date-time values should be binned. utc : bool True to use UTC timezone. Equivalent to using a ``utc`` prefixed ``TimeUnit``. """ _schema = {"$ref": "#/definitions/TimeUnitTransformParams"} def __init__( self, maxbins: Union[float, UndefinedType] = Undefined, step: Union[float, UndefinedType] = Undefined, unit: Union[ "SchemaBase", Literal[ "year", "quarter", "month", "week", "day", "dayofyear", "date", "hours", "minutes", "seconds", "milliseconds", ], Literal[ "utcyear", "utcquarter", "utcmonth", "utcweek", "utcday", "utcdayofyear", "utcdate", "utchours", "utcminutes", "utcseconds", "utcmilliseconds", ], Literal[ "yearquarter", "yearquartermonth", "yearmonth", "yearmonthdate", "yearmonthdatehours", "yearmonthdatehoursminutes", "yearmonthdatehoursminutesseconds", "yearweek", "yearweekday", "yearweekdayhours", "yearweekdayhoursminutes", "yearweekdayhoursminutesseconds", "yeardayofyear", "quartermonth", "monthdate", "monthdatehours", "monthdatehoursminutes", "monthdatehoursminutesseconds", "weekday", "weekdayhours", "weekdayhoursminutes", "weekdayhoursminutesseconds", "dayhours", "dayhoursminutes", "dayhoursminutesseconds", "hoursminutes", "hoursminutesseconds", "minutesseconds", "secondsmilliseconds", ], Literal[ "utcyearquarter", "utcyearquartermonth", "utcyearmonth", "utcyearmonthdate", "utcyearmonthdatehours", "utcyearmonthdatehoursminutes", "utcyearmonthdatehoursminutesseconds", "utcyearweek", "utcyearweekday", "utcyearweekdayhours", "utcyearweekdayhoursminutes", "utcyearweekdayhoursminutesseconds", "utcyeardayofyear", "utcquartermonth", "utcmonthdate", "utcmonthdatehours", "utcmonthdatehoursminutes", "utcmonthdatehoursminutesseconds", "utcweekday", "utcweeksdayhours", "utcweekdayhoursminutes", "utcweekdayhoursminutesseconds", "utcdayhours", "utcdayhoursminutes", "utcdayhoursminutesseconds", "utchoursminutes", "utchoursminutesseconds", "utcminutesseconds", "utcsecondsmilliseconds", ], UndefinedType, ] = Undefined, utc: Union[bool, UndefinedType] = Undefined, **kwds, ): super(TimeUnitTransformParams, self).__init__( maxbins=maxbins, step=step, unit=unit, utc=utc, **kwds ) class TitleAnchor(VegaLiteSchema): """TitleAnchor schema wrapper""" _schema = {"$ref": "#/definitions/TitleAnchor"} def __init__(self, *args): super(TitleAnchor, self).__init__(*args) class TitleConfig(VegaLiteSchema): """TitleConfig schema wrapper Parameters ---------- align : :class:`Align`, Literal['left', 'center', 'right'] Horizontal text alignment for title text. One of ``"left"``, ``"center"``, or ``"right"``. anchor : dict, :class:`ExprRef`, :class:`TitleAnchor`, Literal[None, 'start', 'middle', 'end'] The anchor position for placing the title and subtitle text. One of ``"start"``, ``"middle"``, or ``"end"``. For example, with an orientation of top these anchor positions map to a left-, center-, or right-aligned title. angle : dict, float, :class:`ExprRef` Angle in degrees of title and subtitle text. aria : bool, dict, :class:`ExprRef` A boolean flag indicating if `ARIA attributes `__ should be included (SVG output only). If ``false``, the "aria-hidden" attribute will be set on the output SVG group, removing the title from the ARIA accessibility tree. **Default value:** ``true`` baseline : str, :class:`Baseline`, :class:`TextBaseline`, Literal['top', 'middle', 'bottom'] Vertical text baseline for title and subtitle text. One of ``"alphabetic"`` (default), ``"top"``, ``"middle"``, ``"bottom"``, ``"line-top"``, or ``"line-bottom"``. The ``"line-top"`` and ``"line-bottom"`` values operate similarly to ``"top"`` and ``"bottom"``, but are calculated relative to the *lineHeight* rather than *fontSize* alone. color : str, dict, None, :class:`Color`, :class:`ExprRef`, :class:`HexColor`, :class:`ColorName`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] Text color for title text. dx : dict, float, :class:`ExprRef` Delta offset for title and subtitle text x-coordinate. dy : dict, float, :class:`ExprRef` Delta offset for title and subtitle text y-coordinate. font : str, dict, :class:`ExprRef` Font name for title text. fontSize : dict, float, :class:`ExprRef` Font size in pixels for title text. fontStyle : str, dict, :class:`ExprRef`, :class:`FontStyle` Font style for title text. fontWeight : dict, :class:`ExprRef`, :class:`FontWeight`, Literal['normal', 'bold', 'lighter', 'bolder', 100, 200, 300, 400, 500, 600, 700, 800, 900] Font weight for title text. This can be either a string (e.g ``"bold"``, ``"normal"`` ) or a number ( ``100``, ``200``, ``300``, ..., ``900`` where ``"normal"`` = ``400`` and ``"bold"`` = ``700`` ). frame : str, dict, :class:`ExprRef`, :class:`TitleFrame`, Literal['bounds', 'group'] The reference frame for the anchor position, one of ``"bounds"`` (to anchor relative to the full bounding box) or ``"group"`` (to anchor relative to the group width or height). limit : dict, float, :class:`ExprRef` The maximum allowed length in pixels of title and subtitle text. lineHeight : dict, float, :class:`ExprRef` Line height in pixels for multi-line title text or title text with ``"line-top"`` or ``"line-bottom"`` baseline. offset : dict, float, :class:`ExprRef` The orthogonal offset in pixels by which to displace the title group from its position along the edge of the chart. orient : dict, :class:`ExprRef`, :class:`TitleOrient`, Literal['none', 'left', 'right', 'top', 'bottom'] Default title orientation ( ``"top"``, ``"bottom"``, ``"left"``, or ``"right"`` ) subtitleColor : str, dict, None, :class:`Color`, :class:`ExprRef`, :class:`HexColor`, :class:`ColorName`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] Text color for subtitle text. subtitleFont : str, dict, :class:`ExprRef` Font name for subtitle text. subtitleFontSize : dict, float, :class:`ExprRef` Font size in pixels for subtitle text. subtitleFontStyle : str, dict, :class:`ExprRef`, :class:`FontStyle` Font style for subtitle text. subtitleFontWeight : dict, :class:`ExprRef`, :class:`FontWeight`, Literal['normal', 'bold', 'lighter', 'bolder', 100, 200, 300, 400, 500, 600, 700, 800, 900] Font weight for subtitle text. This can be either a string (e.g ``"bold"``, ``"normal"`` ) or a number ( ``100``, ``200``, ``300``, ..., ``900`` where ``"normal"`` = ``400`` and ``"bold"`` = ``700`` ). subtitleLineHeight : dict, float, :class:`ExprRef` Line height in pixels for multi-line subtitle text. subtitlePadding : dict, float, :class:`ExprRef` The padding in pixels between title and subtitle text. zindex : dict, float, :class:`ExprRef` The integer z-index indicating the layering of the title group relative to other axis, mark, and legend groups. **Default value:** ``0``. """ _schema = {"$ref": "#/definitions/TitleConfig"} def __init__( self, align: Union[ "SchemaBase", Literal["left", "center", "right"], UndefinedType ] = Undefined, anchor: Union[ dict, "_Parameter", "SchemaBase", Literal[None, "start", "middle", "end"], UndefinedType, ] = Undefined, angle: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, aria: Union[bool, dict, "_Parameter", "SchemaBase", UndefinedType] = Undefined, baseline: Union[ str, "SchemaBase", Literal["top", "middle", "bottom"], UndefinedType ] = Undefined, color: Union[ str, dict, None, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, dx: Union[dict, float, "_Parameter", "SchemaBase", UndefinedType] = Undefined, dy: Union[dict, float, "_Parameter", "SchemaBase", UndefinedType] = Undefined, font: Union[str, dict, "_Parameter", "SchemaBase", UndefinedType] = Undefined, fontSize: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, fontStyle: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, fontWeight: Union[ dict, "_Parameter", "SchemaBase", Literal[ "normal", "bold", "lighter", "bolder", 100, 200, 300, 400, 500, 600, 700, 800, 900, ], UndefinedType, ] = Undefined, frame: Union[ str, dict, "_Parameter", "SchemaBase", Literal["bounds", "group"], UndefinedType, ] = Undefined, limit: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, lineHeight: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, offset: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, orient: Union[ dict, "_Parameter", "SchemaBase", Literal["none", "left", "right", "top", "bottom"], UndefinedType, ] = Undefined, subtitleColor: Union[ str, dict, None, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, subtitleFont: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, subtitleFontSize: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, subtitleFontStyle: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, subtitleFontWeight: Union[ dict, "_Parameter", "SchemaBase", Literal[ "normal", "bold", "lighter", "bolder", 100, 200, 300, 400, 500, 600, 700, 800, 900, ], UndefinedType, ] = Undefined, subtitleLineHeight: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, subtitlePadding: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, zindex: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, **kwds, ): super(TitleConfig, self).__init__( align=align, anchor=anchor, angle=angle, aria=aria, baseline=baseline, color=color, dx=dx, dy=dy, font=font, fontSize=fontSize, fontStyle=fontStyle, fontWeight=fontWeight, frame=frame, limit=limit, lineHeight=lineHeight, offset=offset, orient=orient, subtitleColor=subtitleColor, subtitleFont=subtitleFont, subtitleFontSize=subtitleFontSize, subtitleFontStyle=subtitleFontStyle, subtitleFontWeight=subtitleFontWeight, subtitleLineHeight=subtitleLineHeight, subtitlePadding=subtitlePadding, zindex=zindex, **kwds, ) class TitleFrame(VegaLiteSchema): """TitleFrame schema wrapper""" _schema = {"$ref": "#/definitions/TitleFrame"} def __init__(self, *args): super(TitleFrame, self).__init__(*args) class TitleOrient(VegaLiteSchema): """TitleOrient schema wrapper""" _schema = {"$ref": "#/definitions/TitleOrient"} def __init__(self, *args): super(TitleOrient, self).__init__(*args) class TitleParams(VegaLiteSchema): """TitleParams schema wrapper Parameters ---------- text : str, dict, :class:`Text`, Sequence[str], :class:`ExprRef` The title text. align : :class:`Align`, Literal['left', 'center', 'right'] Horizontal text alignment for title text. One of ``"left"``, ``"center"``, or ``"right"``. anchor : :class:`TitleAnchor`, Literal[None, 'start', 'middle', 'end'] The anchor position for placing the title. One of ``"start"``, ``"middle"``, or ``"end"``. For example, with an orientation of top these anchor positions map to a left-, center-, or right-aligned title. **Default value:** ``"middle"`` for `single `__ and `layered `__ views. ``"start"`` for other composite views. **Note:** `For now `__, ``anchor`` is only customizable only for `single `__ and `layered `__ views. For other composite views, ``anchor`` is always ``"start"``. angle : dict, float, :class:`ExprRef` Angle in degrees of title and subtitle text. aria : bool, dict, :class:`ExprRef` A boolean flag indicating if `ARIA attributes `__ should be included (SVG output only). If ``false``, the "aria-hidden" attribute will be set on the output SVG group, removing the title from the ARIA accessibility tree. **Default value:** ``true`` baseline : str, :class:`Baseline`, :class:`TextBaseline`, Literal['top', 'middle', 'bottom'] Vertical text baseline for title and subtitle text. One of ``"alphabetic"`` (default), ``"top"``, ``"middle"``, ``"bottom"``, ``"line-top"``, or ``"line-bottom"``. The ``"line-top"`` and ``"line-bottom"`` values operate similarly to ``"top"`` and ``"bottom"``, but are calculated relative to the *lineHeight* rather than *fontSize* alone. color : str, dict, None, :class:`Color`, :class:`ExprRef`, :class:`HexColor`, :class:`ColorName`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] Text color for title text. dx : dict, float, :class:`ExprRef` Delta offset for title and subtitle text x-coordinate. dy : dict, float, :class:`ExprRef` Delta offset for title and subtitle text y-coordinate. font : str, dict, :class:`ExprRef` Font name for title text. fontSize : dict, float, :class:`ExprRef` Font size in pixels for title text. fontStyle : str, dict, :class:`ExprRef`, :class:`FontStyle` Font style for title text. fontWeight : dict, :class:`ExprRef`, :class:`FontWeight`, Literal['normal', 'bold', 'lighter', 'bolder', 100, 200, 300, 400, 500, 600, 700, 800, 900] Font weight for title text. This can be either a string (e.g ``"bold"``, ``"normal"`` ) or a number ( ``100``, ``200``, ``300``, ..., ``900`` where ``"normal"`` = ``400`` and ``"bold"`` = ``700`` ). frame : str, dict, :class:`ExprRef`, :class:`TitleFrame`, Literal['bounds', 'group'] The reference frame for the anchor position, one of ``"bounds"`` (to anchor relative to the full bounding box) or ``"group"`` (to anchor relative to the group width or height). limit : dict, float, :class:`ExprRef` The maximum allowed length in pixels of title and subtitle text. lineHeight : dict, float, :class:`ExprRef` Line height in pixels for multi-line title text or title text with ``"line-top"`` or ``"line-bottom"`` baseline. offset : dict, float, :class:`ExprRef` The orthogonal offset in pixels by which to displace the title group from its position along the edge of the chart. orient : dict, :class:`ExprRef`, :class:`TitleOrient`, Literal['none', 'left', 'right', 'top', 'bottom'] Default title orientation ( ``"top"``, ``"bottom"``, ``"left"``, or ``"right"`` ) style : str, Sequence[str] A `mark style property `__ to apply to the title text mark. **Default value:** ``"group-title"``. subtitle : str, :class:`Text`, Sequence[str] The subtitle Text. subtitleColor : str, dict, None, :class:`Color`, :class:`ExprRef`, :class:`HexColor`, :class:`ColorName`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] Text color for subtitle text. subtitleFont : str, dict, :class:`ExprRef` Font name for subtitle text. subtitleFontSize : dict, float, :class:`ExprRef` Font size in pixels for subtitle text. subtitleFontStyle : str, dict, :class:`ExprRef`, :class:`FontStyle` Font style for subtitle text. subtitleFontWeight : dict, :class:`ExprRef`, :class:`FontWeight`, Literal['normal', 'bold', 'lighter', 'bolder', 100, 200, 300, 400, 500, 600, 700, 800, 900] Font weight for subtitle text. This can be either a string (e.g ``"bold"``, ``"normal"`` ) or a number ( ``100``, ``200``, ``300``, ..., ``900`` where ``"normal"`` = ``400`` and ``"bold"`` = ``700`` ). subtitleLineHeight : dict, float, :class:`ExprRef` Line height in pixels for multi-line subtitle text. subtitlePadding : dict, float, :class:`ExprRef` The padding in pixels between title and subtitle text. zindex : float The integer z-index indicating the layering of the title group relative to other axis, mark and legend groups. **Default value:** ``0``. """ _schema = {"$ref": "#/definitions/TitleParams"} def __init__( self, text: Union[ str, dict, "_Parameter", "SchemaBase", Sequence[str], UndefinedType ] = Undefined, align: Union[ "SchemaBase", Literal["left", "center", "right"], UndefinedType ] = Undefined, anchor: Union[ "SchemaBase", Literal[None, "start", "middle", "end"], UndefinedType ] = Undefined, angle: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, aria: Union[bool, dict, "_Parameter", "SchemaBase", UndefinedType] = Undefined, baseline: Union[ str, "SchemaBase", Literal["top", "middle", "bottom"], UndefinedType ] = Undefined, color: Union[ str, dict, None, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, dx: Union[dict, float, "_Parameter", "SchemaBase", UndefinedType] = Undefined, dy: Union[dict, float, "_Parameter", "SchemaBase", UndefinedType] = Undefined, font: Union[str, dict, "_Parameter", "SchemaBase", UndefinedType] = Undefined, fontSize: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, fontStyle: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, fontWeight: Union[ dict, "_Parameter", "SchemaBase", Literal[ "normal", "bold", "lighter", "bolder", 100, 200, 300, 400, 500, 600, 700, 800, 900, ], UndefinedType, ] = Undefined, frame: Union[ str, dict, "_Parameter", "SchemaBase", Literal["bounds", "group"], UndefinedType, ] = Undefined, limit: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, lineHeight: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, offset: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, orient: Union[ dict, "_Parameter", "SchemaBase", Literal["none", "left", "right", "top", "bottom"], UndefinedType, ] = Undefined, style: Union[str, Sequence[str], UndefinedType] = Undefined, subtitle: Union[str, "SchemaBase", Sequence[str], UndefinedType] = Undefined, subtitleColor: Union[ str, dict, None, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, subtitleFont: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, subtitleFontSize: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, subtitleFontStyle: Union[ str, dict, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, subtitleFontWeight: Union[ dict, "_Parameter", "SchemaBase", Literal[ "normal", "bold", "lighter", "bolder", 100, 200, 300, 400, 500, 600, 700, 800, 900, ], UndefinedType, ] = Undefined, subtitleLineHeight: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, subtitlePadding: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, zindex: Union[float, UndefinedType] = Undefined, **kwds, ): super(TitleParams, self).__init__( text=text, align=align, anchor=anchor, angle=angle, aria=aria, baseline=baseline, color=color, dx=dx, dy=dy, font=font, fontSize=fontSize, fontStyle=fontStyle, fontWeight=fontWeight, frame=frame, limit=limit, lineHeight=lineHeight, offset=offset, orient=orient, style=style, subtitle=subtitle, subtitleColor=subtitleColor, subtitleFont=subtitleFont, subtitleFontSize=subtitleFontSize, subtitleFontStyle=subtitleFontStyle, subtitleFontWeight=subtitleFontWeight, subtitleLineHeight=subtitleLineHeight, subtitlePadding=subtitlePadding, zindex=zindex, **kwds, ) class TooltipContent(VegaLiteSchema): """TooltipContent schema wrapper Parameters ---------- content : Literal['encoding', 'data'] """ _schema = {"$ref": "#/definitions/TooltipContent"} def __init__( self, content: Union[Literal["encoding", "data"], UndefinedType] = Undefined, **kwds, ): super(TooltipContent, self).__init__(content=content, **kwds) class TopLevelParameter(VegaLiteSchema): """TopLevelParameter schema wrapper""" _schema = {"$ref": "#/definitions/TopLevelParameter"} def __init__(self, *args, **kwds): super(TopLevelParameter, self).__init__(*args, **kwds) class TopLevelSelectionParameter(TopLevelParameter): """TopLevelSelectionParameter schema wrapper Parameters ---------- name : str, :class:`ParameterName` Required. A unique name for the selection parameter. Selection names should be valid JavaScript identifiers: they should contain only alphanumeric characters (or "$", or "_") and may not start with a digit. Reserved keywords that may not be used as parameter names are "datum", "event", "item", and "parent". select : dict, :class:`SelectionType`, Literal['point', 'interval'], :class:`PointSelectionConfig`, :class:`IntervalSelectionConfig` Determines the default event processing and data query for the selection. Vega-Lite currently supports two selection types: * ``"point"`` -- to select multiple discrete data values; 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``. bind : str, dict, :class:`Binding`, :class:`BindInput`, :class:`BindRange`, :class:`BindDirect`, :class:`BindCheckbox`, :class:`LegendBinding`, :class:`BindRadioSelect`, :class:`LegendStreamBinding` When set, a selection is populated by input elements (also known as dynamic query widgets) or by interacting with the corresponding legend. Direct manipulation interaction is disabled by default; to re-enable it, set the selection's `on `__ property. Legend bindings are restricted to selections that only specify a single field or encoding. Query widget binding takes the form of Vega's `input element binding definition `__ or can be a mapping between projected field/encodings and binding definitions. **See also:** `bind `__ documentation. value : str, bool, dict, None, float, :class:`DateTime`, :class:`SelectionInit`, :class:`PrimitiveValue`, :class:`SelectionInitIntervalMapping`, Sequence[dict, :class:`SelectionInitMapping`] Initialize the selection with a mapping between `projected channels or field names `__ and initial values. **See also:** `init `__ documentation. views : Sequence[str] By default, top-level selections are applied to every view in the visualization. If this property is specified, selections will only be applied to views with the given names. """ _schema = {"$ref": "#/definitions/TopLevelSelectionParameter"} def __init__( self, name: Union[str, "SchemaBase", UndefinedType] = Undefined, select: Union[ dict, "SchemaBase", Literal["point", "interval"], UndefinedType ] = Undefined, bind: Union[str, dict, "SchemaBase", UndefinedType] = Undefined, value: Union[ str, bool, dict, None, float, "SchemaBase", Sequence[Union[dict, "SchemaBase"]], UndefinedType, ] = Undefined, views: Union[Sequence[str], UndefinedType] = Undefined, **kwds, ): super(TopLevelSelectionParameter, self).__init__( name=name, select=select, bind=bind, value=value, views=views, **kwds ) class TopLevelSpec(VegaLiteSchema): """TopLevelSpec schema wrapper A Vega-Lite top-level specification. This is the root class for all Vega-Lite specifications. (The json schema is generated from this type.) """ _schema = {"$ref": "#/definitions/TopLevelSpec"} def __init__(self, *args, **kwds): super(TopLevelSpec, self).__init__(*args, **kwds) class TopLevelConcatSpec(TopLevelSpec): """TopLevelConcatSpec schema wrapper Parameters ---------- concat : Sequence[dict, :class:`FacetSpec`, :class:`LayerSpec`, :class:`RepeatSpec`, :class:`FacetedUnitSpec`, :class:`LayerRepeatSpec`, :class:`NonNormalizedSpec`, :class:`NonLayerRepeatSpec`, :class:`ConcatSpecGenericSpec`, :class:`HConcatSpecGenericSpec`, :class:`VConcatSpecGenericSpec`] A list of views to be concatenated. align : dict, :class:`LayoutAlign`, :class:`RowColLayoutAlign`, Literal['all', 'each', 'none'] The alignment to apply to grid rows and columns. The supported string values are ``"all"``, ``"each"``, and ``"none"``. * For ``"none"``, a flow layout will be used, in which adjacent subviews are simply placed one after the other. * For ``"each"``, subviews will be aligned into a clean grid structure, but each row or column may be of variable size. * For ``"all"``, subviews will be aligned and each row or column will be sized identically based on the maximum observed size. String values for this property will be applied to both grid rows and columns. Alternatively, an object value of the form ``{"row": string, "column": string}`` can be used to supply different alignments for rows and columns. **Default value:** ``"all"``. autosize : dict, :class:`AutosizeType`, :class:`AutoSizeParams`, Literal['pad', 'none', 'fit', 'fit-x', 'fit-y'] How the visualization size should be determined. If a string, should be one of ``"pad"``, ``"fit"`` or ``"none"``. Object values can additionally specify parameters for content sizing and automatic resizing. **Default value** : ``pad`` background : str, dict, :class:`Color`, :class:`ExprRef`, :class:`HexColor`, :class:`ColorName`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] CSS color property to use as the background of the entire view. **Default value:** ``"white"`` bounds : Literal['full', 'flush'] The bounds calculation method to use for determining the extent of a sub-plot. One of ``full`` (the default) or ``flush``. * If set to ``full``, the entire calculated bounds (including axes, title, and legend) will be used. * If set to ``flush``, only the specified width and height values for the sub-view will be used. The ``flush`` setting can be useful when attempting to place sub-plots without axes or legends into a uniform grid structure. **Default value:** ``"full"`` center : bool, dict, :class:`RowColboolean` Boolean flag indicating if subviews should be centered relative to their respective rows or columns. An object value of the form ``{"row": boolean, "column": boolean}`` can be used to supply different centering values for rows and columns. **Default value:** ``false`` columns : float The number of columns to include in the view composition layout. **Default value** : ``undefined`` -- An infinite number of columns (a single row) will be assumed. This is equivalent to ``hconcat`` (for ``concat`` ) and to using the ``column`` channel (for ``facet`` and ``repeat`` ). **Note** : 1) This property is only for: * the general (wrappable) ``concat`` operator (not ``hconcat`` / ``vconcat`` ) * the ``facet`` and ``repeat`` operator with one field/repetition definition (without row/column nesting) 2) Setting the ``columns`` to ``1`` is equivalent to ``vconcat`` (for ``concat`` ) and to using the ``row`` channel (for ``facet`` and ``repeat`` ). config : dict, :class:`Config` Vega-Lite configuration object. This property can only be defined at the top-level of a specification. data : dict, None, :class:`Data`, :class:`UrlData`, :class:`Generator`, :class:`NamedData`, :class:`DataSource`, :class:`InlineData`, :class:`SphereGenerator`, :class:`SequenceGenerator`, :class:`GraticuleGenerator` An object 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. datasets : dict, :class:`Datasets` A global data store for named datasets. This is a mapping from names to inline datasets. This can be an array of objects or primitive values or a string. Arrays of primitive values are ingested as objects with a ``data`` property. description : str Description of this mark for commenting purpose. name : str Name of the visualization for later reference. padding : dict, float, :class:`ExprRef`, :class:`Padding` The default visualization padding, in pixels, from the edge of the visualization canvas to the data rectangle. If a number, specifies padding for all sides. If an object, the value should have the format ``{"left": 5, "top": 5, "right": 5, "bottom": 5}`` to specify padding for each side of the visualization. **Default value** : ``5`` params : Sequence[dict, :class:`TopLevelParameter`, :class:`VariableParameter`, :class:`TopLevelSelectionParameter`] Dynamic variables or selections that parameterize a visualization. resolve : dict, :class:`Resolve` Scale, axis, and legend resolutions for view composition specifications. spacing : dict, float, :class:`RowColnumber` The spacing in pixels between sub-views of the composition operator. An object of the form ``{"row": number, "column": number}`` can be used to set different spacing values for rows and columns. **Default value** : Depends on ``"spacing"`` property of `the view composition configuration `__ ( ``20`` by default) title : str, dict, :class:`Text`, Sequence[str], :class:`TitleParams` Title for the plot. transform : Sequence[dict, :class:`Transform`, :class:`BinTransform`, :class:`FoldTransform`, :class:`LoessTransform`, :class:`PivotTransform`, :class:`StackTransform`, :class:`ExtentTransform`, :class:`FilterTransform`, :class:`ImputeTransform`, :class:`LookupTransform`, :class:`SampleTransform`, :class:`WindowTransform`, :class:`DensityTransform`, :class:`FlattenTransform`, :class:`QuantileTransform`, :class:`TimeUnitTransform`, :class:`AggregateTransform`, :class:`CalculateTransform`, :class:`RegressionTransform`, :class:`JoinAggregateTransform`] An array of data transformations such as filter and new field calculation. usermeta : dict, :class:`Dict` 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. $schema : str URL to `JSON schema `__ for a Vega-Lite specification. Unless you have a reason to change this, use ``https://vega.github.io/schema/vega-lite/v5.json``. Setting the ``$schema`` property allows automatic validation and autocomplete in editors that support JSON schema. """ _schema = {"$ref": "#/definitions/TopLevelConcatSpec"} def __init__( self, concat: Union[Sequence[Union[dict, "SchemaBase"]], UndefinedType] = Undefined, align: Union[ dict, "SchemaBase", Literal["all", "each", "none"], UndefinedType ] = Undefined, autosize: Union[ dict, "SchemaBase", Literal["pad", "none", "fit", "fit-x", "fit-y"], UndefinedType, ] = Undefined, background: Union[ str, dict, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, bounds: Union[Literal["full", "flush"], UndefinedType] = Undefined, center: Union[bool, dict, "SchemaBase", UndefinedType] = Undefined, columns: Union[float, UndefinedType] = Undefined, config: Union[dict, "SchemaBase", UndefinedType] = Undefined, data: Union[dict, None, "SchemaBase", UndefinedType] = Undefined, datasets: Union[dict, "SchemaBase", UndefinedType] = Undefined, description: Union[str, UndefinedType] = Undefined, name: Union[str, UndefinedType] = Undefined, padding: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, params: Union[Sequence[Union[dict, "SchemaBase"]], UndefinedType] = Undefined, resolve: Union[dict, "SchemaBase", UndefinedType] = Undefined, spacing: Union[dict, float, "SchemaBase", UndefinedType] = Undefined, title: Union[str, dict, "SchemaBase", Sequence[str], UndefinedType] = Undefined, transform: Union[ Sequence[Union[dict, "SchemaBase"]], UndefinedType ] = Undefined, usermeta: Union[dict, "SchemaBase", UndefinedType] = Undefined, **kwds, ): super(TopLevelConcatSpec, self).__init__( concat=concat, align=align, autosize=autosize, background=background, bounds=bounds, center=center, columns=columns, config=config, data=data, datasets=datasets, description=description, name=name, padding=padding, params=params, resolve=resolve, spacing=spacing, title=title, transform=transform, usermeta=usermeta, **kwds, ) class TopLevelFacetSpec(TopLevelSpec): """TopLevelFacetSpec schema wrapper Parameters ---------- data : dict, None, :class:`Data`, :class:`UrlData`, :class:`Generator`, :class:`NamedData`, :class:`DataSource`, :class:`InlineData`, :class:`SphereGenerator`, :class:`SequenceGenerator`, :class:`GraticuleGenerator` An object 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. facet : dict, :class:`FacetMapping`, :class:`FacetFieldDef` Definition for how to facet the data. One of: 1) `a field definition for faceting the plot by one field `__ 2) `An object that maps row and column channels to their field definitions `__ spec : dict, :class:`LayerSpec`, :class:`UnitSpecWithFrame` A specification of the view that gets faceted. align : dict, :class:`LayoutAlign`, :class:`RowColLayoutAlign`, Literal['all', 'each', 'none'] The alignment to apply to grid rows and columns. The supported string values are ``"all"``, ``"each"``, and ``"none"``. * For ``"none"``, a flow layout will be used, in which adjacent subviews are simply placed one after the other. * For ``"each"``, subviews will be aligned into a clean grid structure, but each row or column may be of variable size. * For ``"all"``, subviews will be aligned and each row or column will be sized identically based on the maximum observed size. String values for this property will be applied to both grid rows and columns. Alternatively, an object value of the form ``{"row": string, "column": string}`` can be used to supply different alignments for rows and columns. **Default value:** ``"all"``. autosize : dict, :class:`AutosizeType`, :class:`AutoSizeParams`, Literal['pad', 'none', 'fit', 'fit-x', 'fit-y'] How the visualization size should be determined. If a string, should be one of ``"pad"``, ``"fit"`` or ``"none"``. Object values can additionally specify parameters for content sizing and automatic resizing. **Default value** : ``pad`` background : str, dict, :class:`Color`, :class:`ExprRef`, :class:`HexColor`, :class:`ColorName`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] CSS color property to use as the background of the entire view. **Default value:** ``"white"`` bounds : Literal['full', 'flush'] The bounds calculation method to use for determining the extent of a sub-plot. One of ``full`` (the default) or ``flush``. * If set to ``full``, the entire calculated bounds (including axes, title, and legend) will be used. * If set to ``flush``, only the specified width and height values for the sub-view will be used. The ``flush`` setting can be useful when attempting to place sub-plots without axes or legends into a uniform grid structure. **Default value:** ``"full"`` center : bool, dict, :class:`RowColboolean` Boolean flag indicating if subviews should be centered relative to their respective rows or columns. An object value of the form ``{"row": boolean, "column": boolean}`` can be used to supply different centering values for rows and columns. **Default value:** ``false`` columns : float The number of columns to include in the view composition layout. **Default value** : ``undefined`` -- An infinite number of columns (a single row) will be assumed. This is equivalent to ``hconcat`` (for ``concat`` ) and to using the ``column`` channel (for ``facet`` and ``repeat`` ). **Note** : 1) This property is only for: * the general (wrappable) ``concat`` operator (not ``hconcat`` / ``vconcat`` ) * the ``facet`` and ``repeat`` operator with one field/repetition definition (without row/column nesting) 2) Setting the ``columns`` to ``1`` is equivalent to ``vconcat`` (for ``concat`` ) and to using the ``row`` channel (for ``facet`` and ``repeat`` ). config : dict, :class:`Config` Vega-Lite configuration object. This property can only be defined at the top-level of a specification. datasets : dict, :class:`Datasets` A global data store for named datasets. This is a mapping from names to inline datasets. This can be an array of objects or primitive values or a string. Arrays of primitive values are ingested as objects with a ``data`` property. description : str Description of this mark for commenting purpose. name : str Name of the visualization for later reference. padding : dict, float, :class:`ExprRef`, :class:`Padding` The default visualization padding, in pixels, from the edge of the visualization canvas to the data rectangle. If a number, specifies padding for all sides. If an object, the value should have the format ``{"left": 5, "top": 5, "right": 5, "bottom": 5}`` to specify padding for each side of the visualization. **Default value** : ``5`` params : Sequence[dict, :class:`TopLevelParameter`, :class:`VariableParameter`, :class:`TopLevelSelectionParameter`] Dynamic variables or selections that parameterize a visualization. resolve : dict, :class:`Resolve` Scale, axis, and legend resolutions for view composition specifications. spacing : dict, float, :class:`RowColnumber` The spacing in pixels between sub-views of the composition operator. An object of the form ``{"row": number, "column": number}`` can be used to set different spacing values for rows and columns. **Default value** : Depends on ``"spacing"`` property of `the view composition configuration `__ ( ``20`` by default) title : str, dict, :class:`Text`, Sequence[str], :class:`TitleParams` Title for the plot. transform : Sequence[dict, :class:`Transform`, :class:`BinTransform`, :class:`FoldTransform`, :class:`LoessTransform`, :class:`PivotTransform`, :class:`StackTransform`, :class:`ExtentTransform`, :class:`FilterTransform`, :class:`ImputeTransform`, :class:`LookupTransform`, :class:`SampleTransform`, :class:`WindowTransform`, :class:`DensityTransform`, :class:`FlattenTransform`, :class:`QuantileTransform`, :class:`TimeUnitTransform`, :class:`AggregateTransform`, :class:`CalculateTransform`, :class:`RegressionTransform`, :class:`JoinAggregateTransform`] An array of data transformations such as filter and new field calculation. usermeta : dict, :class:`Dict` 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. $schema : str URL to `JSON schema `__ for a Vega-Lite specification. Unless you have a reason to change this, use ``https://vega.github.io/schema/vega-lite/v5.json``. Setting the ``$schema`` property allows automatic validation and autocomplete in editors that support JSON schema. """ _schema = {"$ref": "#/definitions/TopLevelFacetSpec"} def __init__( self, data: Union[dict, None, "SchemaBase", UndefinedType] = Undefined, facet: Union[dict, "SchemaBase", UndefinedType] = Undefined, spec: Union[dict, "SchemaBase", UndefinedType] = Undefined, align: Union[ dict, "SchemaBase", Literal["all", "each", "none"], UndefinedType ] = Undefined, autosize: Union[ dict, "SchemaBase", Literal["pad", "none", "fit", "fit-x", "fit-y"], UndefinedType, ] = Undefined, background: Union[ str, dict, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, bounds: Union[Literal["full", "flush"], UndefinedType] = Undefined, center: Union[bool, dict, "SchemaBase", UndefinedType] = Undefined, columns: Union[float, UndefinedType] = Undefined, config: Union[dict, "SchemaBase", UndefinedType] = Undefined, datasets: Union[dict, "SchemaBase", UndefinedType] = Undefined, description: Union[str, UndefinedType] = Undefined, name: Union[str, UndefinedType] = Undefined, padding: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, params: Union[Sequence[Union[dict, "SchemaBase"]], UndefinedType] = Undefined, resolve: Union[dict, "SchemaBase", UndefinedType] = Undefined, spacing: Union[dict, float, "SchemaBase", UndefinedType] = Undefined, title: Union[str, dict, "SchemaBase", Sequence[str], UndefinedType] = Undefined, transform: Union[ Sequence[Union[dict, "SchemaBase"]], UndefinedType ] = Undefined, usermeta: Union[dict, "SchemaBase", UndefinedType] = Undefined, **kwds, ): super(TopLevelFacetSpec, self).__init__( data=data, facet=facet, spec=spec, align=align, autosize=autosize, background=background, bounds=bounds, center=center, columns=columns, config=config, datasets=datasets, description=description, name=name, padding=padding, params=params, resolve=resolve, spacing=spacing, title=title, transform=transform, usermeta=usermeta, **kwds, ) class TopLevelHConcatSpec(TopLevelSpec): """TopLevelHConcatSpec schema wrapper Parameters ---------- hconcat : Sequence[dict, :class:`FacetSpec`, :class:`LayerSpec`, :class:`RepeatSpec`, :class:`FacetedUnitSpec`, :class:`LayerRepeatSpec`, :class:`NonNormalizedSpec`, :class:`NonLayerRepeatSpec`, :class:`ConcatSpecGenericSpec`, :class:`HConcatSpecGenericSpec`, :class:`VConcatSpecGenericSpec`] A list of views to be concatenated and put into a row. autosize : dict, :class:`AutosizeType`, :class:`AutoSizeParams`, Literal['pad', 'none', 'fit', 'fit-x', 'fit-y'] How the visualization size should be determined. If a string, should be one of ``"pad"``, ``"fit"`` or ``"none"``. Object values can additionally specify parameters for content sizing and automatic resizing. **Default value** : ``pad`` background : str, dict, :class:`Color`, :class:`ExprRef`, :class:`HexColor`, :class:`ColorName`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] CSS color property to use as the background of the entire view. **Default value:** ``"white"`` bounds : Literal['full', 'flush'] The bounds calculation method to use for determining the extent of a sub-plot. One of ``full`` (the default) or ``flush``. * If set to ``full``, the entire calculated bounds (including axes, title, and legend) will be used. * If set to ``flush``, only the specified width and height values for the sub-view will be used. The ``flush`` setting can be useful when attempting to place sub-plots without axes or legends into a uniform grid structure. **Default value:** ``"full"`` center : bool Boolean flag indicating if subviews should be centered relative to their respective rows or columns. **Default value:** ``false`` config : dict, :class:`Config` Vega-Lite configuration object. This property can only be defined at the top-level of a specification. data : dict, None, :class:`Data`, :class:`UrlData`, :class:`Generator`, :class:`NamedData`, :class:`DataSource`, :class:`InlineData`, :class:`SphereGenerator`, :class:`SequenceGenerator`, :class:`GraticuleGenerator` An object 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. datasets : dict, :class:`Datasets` A global data store for named datasets. This is a mapping from names to inline datasets. This can be an array of objects or primitive values or a string. Arrays of primitive values are ingested as objects with a ``data`` property. description : str Description of this mark for commenting purpose. name : str Name of the visualization for later reference. padding : dict, float, :class:`ExprRef`, :class:`Padding` The default visualization padding, in pixels, from the edge of the visualization canvas to the data rectangle. If a number, specifies padding for all sides. If an object, the value should have the format ``{"left": 5, "top": 5, "right": 5, "bottom": 5}`` to specify padding for each side of the visualization. **Default value** : ``5`` params : Sequence[dict, :class:`TopLevelParameter`, :class:`VariableParameter`, :class:`TopLevelSelectionParameter`] Dynamic variables or selections that parameterize a visualization. resolve : dict, :class:`Resolve` Scale, axis, and legend resolutions for view composition specifications. spacing : float The spacing in pixels between sub-views of the concat operator. **Default value** : ``10`` title : str, dict, :class:`Text`, Sequence[str], :class:`TitleParams` Title for the plot. transform : Sequence[dict, :class:`Transform`, :class:`BinTransform`, :class:`FoldTransform`, :class:`LoessTransform`, :class:`PivotTransform`, :class:`StackTransform`, :class:`ExtentTransform`, :class:`FilterTransform`, :class:`ImputeTransform`, :class:`LookupTransform`, :class:`SampleTransform`, :class:`WindowTransform`, :class:`DensityTransform`, :class:`FlattenTransform`, :class:`QuantileTransform`, :class:`TimeUnitTransform`, :class:`AggregateTransform`, :class:`CalculateTransform`, :class:`RegressionTransform`, :class:`JoinAggregateTransform`] An array of data transformations such as filter and new field calculation. usermeta : dict, :class:`Dict` 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. $schema : str URL to `JSON schema `__ for a Vega-Lite specification. Unless you have a reason to change this, use ``https://vega.github.io/schema/vega-lite/v5.json``. Setting the ``$schema`` property allows automatic validation and autocomplete in editors that support JSON schema. """ _schema = {"$ref": "#/definitions/TopLevelHConcatSpec"} def __init__( self, hconcat: Union[Sequence[Union[dict, "SchemaBase"]], UndefinedType] = Undefined, autosize: Union[ dict, "SchemaBase", Literal["pad", "none", "fit", "fit-x", "fit-y"], UndefinedType, ] = Undefined, background: Union[ str, dict, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, bounds: Union[Literal["full", "flush"], UndefinedType] = Undefined, center: Union[bool, UndefinedType] = Undefined, config: Union[dict, "SchemaBase", UndefinedType] = Undefined, data: Union[dict, None, "SchemaBase", UndefinedType] = Undefined, datasets: Union[dict, "SchemaBase", UndefinedType] = Undefined, description: Union[str, UndefinedType] = Undefined, name: Union[str, UndefinedType] = Undefined, padding: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, params: Union[Sequence[Union[dict, "SchemaBase"]], UndefinedType] = Undefined, resolve: Union[dict, "SchemaBase", UndefinedType] = Undefined, spacing: Union[float, UndefinedType] = Undefined, title: Union[str, dict, "SchemaBase", Sequence[str], UndefinedType] = Undefined, transform: Union[ Sequence[Union[dict, "SchemaBase"]], UndefinedType ] = Undefined, usermeta: Union[dict, "SchemaBase", UndefinedType] = Undefined, **kwds, ): super(TopLevelHConcatSpec, self).__init__( hconcat=hconcat, autosize=autosize, background=background, bounds=bounds, center=center, config=config, data=data, datasets=datasets, description=description, name=name, padding=padding, params=params, resolve=resolve, spacing=spacing, title=title, transform=transform, usermeta=usermeta, **kwds, ) class TopLevelLayerSpec(TopLevelSpec): """TopLevelLayerSpec schema wrapper Parameters ---------- layer : Sequence[dict, :class:`UnitSpec`, :class:`LayerSpec`] 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. autosize : dict, :class:`AutosizeType`, :class:`AutoSizeParams`, Literal['pad', 'none', 'fit', 'fit-x', 'fit-y'] How the visualization size should be determined. If a string, should be one of ``"pad"``, ``"fit"`` or ``"none"``. Object values can additionally specify parameters for content sizing and automatic resizing. **Default value** : ``pad`` background : str, dict, :class:`Color`, :class:`ExprRef`, :class:`HexColor`, :class:`ColorName`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] CSS color property to use as the background of the entire view. **Default value:** ``"white"`` config : dict, :class:`Config` Vega-Lite configuration object. This property can only be defined at the top-level of a specification. data : dict, None, :class:`Data`, :class:`UrlData`, :class:`Generator`, :class:`NamedData`, :class:`DataSource`, :class:`InlineData`, :class:`SphereGenerator`, :class:`SequenceGenerator`, :class:`GraticuleGenerator` An object 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. datasets : dict, :class:`Datasets` A global data store for named datasets. This is a mapping from names to inline datasets. This can be an array of objects or primitive values or a string. Arrays of primitive values are ingested as objects with a ``data`` property. description : str Description of this mark for commenting purpose. encoding : dict, :class:`SharedEncoding` A shared key-value mapping between encoding channels and definition of fields in the underlying layers. height : str, dict, float, :class:`Step` The height of a visualization. * For a plot with a continuous y-field, height should be a number. * For a plot with either a discrete y-field or no y-field, height can be either a number indicating a fixed height or an object in the form of ``{step: number}`` defining the height per discrete step. (No y-field is equivalent to having one discrete step.) * To enable responsive sizing on height, it should be set to ``"container"``. **Default value:** Based on ``config.view.continuousHeight`` for a plot with a continuous y-field and ``config.view.discreteHeight`` otherwise. **Note:** For plots with `row and column channels `__, this represents the height of a single view and the ``"container"`` option cannot be used. **See also:** `height `__ documentation. name : str Name of the visualization for later reference. padding : dict, float, :class:`ExprRef`, :class:`Padding` The default visualization padding, in pixels, from the edge of the visualization canvas to the data rectangle. If a number, specifies padding for all sides. If an object, the value should have the format ``{"left": 5, "top": 5, "right": 5, "bottom": 5}`` to specify padding for each side of the visualization. **Default value** : ``5`` params : Sequence[dict, :class:`TopLevelParameter`, :class:`VariableParameter`, :class:`TopLevelSelectionParameter`] Dynamic variables or selections that parameterize a visualization. projection : dict, :class:`Projection` An object defining properties of the geographic projection shared by underlying layers. resolve : dict, :class:`Resolve` Scale, axis, and legend resolutions for view composition specifications. title : str, dict, :class:`Text`, Sequence[str], :class:`TitleParams` Title for the plot. transform : Sequence[dict, :class:`Transform`, :class:`BinTransform`, :class:`FoldTransform`, :class:`LoessTransform`, :class:`PivotTransform`, :class:`StackTransform`, :class:`ExtentTransform`, :class:`FilterTransform`, :class:`ImputeTransform`, :class:`LookupTransform`, :class:`SampleTransform`, :class:`WindowTransform`, :class:`DensityTransform`, :class:`FlattenTransform`, :class:`QuantileTransform`, :class:`TimeUnitTransform`, :class:`AggregateTransform`, :class:`CalculateTransform`, :class:`RegressionTransform`, :class:`JoinAggregateTransform`] An array of data transformations such as filter and new field calculation. usermeta : dict, :class:`Dict` 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. view : dict, :class:`ViewBackground` An object defining the view background's fill and stroke. **Default value:** none (transparent) width : str, dict, float, :class:`Step` The width of a visualization. * For a plot with a continuous x-field, width should be a number. * For a plot with either a discrete x-field or no x-field, width can be either a number indicating a fixed width or an object in the form of ``{step: number}`` defining the width per discrete step. (No x-field is equivalent to having one discrete step.) * To enable responsive sizing on width, it should be set to ``"container"``. **Default value:** Based on ``config.view.continuousWidth`` for a plot with a continuous x-field and ``config.view.discreteWidth`` otherwise. **Note:** For plots with `row and column channels `__, this represents the width of a single view and the ``"container"`` option cannot be used. **See also:** `width `__ documentation. $schema : str URL to `JSON schema `__ for a Vega-Lite specification. Unless you have a reason to change this, use ``https://vega.github.io/schema/vega-lite/v5.json``. Setting the ``$schema`` property allows automatic validation and autocomplete in editors that support JSON schema. """ _schema = {"$ref": "#/definitions/TopLevelLayerSpec"} def __init__( self, layer: Union[Sequence[Union[dict, "SchemaBase"]], UndefinedType] = Undefined, autosize: Union[ dict, "SchemaBase", Literal["pad", "none", "fit", "fit-x", "fit-y"], UndefinedType, ] = Undefined, background: Union[ str, dict, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, config: Union[dict, "SchemaBase", UndefinedType] = Undefined, data: Union[dict, None, "SchemaBase", UndefinedType] = Undefined, datasets: Union[dict, "SchemaBase", UndefinedType] = Undefined, description: Union[str, UndefinedType] = Undefined, encoding: Union[dict, "SchemaBase", UndefinedType] = Undefined, height: Union[str, dict, float, "SchemaBase", UndefinedType] = Undefined, name: Union[str, UndefinedType] = Undefined, padding: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, params: Union[Sequence[Union[dict, "SchemaBase"]], UndefinedType] = Undefined, projection: Union[dict, "SchemaBase", UndefinedType] = Undefined, resolve: Union[dict, "SchemaBase", UndefinedType] = Undefined, title: Union[str, dict, "SchemaBase", Sequence[str], UndefinedType] = Undefined, transform: Union[ Sequence[Union[dict, "SchemaBase"]], UndefinedType ] = Undefined, usermeta: Union[dict, "SchemaBase", UndefinedType] = Undefined, view: Union[dict, "SchemaBase", UndefinedType] = Undefined, width: Union[str, dict, float, "SchemaBase", UndefinedType] = Undefined, **kwds, ): super(TopLevelLayerSpec, self).__init__( layer=layer, autosize=autosize, background=background, config=config, data=data, datasets=datasets, description=description, encoding=encoding, height=height, name=name, padding=padding, params=params, projection=projection, resolve=resolve, title=title, transform=transform, usermeta=usermeta, view=view, width=width, **kwds, ) class TopLevelRepeatSpec(TopLevelSpec): """TopLevelRepeatSpec schema wrapper""" _schema = {"$ref": "#/definitions/TopLevelRepeatSpec"} def __init__(self, *args, **kwds): super(TopLevelRepeatSpec, self).__init__(*args, **kwds) class TopLevelUnitSpec(TopLevelSpec): """TopLevelUnitSpec schema wrapper Parameters ---------- data : dict, None, :class:`Data`, :class:`UrlData`, :class:`Generator`, :class:`NamedData`, :class:`DataSource`, :class:`InlineData`, :class:`SphereGenerator`, :class:`SequenceGenerator`, :class:`GraticuleGenerator` An object 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. mark : str, dict, :class:`Mark`, :class:`AnyMark`, :class:`BoxPlot`, :class:`MarkDef`, :class:`ErrorBar`, :class:`ErrorBand`, :class:`BoxPlotDef`, :class:`ErrorBarDef`, :class:`ErrorBandDef`, :class:`CompositeMark`, :class:`CompositeMarkDef`, Literal['arc', 'area', 'bar', 'image', 'line', 'point', 'rect', 'rule', 'text', 'tick', 'trail', 'circle', 'square', 'geoshape'] A string describing the mark type (one of ``"bar"``, ``"circle"``, ``"square"``, ``"tick"``, ``"line"``, ``"area"``, ``"point"``, ``"rule"``, ``"geoshape"``, and ``"text"`` ) or a `mark definition object `__. align : dict, :class:`LayoutAlign`, :class:`RowColLayoutAlign`, Literal['all', 'each', 'none'] The alignment to apply to grid rows and columns. The supported string values are ``"all"``, ``"each"``, and ``"none"``. * For ``"none"``, a flow layout will be used, in which adjacent subviews are simply placed one after the other. * For ``"each"``, subviews will be aligned into a clean grid structure, but each row or column may be of variable size. * For ``"all"``, subviews will be aligned and each row or column will be sized identically based on the maximum observed size. String values for this property will be applied to both grid rows and columns. Alternatively, an object value of the form ``{"row": string, "column": string}`` can be used to supply different alignments for rows and columns. **Default value:** ``"all"``. autosize : dict, :class:`AutosizeType`, :class:`AutoSizeParams`, Literal['pad', 'none', 'fit', 'fit-x', 'fit-y'] How the visualization size should be determined. If a string, should be one of ``"pad"``, ``"fit"`` or ``"none"``. Object values can additionally specify parameters for content sizing and automatic resizing. **Default value** : ``pad`` background : str, dict, :class:`Color`, :class:`ExprRef`, :class:`HexColor`, :class:`ColorName`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] CSS color property to use as the background of the entire view. **Default value:** ``"white"`` bounds : Literal['full', 'flush'] The bounds calculation method to use for determining the extent of a sub-plot. One of ``full`` (the default) or ``flush``. * If set to ``full``, the entire calculated bounds (including axes, title, and legend) will be used. * If set to ``flush``, only the specified width and height values for the sub-view will be used. The ``flush`` setting can be useful when attempting to place sub-plots without axes or legends into a uniform grid structure. **Default value:** ``"full"`` center : bool, dict, :class:`RowColboolean` Boolean flag indicating if subviews should be centered relative to their respective rows or columns. An object value of the form ``{"row": boolean, "column": boolean}`` can be used to supply different centering values for rows and columns. **Default value:** ``false`` config : dict, :class:`Config` Vega-Lite configuration object. This property can only be defined at the top-level of a specification. datasets : dict, :class:`Datasets` A global data store for named datasets. This is a mapping from names to inline datasets. This can be an array of objects or primitive values or a string. Arrays of primitive values are ingested as objects with a ``data`` property. description : str Description of this mark for commenting purpose. encoding : dict, :class:`FacetedEncoding` A key-value mapping between encoding channels and definition of fields. height : str, dict, float, :class:`Step` The height of a visualization. * For a plot with a continuous y-field, height should be a number. * For a plot with either a discrete y-field or no y-field, height can be either a number indicating a fixed height or an object in the form of ``{step: number}`` defining the height per discrete step. (No y-field is equivalent to having one discrete step.) * To enable responsive sizing on height, it should be set to ``"container"``. **Default value:** Based on ``config.view.continuousHeight`` for a plot with a continuous y-field and ``config.view.discreteHeight`` otherwise. **Note:** For plots with `row and column channels `__, this represents the height of a single view and the ``"container"`` option cannot be used. **See also:** `height `__ documentation. name : str Name of the visualization for later reference. padding : dict, float, :class:`ExprRef`, :class:`Padding` The default visualization padding, in pixels, from the edge of the visualization canvas to the data rectangle. If a number, specifies padding for all sides. If an object, the value should have the format ``{"left": 5, "top": 5, "right": 5, "bottom": 5}`` to specify padding for each side of the visualization. **Default value** : ``5`` params : Sequence[dict, :class:`TopLevelParameter`, :class:`VariableParameter`, :class:`TopLevelSelectionParameter`] An array of parameters that may either be simple variables, or more complex selections that map user input to data queries. projection : dict, :class:`Projection` An object defining properties of geographic projection, which will be applied to ``shape`` path for ``"geoshape"`` marks and to ``latitude`` and ``"longitude"`` channels for other marks. resolve : dict, :class:`Resolve` Scale, axis, and legend resolutions for view composition specifications. spacing : dict, float, :class:`RowColnumber` The spacing in pixels between sub-views of the composition operator. An object of the form ``{"row": number, "column": number}`` can be used to set different spacing values for rows and columns. **Default value** : Depends on ``"spacing"`` property of `the view composition configuration `__ ( ``20`` by default) title : str, dict, :class:`Text`, Sequence[str], :class:`TitleParams` Title for the plot. transform : Sequence[dict, :class:`Transform`, :class:`BinTransform`, :class:`FoldTransform`, :class:`LoessTransform`, :class:`PivotTransform`, :class:`StackTransform`, :class:`ExtentTransform`, :class:`FilterTransform`, :class:`ImputeTransform`, :class:`LookupTransform`, :class:`SampleTransform`, :class:`WindowTransform`, :class:`DensityTransform`, :class:`FlattenTransform`, :class:`QuantileTransform`, :class:`TimeUnitTransform`, :class:`AggregateTransform`, :class:`CalculateTransform`, :class:`RegressionTransform`, :class:`JoinAggregateTransform`] An array of data transformations such as filter and new field calculation. usermeta : dict, :class:`Dict` 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. view : dict, :class:`ViewBackground` An object defining the view background's fill and stroke. **Default value:** none (transparent) width : str, dict, float, :class:`Step` The width of a visualization. * For a plot with a continuous x-field, width should be a number. * For a plot with either a discrete x-field or no x-field, width can be either a number indicating a fixed width or an object in the form of ``{step: number}`` defining the width per discrete step. (No x-field is equivalent to having one discrete step.) * To enable responsive sizing on width, it should be set to ``"container"``. **Default value:** Based on ``config.view.continuousWidth`` for a plot with a continuous x-field and ``config.view.discreteWidth`` otherwise. **Note:** For plots with `row and column channels `__, this represents the width of a single view and the ``"container"`` option cannot be used. **See also:** `width `__ documentation. $schema : str URL to `JSON schema `__ for a Vega-Lite specification. Unless you have a reason to change this, use ``https://vega.github.io/schema/vega-lite/v5.json``. Setting the ``$schema`` property allows automatic validation and autocomplete in editors that support JSON schema. """ _schema = {"$ref": "#/definitions/TopLevelUnitSpec"} def __init__( self, data: Union[dict, None, "SchemaBase", UndefinedType] = Undefined, mark: Union[ str, dict, "SchemaBase", Literal[ "arc", "area", "bar", "image", "line", "point", "rect", "rule", "text", "tick", "trail", "circle", "square", "geoshape", ], UndefinedType, ] = Undefined, align: Union[ dict, "SchemaBase", Literal["all", "each", "none"], UndefinedType ] = Undefined, autosize: Union[ dict, "SchemaBase", Literal["pad", "none", "fit", "fit-x", "fit-y"], UndefinedType, ] = Undefined, background: Union[ str, dict, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, bounds: Union[Literal["full", "flush"], UndefinedType] = Undefined, center: Union[bool, dict, "SchemaBase", UndefinedType] = Undefined, config: Union[dict, "SchemaBase", UndefinedType] = Undefined, datasets: Union[dict, "SchemaBase", UndefinedType] = Undefined, description: Union[str, UndefinedType] = Undefined, encoding: Union[dict, "SchemaBase", UndefinedType] = Undefined, height: Union[str, dict, float, "SchemaBase", UndefinedType] = Undefined, name: Union[str, UndefinedType] = Undefined, padding: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, params: Union[Sequence[Union[dict, "SchemaBase"]], UndefinedType] = Undefined, projection: Union[dict, "SchemaBase", UndefinedType] = Undefined, resolve: Union[dict, "SchemaBase", UndefinedType] = Undefined, spacing: Union[dict, float, "SchemaBase", UndefinedType] = Undefined, title: Union[str, dict, "SchemaBase", Sequence[str], UndefinedType] = Undefined, transform: Union[ Sequence[Union[dict, "SchemaBase"]], UndefinedType ] = Undefined, usermeta: Union[dict, "SchemaBase", UndefinedType] = Undefined, view: Union[dict, "SchemaBase", UndefinedType] = Undefined, width: Union[str, dict, float, "SchemaBase", UndefinedType] = Undefined, **kwds, ): super(TopLevelUnitSpec, self).__init__( data=data, mark=mark, align=align, autosize=autosize, background=background, bounds=bounds, center=center, config=config, datasets=datasets, description=description, encoding=encoding, height=height, name=name, padding=padding, params=params, projection=projection, resolve=resolve, spacing=spacing, title=title, transform=transform, usermeta=usermeta, view=view, width=width, **kwds, ) class TopLevelVConcatSpec(TopLevelSpec): """TopLevelVConcatSpec schema wrapper Parameters ---------- vconcat : Sequence[dict, :class:`FacetSpec`, :class:`LayerSpec`, :class:`RepeatSpec`, :class:`FacetedUnitSpec`, :class:`LayerRepeatSpec`, :class:`NonNormalizedSpec`, :class:`NonLayerRepeatSpec`, :class:`ConcatSpecGenericSpec`, :class:`HConcatSpecGenericSpec`, :class:`VConcatSpecGenericSpec`] A list of views to be concatenated and put into a column. autosize : dict, :class:`AutosizeType`, :class:`AutoSizeParams`, Literal['pad', 'none', 'fit', 'fit-x', 'fit-y'] How the visualization size should be determined. If a string, should be one of ``"pad"``, ``"fit"`` or ``"none"``. Object values can additionally specify parameters for content sizing and automatic resizing. **Default value** : ``pad`` background : str, dict, :class:`Color`, :class:`ExprRef`, :class:`HexColor`, :class:`ColorName`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] CSS color property to use as the background of the entire view. **Default value:** ``"white"`` bounds : Literal['full', 'flush'] The bounds calculation method to use for determining the extent of a sub-plot. One of ``full`` (the default) or ``flush``. * If set to ``full``, the entire calculated bounds (including axes, title, and legend) will be used. * If set to ``flush``, only the specified width and height values for the sub-view will be used. The ``flush`` setting can be useful when attempting to place sub-plots without axes or legends into a uniform grid structure. **Default value:** ``"full"`` center : bool Boolean flag indicating if subviews should be centered relative to their respective rows or columns. **Default value:** ``false`` config : dict, :class:`Config` Vega-Lite configuration object. This property can only be defined at the top-level of a specification. data : dict, None, :class:`Data`, :class:`UrlData`, :class:`Generator`, :class:`NamedData`, :class:`DataSource`, :class:`InlineData`, :class:`SphereGenerator`, :class:`SequenceGenerator`, :class:`GraticuleGenerator` An object 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. datasets : dict, :class:`Datasets` A global data store for named datasets. This is a mapping from names to inline datasets. This can be an array of objects or primitive values or a string. Arrays of primitive values are ingested as objects with a ``data`` property. description : str Description of this mark for commenting purpose. name : str Name of the visualization for later reference. padding : dict, float, :class:`ExprRef`, :class:`Padding` The default visualization padding, in pixels, from the edge of the visualization canvas to the data rectangle. If a number, specifies padding for all sides. If an object, the value should have the format ``{"left": 5, "top": 5, "right": 5, "bottom": 5}`` to specify padding for each side of the visualization. **Default value** : ``5`` params : Sequence[dict, :class:`TopLevelParameter`, :class:`VariableParameter`, :class:`TopLevelSelectionParameter`] Dynamic variables or selections that parameterize a visualization. resolve : dict, :class:`Resolve` Scale, axis, and legend resolutions for view composition specifications. spacing : float The spacing in pixels between sub-views of the concat operator. **Default value** : ``10`` title : str, dict, :class:`Text`, Sequence[str], :class:`TitleParams` Title for the plot. transform : Sequence[dict, :class:`Transform`, :class:`BinTransform`, :class:`FoldTransform`, :class:`LoessTransform`, :class:`PivotTransform`, :class:`StackTransform`, :class:`ExtentTransform`, :class:`FilterTransform`, :class:`ImputeTransform`, :class:`LookupTransform`, :class:`SampleTransform`, :class:`WindowTransform`, :class:`DensityTransform`, :class:`FlattenTransform`, :class:`QuantileTransform`, :class:`TimeUnitTransform`, :class:`AggregateTransform`, :class:`CalculateTransform`, :class:`RegressionTransform`, :class:`JoinAggregateTransform`] An array of data transformations such as filter and new field calculation. usermeta : dict, :class:`Dict` 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. $schema : str URL to `JSON schema `__ for a Vega-Lite specification. Unless you have a reason to change this, use ``https://vega.github.io/schema/vega-lite/v5.json``. Setting the ``$schema`` property allows automatic validation and autocomplete in editors that support JSON schema. """ _schema = {"$ref": "#/definitions/TopLevelVConcatSpec"} def __init__( self, vconcat: Union[Sequence[Union[dict, "SchemaBase"]], UndefinedType] = Undefined, autosize: Union[ dict, "SchemaBase", Literal["pad", "none", "fit", "fit-x", "fit-y"], UndefinedType, ] = Undefined, background: Union[ str, dict, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, bounds: Union[Literal["full", "flush"], UndefinedType] = Undefined, center: Union[bool, UndefinedType] = Undefined, config: Union[dict, "SchemaBase", UndefinedType] = Undefined, data: Union[dict, None, "SchemaBase", UndefinedType] = Undefined, datasets: Union[dict, "SchemaBase", UndefinedType] = Undefined, description: Union[str, UndefinedType] = Undefined, name: Union[str, UndefinedType] = Undefined, padding: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, params: Union[Sequence[Union[dict, "SchemaBase"]], UndefinedType] = Undefined, resolve: Union[dict, "SchemaBase", UndefinedType] = Undefined, spacing: Union[float, UndefinedType] = Undefined, title: Union[str, dict, "SchemaBase", Sequence[str], UndefinedType] = Undefined, transform: Union[ Sequence[Union[dict, "SchemaBase"]], UndefinedType ] = Undefined, usermeta: Union[dict, "SchemaBase", UndefinedType] = Undefined, **kwds, ): super(TopLevelVConcatSpec, self).__init__( vconcat=vconcat, autosize=autosize, background=background, bounds=bounds, center=center, config=config, data=data, datasets=datasets, description=description, name=name, padding=padding, params=params, resolve=resolve, spacing=spacing, title=title, transform=transform, usermeta=usermeta, **kwds, ) class TopoDataFormat(DataFormat): """TopoDataFormat schema wrapper Parameters ---------- feature : str The name of the TopoJSON object set to convert to a GeoJSON feature collection. For example, in a map of the world, there may be an object set named ``"countries"``. Using the feature property, we can extract this set and generate a GeoJSON feature object for each country. mesh : str The name of the TopoJSON object set to convert to mesh. Similar to the ``feature`` option, ``mesh`` extracts a named TopoJSON object set. Unlike the ``feature`` option, the corresponding geo data is returned as a single, unified mesh instance, not as individual GeoJSON features. Extracting a mesh is useful for more efficiently drawing borders or other geographic elements that you do not need to associate with specific regions such as individual countries, states or counties. parse : dict, None, :class:`Parse` If set to ``null``, disable type inference based on the spec and only use type inference based on the data. Alternatively, a parsing directive object can be provided for explicit data types. Each property of the object corresponds to a field name, and the value to the desired data type (one of ``"number"``, ``"boolean"``, ``"date"``, or null (do not parse the field)). For example, ``"parse": {"modified_on": "date"}`` parses the ``modified_on`` field in each input record a Date value. For ``"date"``, we parse data based using JavaScript's `Date.parse() `__. For Specific date formats can be provided (e.g., ``{foo: "date:'%m%d%Y'"}`` ), using the `d3-time-format syntax `__. UTC date format parsing is supported similarly (e.g., ``{foo: "utc:'%m%d%Y'"}`` ). See more about `UTC time `__ type : str 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. """ _schema = {"$ref": "#/definitions/TopoDataFormat"} def __init__( self, feature: Union[str, UndefinedType] = Undefined, mesh: Union[str, UndefinedType] = Undefined, parse: Union[dict, None, "SchemaBase", UndefinedType] = Undefined, type: Union[str, UndefinedType] = Undefined, **kwds, ): super(TopoDataFormat, self).__init__( feature=feature, mesh=mesh, parse=parse, type=type, **kwds ) class Transform(VegaLiteSchema): """Transform schema wrapper""" _schema = {"$ref": "#/definitions/Transform"} def __init__(self, *args, **kwds): super(Transform, self).__init__(*args, **kwds) class AggregateTransform(Transform): """AggregateTransform schema wrapper Parameters ---------- aggregate : Sequence[dict, :class:`AggregatedFieldDef`] Array of objects that define fields to aggregate. groupby : Sequence[str, :class:`FieldName`] The data fields to group by. If not specified, a single group containing all data objects will be used. """ _schema = {"$ref": "#/definitions/AggregateTransform"} def __init__( self, aggregate: Union[ Sequence[Union[dict, "SchemaBase"]], UndefinedType ] = Undefined, groupby: Union[Sequence[Union[str, "SchemaBase"]], UndefinedType] = Undefined, **kwds, ): super(AggregateTransform, self).__init__( aggregate=aggregate, groupby=groupby, **kwds ) class BinTransform(Transform): """BinTransform schema wrapper Parameters ---------- bin : bool, dict, :class:`BinParams` An object indicating bin properties, or simply ``true`` for using default bin parameters. field : str, :class:`FieldName` The data field to bin. as : str, :class:`FieldName`, Sequence[str, :class:`FieldName`] The output fields at which to write the start and end bin values. This can be either a string or an array of strings with two elements denoting the name for the fields for bin start and bin end respectively. If a single string (e.g., ``"val"`` ) is provided, the end field will be ``"val_end"``. """ _schema = {"$ref": "#/definitions/BinTransform"} def __init__( self, bin: Union[bool, dict, "SchemaBase", UndefinedType] = Undefined, field: Union[str, "SchemaBase", UndefinedType] = Undefined, **kwds, ): super(BinTransform, self).__init__(bin=bin, field=field, **kwds) class CalculateTransform(Transform): """CalculateTransform schema wrapper Parameters ---------- calculate : str A `expression `__ string. Use the variable ``datum`` to refer to the current data object. as : str, :class:`FieldName` The field for storing the computed formula value. """ _schema = {"$ref": "#/definitions/CalculateTransform"} def __init__(self, calculate: Union[str, UndefinedType] = Undefined, **kwds): super(CalculateTransform, self).__init__(calculate=calculate, **kwds) class DensityTransform(Transform): """DensityTransform schema wrapper Parameters ---------- density : str, :class:`FieldName` The data field for which to perform density estimation. bandwidth : float The bandwidth (standard deviation) of the Gaussian kernel. If unspecified or set to zero, the bandwidth value is automatically estimated from the input data using Scott’s rule. counts : bool A boolean flag indicating if the output values should be probability estimates (false) or smoothed counts (true). **Default value:** ``false`` cumulative : bool A boolean flag indicating whether to produce density estimates (false) or cumulative density estimates (true). **Default value:** ``false`` extent : Sequence[float] A [min, max] domain from which to sample the distribution. If unspecified, the extent will be determined by the observed minimum and maximum values of the density value field. groupby : Sequence[str, :class:`FieldName`] The data fields to group by. If not specified, a single group containing all data objects will be used. maxsteps : float The maximum number of samples to take along the extent domain for plotting the density. **Default value:** ``200`` minsteps : float The minimum number of samples to take along the extent domain for plotting the density. **Default value:** ``25`` steps : float The exact number of samples to take along the extent domain for plotting the density. If specified, overrides both minsteps and maxsteps to set an exact number of uniform samples. Potentially useful in conjunction with a fixed extent to ensure consistent sample points for stacked densities. as : Sequence[str, :class:`FieldName`] The output fields for the sample value and corresponding density estimate. **Default value:** ``["value", "density"]`` """ _schema = {"$ref": "#/definitions/DensityTransform"} def __init__( self, density: Union[str, "SchemaBase", UndefinedType] = Undefined, bandwidth: Union[float, UndefinedType] = Undefined, counts: Union[bool, UndefinedType] = Undefined, cumulative: Union[bool, UndefinedType] = Undefined, extent: Union[Sequence[float], UndefinedType] = Undefined, groupby: Union[Sequence[Union[str, "SchemaBase"]], UndefinedType] = Undefined, maxsteps: Union[float, UndefinedType] = Undefined, minsteps: Union[float, UndefinedType] = Undefined, steps: Union[float, UndefinedType] = Undefined, **kwds, ): super(DensityTransform, self).__init__( density=density, bandwidth=bandwidth, counts=counts, cumulative=cumulative, extent=extent, groupby=groupby, maxsteps=maxsteps, minsteps=minsteps, steps=steps, **kwds, ) class ExtentTransform(Transform): """ExtentTransform schema wrapper Parameters ---------- extent : str, :class:`FieldName` The field of which to get the extent. param : str, :class:`ParameterName` The output parameter produced by the extent transform. """ _schema = {"$ref": "#/definitions/ExtentTransform"} def __init__( self, extent: Union[str, "SchemaBase", UndefinedType] = Undefined, param: Union[str, "SchemaBase", UndefinedType] = Undefined, **kwds, ): super(ExtentTransform, self).__init__(extent=extent, param=param, **kwds) class FilterTransform(Transform): """FilterTransform schema wrapper Parameters ---------- filter : str, dict, :class:`Predicate`, :class:`FieldGTPredicate`, :class:`FieldLTPredicate`, :class:`FieldGTEPredicate`, :class:`FieldLTEPredicate`, :class:`LogicalOrPredicate`, :class:`ParameterPredicate`, :class:`FieldEqualPredicate`, :class:`FieldOneOfPredicate`, :class:`FieldRangePredicate`, :class:`FieldValidPredicate`, :class:`LogicalAndPredicate`, :class:`LogicalNotPredicate`, :class:`PredicateComposition` The ``filter`` property must be a predication definition, which can take one of the following forms: 1) an `expression `__ string, where ``datum`` can be used to refer to the current data object. For example, ``{filter: "datum.b2 > 60"}`` would make the output data includes only items that have values in the field ``b2`` over 60. 2) one of the `field predicates `__ : `equal `__, `lt `__, `lte `__, `gt `__, `gte `__, `range `__, `oneOf `__, or `valid `__, 3) a `selection predicate `__, which define the names of a selection that the data point should belong to (or a logical composition of selections). 4) a `logical composition `__ of (1), (2), or (3). """ _schema = {"$ref": "#/definitions/FilterTransform"} def __init__( self, filter: Union[str, dict, "SchemaBase", UndefinedType] = Undefined, **kwds ): super(FilterTransform, self).__init__(filter=filter, **kwds) class FlattenTransform(Transform): """FlattenTransform schema wrapper Parameters ---------- flatten : Sequence[str, :class:`FieldName`] An array of one or more data fields containing arrays to flatten. If multiple fields are specified, their array values should have a parallel structure, ideally with the same length. If the lengths of parallel arrays do not match, the longest array will be used with ``null`` values added for missing entries. as : Sequence[str, :class:`FieldName`] The output field names for extracted array values. **Default value:** The field name of the corresponding array field """ _schema = {"$ref": "#/definitions/FlattenTransform"} def __init__( self, flatten: Union[Sequence[Union[str, "SchemaBase"]], UndefinedType] = Undefined, **kwds, ): super(FlattenTransform, self).__init__(flatten=flatten, **kwds) class FoldTransform(Transform): """FoldTransform schema wrapper Parameters ---------- fold : Sequence[str, :class:`FieldName`] An array of data fields indicating the properties to fold. as : Sequence[str, :class:`FieldName`] The output field names for the key and value properties produced by the fold transform. **Default value:** ``["key", "value"]`` """ _schema = {"$ref": "#/definitions/FoldTransform"} def __init__( self, fold: Union[Sequence[Union[str, "SchemaBase"]], UndefinedType] = Undefined, **kwds, ): super(FoldTransform, self).__init__(fold=fold, **kwds) class ImputeTransform(Transform): """ImputeTransform schema wrapper Parameters ---------- impute : str, :class:`FieldName` The data field for which the missing values should be imputed. key : str, :class:`FieldName` A key field that uniquely identifies data objects within a group. Missing key values (those occurring in the data but not in the current group) will be imputed. frame : Sequence[None, float] A frame specification as a two-element array used to control the window over which the specified method is applied. The array entries should either be a number indicating the offset from the current data object, or null to indicate unbounded rows preceding or following the current data object. For example, the value ``[-5, 5]`` indicates that the window should include five objects preceding and five objects following the current object. **Default value:** : ``[null, null]`` indicating that the window includes all objects. groupby : Sequence[str, :class:`FieldName`] An optional array of fields by which to group the values. Imputation will then be performed on a per-group basis. keyvals : dict, Sequence[Any], :class:`ImputeSequence` Defines the key values that should be considered for imputation. An array of key values or an object defining a `number sequence `__. If provided, this will be used in addition to the key values observed within the input data. If not provided, the values will be derived from all unique values of the ``key`` field. For ``impute`` in ``encoding``, the key field is the x-field if the y-field is imputed, or vice versa. If there is no impute grouping, this property *must* be specified. method : :class:`ImputeMethod`, Literal['value', 'median', 'max', 'min', 'mean'] The imputation method to use for the field value of imputed data objects. One of ``"value"``, ``"mean"``, ``"median"``, ``"max"`` or ``"min"``. **Default value:** ``"value"`` value : Any The field value to use when the imputation ``method`` is ``"value"``. """ _schema = {"$ref": "#/definitions/ImputeTransform"} def __init__( self, impute: Union[str, "SchemaBase", UndefinedType] = Undefined, key: Union[str, "SchemaBase", UndefinedType] = Undefined, frame: Union[Sequence[Union[None, float]], UndefinedType] = Undefined, groupby: Union[Sequence[Union[str, "SchemaBase"]], UndefinedType] = Undefined, keyvals: Union[dict, "SchemaBase", Sequence[Any], UndefinedType] = Undefined, method: Union[ "SchemaBase", Literal["value", "median", "max", "min", "mean"], UndefinedType, ] = Undefined, value: Union[Any, UndefinedType] = Undefined, **kwds, ): super(ImputeTransform, self).__init__( impute=impute, key=key, frame=frame, groupby=groupby, keyvals=keyvals, method=method, value=value, **kwds, ) class JoinAggregateTransform(Transform): """JoinAggregateTransform schema wrapper Parameters ---------- joinaggregate : Sequence[dict, :class:`JoinAggregateFieldDef`] The definition of the fields in the join aggregate, and what calculations to use. groupby : Sequence[str, :class:`FieldName`] The data fields for partitioning the data objects into separate groups. If unspecified, all data points will be in a single group. """ _schema = {"$ref": "#/definitions/JoinAggregateTransform"} def __init__( self, joinaggregate: Union[ Sequence[Union[dict, "SchemaBase"]], UndefinedType ] = Undefined, groupby: Union[Sequence[Union[str, "SchemaBase"]], UndefinedType] = Undefined, **kwds, ): super(JoinAggregateTransform, self).__init__( joinaggregate=joinaggregate, groupby=groupby, **kwds ) class LoessTransform(Transform): """LoessTransform schema wrapper Parameters ---------- loess : str, :class:`FieldName` The data field of the dependent variable to smooth. on : str, :class:`FieldName` The data field of the independent variable to use a predictor. bandwidth : float A bandwidth parameter in the range ``[0, 1]`` that determines the amount of smoothing. **Default value:** ``0.3`` groupby : Sequence[str, :class:`FieldName`] The data fields to group by. If not specified, a single group containing all data objects will be used. as : Sequence[str, :class:`FieldName`] The output field names for the smoothed points generated by the loess transform. **Default value:** The field names of the input x and y values. """ _schema = {"$ref": "#/definitions/LoessTransform"} def __init__( self, loess: Union[str, "SchemaBase", UndefinedType] = Undefined, on: Union[str, "SchemaBase", UndefinedType] = Undefined, bandwidth: Union[float, UndefinedType] = Undefined, groupby: Union[Sequence[Union[str, "SchemaBase"]], UndefinedType] = Undefined, **kwds, ): super(LoessTransform, self).__init__( loess=loess, on=on, bandwidth=bandwidth, groupby=groupby, **kwds ) class LookupTransform(Transform): """LookupTransform schema wrapper Parameters ---------- lookup : str Key in primary data source. default : Any The default value to use if lookup fails. **Default value:** ``null`` as : str, :class:`FieldName`, Sequence[str, :class:`FieldName`] The output fields on which to store the looked up data values. For data lookups, this property may be left blank if ``from.fields`` has been specified (those field names will be used); if ``from.fields`` has not been specified, ``as`` must be a string. For selection lookups, this property is optional: if unspecified, looked up values will be stored under a property named for the selection; and if specified, it must correspond to ``from.fields``. from : dict, :class:`LookupData`, :class:`LookupSelection` Data source or selection for secondary data reference. """ _schema = {"$ref": "#/definitions/LookupTransform"} def __init__( self, lookup: Union[str, UndefinedType] = Undefined, default: Union[Any, UndefinedType] = Undefined, **kwds, ): super(LookupTransform, self).__init__(lookup=lookup, default=default, **kwds) class PivotTransform(Transform): """PivotTransform schema wrapper Parameters ---------- pivot : str, :class:`FieldName` The data field to pivot on. The unique values of this field become new field names in the output stream. value : str, :class:`FieldName` The data field to populate pivoted fields. The aggregate values of this field become the values of the new pivoted fields. groupby : Sequence[str, :class:`FieldName`] The optional data fields to group by. If not specified, a single group containing all data objects will be used. limit : float An optional parameter indicating the maximum number of pivoted fields to generate. The default ( ``0`` ) applies no limit. The pivoted ``pivot`` names are sorted in ascending order prior to enforcing the limit. **Default value:** ``0`` op : :class:`AggregateOp`, Literal['argmax', 'argmin', 'average', 'count', 'distinct', 'max', 'mean', 'median', 'min', 'missing', 'product', 'q1', 'q3', 'ci0', 'ci1', 'stderr', 'stdev', 'stdevp', 'sum', 'valid', 'values', 'variance', 'variancep', 'exponential', 'exponentialb'] The aggregation operation to apply to grouped ``value`` field values. **Default value:** ``sum`` """ _schema = {"$ref": "#/definitions/PivotTransform"} def __init__( self, pivot: Union[str, "SchemaBase", UndefinedType] = Undefined, value: Union[str, "SchemaBase", UndefinedType] = Undefined, groupby: Union[Sequence[Union[str, "SchemaBase"]], UndefinedType] = Undefined, limit: Union[float, UndefinedType] = Undefined, op: Union[ "SchemaBase", Literal[ "argmax", "argmin", "average", "count", "distinct", "max", "mean", "median", "min", "missing", "product", "q1", "q3", "ci0", "ci1", "stderr", "stdev", "stdevp", "sum", "valid", "values", "variance", "variancep", "exponential", "exponentialb", ], UndefinedType, ] = Undefined, **kwds, ): super(PivotTransform, self).__init__( pivot=pivot, value=value, groupby=groupby, limit=limit, op=op, **kwds ) class QuantileTransform(Transform): """QuantileTransform schema wrapper Parameters ---------- quantile : str, :class:`FieldName` The data field for which to perform quantile estimation. groupby : Sequence[str, :class:`FieldName`] The data fields to group by. If not specified, a single group containing all data objects will be used. probs : Sequence[float] An array of probabilities in the range (0, 1) for which to compute quantile values. If not specified, the *step* parameter will be used. step : float A probability step size (default 0.01) for sampling quantile values. All values from one-half the step size up to 1 (exclusive) will be sampled. This parameter is only used if the *probs* parameter is not provided. as : Sequence[str, :class:`FieldName`] The output field names for the probability and quantile values. **Default value:** ``["prob", "value"]`` """ _schema = {"$ref": "#/definitions/QuantileTransform"} def __init__( self, quantile: Union[str, "SchemaBase", UndefinedType] = Undefined, groupby: Union[Sequence[Union[str, "SchemaBase"]], UndefinedType] = Undefined, probs: Union[Sequence[float], UndefinedType] = Undefined, step: Union[float, UndefinedType] = Undefined, **kwds, ): super(QuantileTransform, self).__init__( quantile=quantile, groupby=groupby, probs=probs, step=step, **kwds ) class RegressionTransform(Transform): """RegressionTransform schema wrapper Parameters ---------- on : str, :class:`FieldName` The data field of the independent variable to use a predictor. regression : str, :class:`FieldName` The data field of the dependent variable to predict. extent : Sequence[float] A [min, max] domain over the independent (x) field for the starting and ending points of the generated trend line. groupby : Sequence[str, :class:`FieldName`] The data fields to group by. If not specified, a single group containing all data objects will be used. method : Literal['linear', 'log', 'exp', 'pow', 'quad', 'poly'] The functional form of the regression model. One of ``"linear"``, ``"log"``, ``"exp"``, ``"pow"``, ``"quad"``, or ``"poly"``. **Default value:** ``"linear"`` order : float The polynomial order (number of coefficients) for the 'poly' method. **Default value:** ``3`` params : bool A boolean flag indicating if the transform should return the regression model parameters (one object per group), rather than trend line points. The resulting objects include a ``coef`` array of fitted coefficient values (starting with the intercept term and then including terms of increasing order) and an ``rSquared`` value (indicating the total variance explained by the model). **Default value:** ``false`` as : Sequence[str, :class:`FieldName`] The output field names for the smoothed points generated by the regression transform. **Default value:** The field names of the input x and y values. """ _schema = {"$ref": "#/definitions/RegressionTransform"} def __init__( self, on: Union[str, "SchemaBase", UndefinedType] = Undefined, regression: Union[str, "SchemaBase", UndefinedType] = Undefined, extent: Union[Sequence[float], UndefinedType] = Undefined, groupby: Union[Sequence[Union[str, "SchemaBase"]], UndefinedType] = Undefined, method: Union[ Literal["linear", "log", "exp", "pow", "quad", "poly"], UndefinedType ] = Undefined, order: Union[float, UndefinedType] = Undefined, params: Union[bool, UndefinedType] = Undefined, **kwds, ): super(RegressionTransform, self).__init__( on=on, regression=regression, extent=extent, groupby=groupby, method=method, order=order, params=params, **kwds, ) class SampleTransform(Transform): """SampleTransform schema wrapper Parameters ---------- sample : float The maximum number of data objects to include in the sample. **Default value:** ``1000`` """ _schema = {"$ref": "#/definitions/SampleTransform"} def __init__(self, sample: Union[float, UndefinedType] = Undefined, **kwds): super(SampleTransform, self).__init__(sample=sample, **kwds) class StackTransform(Transform): """StackTransform schema wrapper Parameters ---------- groupby : Sequence[str, :class:`FieldName`] The data fields to group by. stack : str, :class:`FieldName` The field which is stacked. offset : Literal['zero', 'center', 'normalize'] Mode for stacking marks. One of ``"zero"`` (default), ``"center"``, or ``"normalize"``. The ``"zero"`` offset will stack starting at ``0``. The ``"center"`` offset will center the stacks. The ``"normalize"`` offset will compute percentage values for each stack point, with output values in the range ``[0,1]``. **Default value:** ``"zero"`` sort : Sequence[dict, :class:`SortField`] Field that determines the order of leaves in the stacked charts. as : str, :class:`FieldName`, Sequence[str, :class:`FieldName`] Output field names. This can be either a string or an array of strings with two elements denoting the name for the fields for stack start and stack end respectively. If a single string(e.g., ``"val"`` ) is provided, the end field will be ``"val_end"``. """ _schema = {"$ref": "#/definitions/StackTransform"} def __init__( self, groupby: Union[Sequence[Union[str, "SchemaBase"]], UndefinedType] = Undefined, stack: Union[str, "SchemaBase", UndefinedType] = Undefined, offset: Union[ Literal["zero", "center", "normalize"], UndefinedType ] = Undefined, sort: Union[Sequence[Union[dict, "SchemaBase"]], UndefinedType] = Undefined, **kwds, ): super(StackTransform, self).__init__( groupby=groupby, stack=stack, offset=offset, sort=sort, **kwds ) class TimeUnitTransform(Transform): """TimeUnitTransform schema wrapper Parameters ---------- field : str, :class:`FieldName` The data field to apply time unit. timeUnit : dict, :class:`TimeUnit`, :class:`MultiTimeUnit`, :class:`SingleTimeUnit`, :class:`UtcMultiTimeUnit`, :class:`UtcSingleTimeUnit`, :class:`LocalMultiTimeUnit`, :class:`LocalSingleTimeUnit`, :class:`TimeUnitTransformParams`, Literal['year', 'quarter', 'month', 'week', 'day', 'dayofyear', 'date', 'hours', 'minutes', 'seconds', 'milliseconds'], Literal['utcyear', 'utcquarter', 'utcmonth', 'utcweek', 'utcday', 'utcdayofyear', 'utcdate', 'utchours', 'utcminutes', 'utcseconds', 'utcmilliseconds'], Literal['yearquarter', 'yearquartermonth', 'yearmonth', 'yearmonthdate', 'yearmonthdatehours', 'yearmonthdatehoursminutes', 'yearmonthdatehoursminutesseconds', 'yearweek', 'yearweekday', 'yearweekdayhours', 'yearweekdayhoursminutes', 'yearweekdayhoursminutesseconds', 'yeardayofyear', 'quartermonth', 'monthdate', 'monthdatehours', 'monthdatehoursminutes', 'monthdatehoursminutesseconds', 'weekday', 'weekdayhours', 'weekdayhoursminutes', 'weekdayhoursminutesseconds', 'dayhours', 'dayhoursminutes', 'dayhoursminutesseconds', 'hoursminutes', 'hoursminutesseconds', 'minutesseconds', 'secondsmilliseconds'], Literal['utcyearquarter', 'utcyearquartermonth', 'utcyearmonth', 'utcyearmonthdate', 'utcyearmonthdatehours', 'utcyearmonthdatehoursminutes', 'utcyearmonthdatehoursminutesseconds', 'utcyearweek', 'utcyearweekday', 'utcyearweekdayhours', 'utcyearweekdayhoursminutes', 'utcyearweekdayhoursminutesseconds', 'utcyeardayofyear', 'utcquartermonth', 'utcmonthdate', 'utcmonthdatehours', 'utcmonthdatehoursminutes', 'utcmonthdatehoursminutesseconds', 'utcweekday', 'utcweeksdayhours', 'utcweekdayhoursminutes', 'utcweekdayhoursminutesseconds', 'utcdayhours', 'utcdayhoursminutes', 'utcdayhoursminutesseconds', 'utchoursminutes', 'utchoursminutesseconds', 'utcminutesseconds', 'utcsecondsmilliseconds'] The timeUnit. as : str, :class:`FieldName` The output field to write the timeUnit value. """ _schema = {"$ref": "#/definitions/TimeUnitTransform"} def __init__( self, field: Union[str, "SchemaBase", UndefinedType] = Undefined, timeUnit: Union[ dict, "SchemaBase", Literal[ "year", "quarter", "month", "week", "day", "dayofyear", "date", "hours", "minutes", "seconds", "milliseconds", ], Literal[ "utcyear", "utcquarter", "utcmonth", "utcweek", "utcday", "utcdayofyear", "utcdate", "utchours", "utcminutes", "utcseconds", "utcmilliseconds", ], Literal[ "yearquarter", "yearquartermonth", "yearmonth", "yearmonthdate", "yearmonthdatehours", "yearmonthdatehoursminutes", "yearmonthdatehoursminutesseconds", "yearweek", "yearweekday", "yearweekdayhours", "yearweekdayhoursminutes", "yearweekdayhoursminutesseconds", "yeardayofyear", "quartermonth", "monthdate", "monthdatehours", "monthdatehoursminutes", "monthdatehoursminutesseconds", "weekday", "weekdayhours", "weekdayhoursminutes", "weekdayhoursminutesseconds", "dayhours", "dayhoursminutes", "dayhoursminutesseconds", "hoursminutes", "hoursminutesseconds", "minutesseconds", "secondsmilliseconds", ], Literal[ "utcyearquarter", "utcyearquartermonth", "utcyearmonth", "utcyearmonthdate", "utcyearmonthdatehours", "utcyearmonthdatehoursminutes", "utcyearmonthdatehoursminutesseconds", "utcyearweek", "utcyearweekday", "utcyearweekdayhours", "utcyearweekdayhoursminutes", "utcyearweekdayhoursminutesseconds", "utcyeardayofyear", "utcquartermonth", "utcmonthdate", "utcmonthdatehours", "utcmonthdatehoursminutes", "utcmonthdatehoursminutesseconds", "utcweekday", "utcweeksdayhours", "utcweekdayhoursminutes", "utcweekdayhoursminutesseconds", "utcdayhours", "utcdayhoursminutes", "utcdayhoursminutesseconds", "utchoursminutes", "utchoursminutesseconds", "utcminutesseconds", "utcsecondsmilliseconds", ], UndefinedType, ] = Undefined, **kwds, ): super(TimeUnitTransform, self).__init__(field=field, timeUnit=timeUnit, **kwds) class Type(VegaLiteSchema): """Type schema wrapper Data type based on level of measurement """ _schema = {"$ref": "#/definitions/Type"} def __init__(self, *args): super(Type, self).__init__(*args) class TypeForShape(VegaLiteSchema): """TypeForShape schema wrapper""" _schema = {"$ref": "#/definitions/TypeForShape"} def __init__(self, *args): super(TypeForShape, self).__init__(*args) class TypedFieldDef(VegaLiteSchema): """TypedFieldDef schema wrapper Definition object for a data field, its type and transformation of an encoding channel. Parameters ---------- aggregate : dict, :class:`Aggregate`, :class:`ArgmaxDef`, :class:`ArgminDef`, :class:`NonArgAggregateOp`, Literal['average', 'count', 'distinct', 'max', 'mean', 'median', 'min', 'missing', 'product', 'q1', 'q3', 'ci0', 'ci1', 'stderr', 'stdev', 'stdevp', 'sum', 'valid', 'values', 'variance', 'variancep', 'exponential', 'exponentialb'] Aggregation function for the field (e.g., ``"mean"``, ``"sum"``, ``"median"``, ``"min"``, ``"max"``, ``"count"`` ). **Default value:** ``undefined`` (None) **See also:** `aggregate `__ documentation. bandPosition : float Relative position on a band of a stacked, binned, time unit, or band scale. For example, the marks will be positioned at the beginning of the band if set to ``0``, and at the middle of the band if set to ``0.5``. bin : str, bool, dict, None, :class:`BinParams` A flag for binning a ``quantitative`` field, `an object defining binning parameters `__, or indicating that the data for ``x`` or ``y`` channel are binned before they are imported into Vega-Lite ( ``"binned"`` ). If ``true``, default `binning parameters `__ will be applied. If ``"binned"``, this indicates that the data for the ``x`` (or ``y`` ) channel are already binned. You can map the bin-start field to ``x`` (or ``y`` ) and the bin-end field to ``x2`` (or ``y2`` ). The scale and axis will be formatted similar to binning in Vega-Lite. To adjust the axis ticks based on the bin step, you can also set the axis's `tickMinStep `__ property. **Default value:** ``false`` **See also:** `bin `__ documentation. field : str, dict, :class:`Field`, :class:`FieldName`, :class:`RepeatRef` **Required.** A string defining the name of the field from which to pull a data value or an object defining iterated values from the `repeat `__ operator. **See also:** `field `__ documentation. **Notes:** 1) Dots ( ``.`` ) and brackets ( ``[`` and ``]`` ) can be used to access nested objects (e.g., ``"field": "foo.bar"`` and ``"field": "foo['bar']"`` ). If field names contain dots or brackets but are not nested, you can use ``\\`` to escape dots and brackets (e.g., ``"a\\.b"`` and ``"a\\[0\\]"`` ). See more details about escaping in the `field documentation `__. 2) ``field`` is not required if ``aggregate`` is ``count``. timeUnit : dict, :class:`TimeUnit`, :class:`MultiTimeUnit`, :class:`BinnedTimeUnit`, :class:`SingleTimeUnit`, :class:`TimeUnitParams`, :class:`UtcMultiTimeUnit`, :class:`UtcSingleTimeUnit`, :class:`LocalMultiTimeUnit`, :class:`LocalSingleTimeUnit`, Literal['year', 'quarter', 'month', 'week', 'day', 'dayofyear', 'date', 'hours', 'minutes', 'seconds', 'milliseconds'], Literal['utcyear', 'utcquarter', 'utcmonth', 'utcweek', 'utcday', 'utcdayofyear', 'utcdate', 'utchours', 'utcminutes', 'utcseconds', 'utcmilliseconds'], Literal['binnedyear', 'binnedyearquarter', 'binnedyearquartermonth', 'binnedyearmonth', 'binnedyearmonthdate', 'binnedyearmonthdatehours', 'binnedyearmonthdatehoursminutes', 'binnedyearmonthdatehoursminutesseconds', 'binnedyearweek', 'binnedyearweekday', 'binnedyearweekdayhours', 'binnedyearweekdayhoursminutes', 'binnedyearweekdayhoursminutesseconds', 'binnedyeardayofyear'], Literal['binnedutcyear', 'binnedutcyearquarter', 'binnedutcyearquartermonth', 'binnedutcyearmonth', 'binnedutcyearmonthdate', 'binnedutcyearmonthdatehours', 'binnedutcyearmonthdatehoursminutes', 'binnedutcyearmonthdatehoursminutesseconds', 'binnedutcyearweek', 'binnedutcyearweekday', 'binnedutcyearweekdayhours', 'binnedutcyearweekdayhoursminutes', 'binnedutcyearweekdayhoursminutesseconds', 'binnedutcyeardayofyear'], Literal['yearquarter', 'yearquartermonth', 'yearmonth', 'yearmonthdate', 'yearmonthdatehours', 'yearmonthdatehoursminutes', 'yearmonthdatehoursminutesseconds', 'yearweek', 'yearweekday', 'yearweekdayhours', 'yearweekdayhoursminutes', 'yearweekdayhoursminutesseconds', 'yeardayofyear', 'quartermonth', 'monthdate', 'monthdatehours', 'monthdatehoursminutes', 'monthdatehoursminutesseconds', 'weekday', 'weekdayhours', 'weekdayhoursminutes', 'weekdayhoursminutesseconds', 'dayhours', 'dayhoursminutes', 'dayhoursminutesseconds', 'hoursminutes', 'hoursminutesseconds', 'minutesseconds', 'secondsmilliseconds'], Literal['utcyearquarter', 'utcyearquartermonth', 'utcyearmonth', 'utcyearmonthdate', 'utcyearmonthdatehours', 'utcyearmonthdatehoursminutes', 'utcyearmonthdatehoursminutesseconds', 'utcyearweek', 'utcyearweekday', 'utcyearweekdayhours', 'utcyearweekdayhoursminutes', 'utcyearweekdayhoursminutesseconds', 'utcyeardayofyear', 'utcquartermonth', 'utcmonthdate', 'utcmonthdatehours', 'utcmonthdatehoursminutes', 'utcmonthdatehoursminutesseconds', 'utcweekday', 'utcweeksdayhours', 'utcweekdayhoursminutes', 'utcweekdayhoursminutesseconds', 'utcdayhours', 'utcdayhoursminutes', 'utcdayhoursminutesseconds', 'utchoursminutes', 'utchoursminutesseconds', 'utcminutesseconds', 'utcsecondsmilliseconds'] Time unit (e.g., ``year``, ``yearmonth``, ``month``, ``hours`` ) for a temporal field. or `a temporal field that gets casted as ordinal `__. **Default value:** ``undefined`` (None) **See also:** `timeUnit `__ documentation. title : str, None, :class:`Text`, Sequence[str] A title for the field. If ``null``, the title will be removed. **Default value:** derived from the field's name and transformation function ( ``aggregate``, ``bin`` and ``timeUnit`` ). If the field has an aggregate function, the function is displayed as part of the title (e.g., ``"Sum of Profit"`` ). If the field is binned or has a time unit applied, the applied function is shown in parentheses (e.g., ``"Profit (binned)"``, ``"Transaction Date (year-month)"`` ). Otherwise, the title is simply the field name. **Notes** : 1) You can customize the default field title format by providing the `fieldTitle `__ property in the `config `__ or `fieldTitle function via the compile function's options `__. 2) If both field definition's ``title`` and axis, header, or legend ``title`` are defined, axis/header/legend title will be used. type : :class:`StandardType`, Literal['quantitative', 'ordinal', 'temporal', 'nominal'] The type of measurement ( ``"quantitative"``, ``"temporal"``, ``"ordinal"``, or ``"nominal"`` ) for the encoded field or constant value ( ``datum`` ). It can also be a ``"geojson"`` type for encoding `'geoshape' `__. Vega-Lite automatically infers data types in many cases as discussed below. However, type is required for a field if: (1) the field is not nominal and the field encoding has no specified ``aggregate`` (except ``argmin`` and ``argmax`` ), ``bin``, scale type, custom ``sort`` order, nor ``timeUnit`` or (2) if you wish to use an ordinal scale for a field with ``bin`` or ``timeUnit``. **Default value:** 1) For a data ``field``, ``"nominal"`` is the default data type unless the field encoding has ``aggregate``, ``channel``, ``bin``, scale type, ``sort``, or ``timeUnit`` that satisfies the following criteria: * ``"quantitative"`` is the default type if (1) the encoded field contains ``bin`` or ``aggregate`` except ``"argmin"`` and ``"argmax"``, (2) the encoding channel is ``latitude`` or ``longitude`` channel or (3) if the specified scale type is `a quantitative scale `__. * ``"temporal"`` is the default type if (1) the encoded field contains ``timeUnit`` or (2) the specified scale type is a time or utc scale * ``"ordinal"`` is the default type if (1) the encoded field contains a `custom sort order `__, (2) the specified scale type is an ordinal/point/band scale, or (3) the encoding channel is ``order``. 2) For a constant value in data domain ( ``datum`` ): * ``"quantitative"`` if the datum is a number * ``"nominal"`` if the datum is a string * ``"temporal"`` if the datum is `a date time object `__ **Note:** * Data ``type`` describes the semantics of the data rather than the primitive data types (number, string, etc.). The same primitive data type can have different types of measurement. For example, numeric data can represent quantitative, ordinal, or nominal data. * Data values for a temporal field can be either a date-time string (e.g., ``"2015-03-07 12:32:17"``, ``"17:01"``, ``"2015-03-16"``. ``"2015"`` ) or a timestamp number (e.g., ``1552199579097`` ). * When using with `bin `__, the ``type`` property can be either ``"quantitative"`` (for using a linear bin scale) or `"ordinal" (for using an ordinal bin scale) `__. * When using with `timeUnit `__, the ``type`` property can be either ``"temporal"`` (default, for using a temporal scale) or `"ordinal" (for using an ordinal scale) `__. * When using with `aggregate `__, the ``type`` property refers to the post-aggregation data type. For example, we can calculate count ``distinct`` of a categorical field ``"cat"`` using ``{"aggregate": "distinct", "field": "cat"}``. The ``"type"`` of the aggregate output is ``"quantitative"``. * Secondary channels (e.g., ``x2``, ``y2``, ``xError``, ``yError`` ) do not have ``type`` as they must have exactly the same type as their primary channels (e.g., ``x``, ``y`` ). **See also:** `type `__ documentation. """ _schema = {"$ref": "#/definitions/TypedFieldDef"} def __init__( self, aggregate: Union[ dict, "SchemaBase", Literal[ "average", "count", "distinct", "max", "mean", "median", "min", "missing", "product", "q1", "q3", "ci0", "ci1", "stderr", "stdev", "stdevp", "sum", "valid", "values", "variance", "variancep", "exponential", "exponentialb", ], UndefinedType, ] = Undefined, bandPosition: Union[float, UndefinedType] = Undefined, bin: Union[str, bool, dict, None, "SchemaBase", UndefinedType] = Undefined, field: Union[str, dict, "SchemaBase", UndefinedType] = Undefined, timeUnit: Union[ dict, "SchemaBase", Literal[ "year", "quarter", "month", "week", "day", "dayofyear", "date", "hours", "minutes", "seconds", "milliseconds", ], Literal[ "utcyear", "utcquarter", "utcmonth", "utcweek", "utcday", "utcdayofyear", "utcdate", "utchours", "utcminutes", "utcseconds", "utcmilliseconds", ], Literal[ "binnedyear", "binnedyearquarter", "binnedyearquartermonth", "binnedyearmonth", "binnedyearmonthdate", "binnedyearmonthdatehours", "binnedyearmonthdatehoursminutes", "binnedyearmonthdatehoursminutesseconds", "binnedyearweek", "binnedyearweekday", "binnedyearweekdayhours", "binnedyearweekdayhoursminutes", "binnedyearweekdayhoursminutesseconds", "binnedyeardayofyear", ], Literal[ "binnedutcyear", "binnedutcyearquarter", "binnedutcyearquartermonth", "binnedutcyearmonth", "binnedutcyearmonthdate", "binnedutcyearmonthdatehours", "binnedutcyearmonthdatehoursminutes", "binnedutcyearmonthdatehoursminutesseconds", "binnedutcyearweek", "binnedutcyearweekday", "binnedutcyearweekdayhours", "binnedutcyearweekdayhoursminutes", "binnedutcyearweekdayhoursminutesseconds", "binnedutcyeardayofyear", ], Literal[ "yearquarter", "yearquartermonth", "yearmonth", "yearmonthdate", "yearmonthdatehours", "yearmonthdatehoursminutes", "yearmonthdatehoursminutesseconds", "yearweek", "yearweekday", "yearweekdayhours", "yearweekdayhoursminutes", "yearweekdayhoursminutesseconds", "yeardayofyear", "quartermonth", "monthdate", "monthdatehours", "monthdatehoursminutes", "monthdatehoursminutesseconds", "weekday", "weekdayhours", "weekdayhoursminutes", "weekdayhoursminutesseconds", "dayhours", "dayhoursminutes", "dayhoursminutesseconds", "hoursminutes", "hoursminutesseconds", "minutesseconds", "secondsmilliseconds", ], Literal[ "utcyearquarter", "utcyearquartermonth", "utcyearmonth", "utcyearmonthdate", "utcyearmonthdatehours", "utcyearmonthdatehoursminutes", "utcyearmonthdatehoursminutesseconds", "utcyearweek", "utcyearweekday", "utcyearweekdayhours", "utcyearweekdayhoursminutes", "utcyearweekdayhoursminutesseconds", "utcyeardayofyear", "utcquartermonth", "utcmonthdate", "utcmonthdatehours", "utcmonthdatehoursminutes", "utcmonthdatehoursminutesseconds", "utcweekday", "utcweeksdayhours", "utcweekdayhoursminutes", "utcweekdayhoursminutesseconds", "utcdayhours", "utcdayhoursminutes", "utcdayhoursminutesseconds", "utchoursminutes", "utchoursminutesseconds", "utcminutesseconds", "utcsecondsmilliseconds", ], UndefinedType, ] = Undefined, title: Union[str, None, "SchemaBase", Sequence[str], UndefinedType] = Undefined, type: Union[ "SchemaBase", Literal["quantitative", "ordinal", "temporal", "nominal"], UndefinedType, ] = Undefined, **kwds, ): super(TypedFieldDef, self).__init__( aggregate=aggregate, bandPosition=bandPosition, bin=bin, field=field, timeUnit=timeUnit, title=title, type=type, **kwds, ) class URI(VegaLiteSchema): """URI schema wrapper""" _schema = {"$ref": "#/definitions/URI"} def __init__(self, *args): super(URI, self).__init__(*args) class UnitSpec(VegaLiteSchema): """UnitSpec schema wrapper Base interface for a unit (single-view) specification. Parameters ---------- mark : str, dict, :class:`Mark`, :class:`AnyMark`, :class:`BoxPlot`, :class:`MarkDef`, :class:`ErrorBar`, :class:`ErrorBand`, :class:`BoxPlotDef`, :class:`ErrorBarDef`, :class:`ErrorBandDef`, :class:`CompositeMark`, :class:`CompositeMarkDef`, Literal['arc', 'area', 'bar', 'image', 'line', 'point', 'rect', 'rule', 'text', 'tick', 'trail', 'circle', 'square', 'geoshape'] A string describing the mark type (one of ``"bar"``, ``"circle"``, ``"square"``, ``"tick"``, ``"line"``, ``"area"``, ``"point"``, ``"rule"``, ``"geoshape"``, and ``"text"`` ) or a `mark definition object `__. data : dict, None, :class:`Data`, :class:`UrlData`, :class:`Generator`, :class:`NamedData`, :class:`DataSource`, :class:`InlineData`, :class:`SphereGenerator`, :class:`SequenceGenerator`, :class:`GraticuleGenerator` An object 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. description : str Description of this mark for commenting purpose. encoding : dict, :class:`Encoding` A key-value mapping between encoding channels and definition of fields. name : str Name of the visualization for later reference. params : Sequence[dict, :class:`SelectionParameter`] An array of parameters that may either be simple variables, or more complex selections that map user input to data queries. projection : dict, :class:`Projection` An object defining properties of geographic projection, which will be applied to ``shape`` path for ``"geoshape"`` marks and to ``latitude`` and ``"longitude"`` channels for other marks. title : str, dict, :class:`Text`, Sequence[str], :class:`TitleParams` Title for the plot. transform : Sequence[dict, :class:`Transform`, :class:`BinTransform`, :class:`FoldTransform`, :class:`LoessTransform`, :class:`PivotTransform`, :class:`StackTransform`, :class:`ExtentTransform`, :class:`FilterTransform`, :class:`ImputeTransform`, :class:`LookupTransform`, :class:`SampleTransform`, :class:`WindowTransform`, :class:`DensityTransform`, :class:`FlattenTransform`, :class:`QuantileTransform`, :class:`TimeUnitTransform`, :class:`AggregateTransform`, :class:`CalculateTransform`, :class:`RegressionTransform`, :class:`JoinAggregateTransform`] An array of data transformations such as filter and new field calculation. """ _schema = {"$ref": "#/definitions/UnitSpec"} def __init__( self, mark: Union[ str, dict, "SchemaBase", Literal[ "arc", "area", "bar", "image", "line", "point", "rect", "rule", "text", "tick", "trail", "circle", "square", "geoshape", ], UndefinedType, ] = Undefined, data: Union[dict, None, "SchemaBase", UndefinedType] = Undefined, description: Union[str, UndefinedType] = Undefined, encoding: Union[dict, "SchemaBase", UndefinedType] = Undefined, name: Union[str, UndefinedType] = Undefined, params: Union[Sequence[Union[dict, "SchemaBase"]], UndefinedType] = Undefined, projection: Union[dict, "SchemaBase", UndefinedType] = Undefined, title: Union[str, dict, "SchemaBase", Sequence[str], UndefinedType] = Undefined, transform: Union[ Sequence[Union[dict, "SchemaBase"]], UndefinedType ] = Undefined, **kwds, ): super(UnitSpec, self).__init__( mark=mark, data=data, description=description, encoding=encoding, name=name, params=params, projection=projection, title=title, transform=transform, **kwds, ) class UnitSpecWithFrame(VegaLiteSchema): """UnitSpecWithFrame schema wrapper Parameters ---------- mark : str, dict, :class:`Mark`, :class:`AnyMark`, :class:`BoxPlot`, :class:`MarkDef`, :class:`ErrorBar`, :class:`ErrorBand`, :class:`BoxPlotDef`, :class:`ErrorBarDef`, :class:`ErrorBandDef`, :class:`CompositeMark`, :class:`CompositeMarkDef`, Literal['arc', 'area', 'bar', 'image', 'line', 'point', 'rect', 'rule', 'text', 'tick', 'trail', 'circle', 'square', 'geoshape'] A string describing the mark type (one of ``"bar"``, ``"circle"``, ``"square"``, ``"tick"``, ``"line"``, ``"area"``, ``"point"``, ``"rule"``, ``"geoshape"``, and ``"text"`` ) or a `mark definition object `__. data : dict, None, :class:`Data`, :class:`UrlData`, :class:`Generator`, :class:`NamedData`, :class:`DataSource`, :class:`InlineData`, :class:`SphereGenerator`, :class:`SequenceGenerator`, :class:`GraticuleGenerator` An object 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. description : str Description of this mark for commenting purpose. encoding : dict, :class:`Encoding` A key-value mapping between encoding channels and definition of fields. height : str, dict, float, :class:`Step` The height of a visualization. * For a plot with a continuous y-field, height should be a number. * For a plot with either a discrete y-field or no y-field, height can be either a number indicating a fixed height or an object in the form of ``{step: number}`` defining the height per discrete step. (No y-field is equivalent to having one discrete step.) * To enable responsive sizing on height, it should be set to ``"container"``. **Default value:** Based on ``config.view.continuousHeight`` for a plot with a continuous y-field and ``config.view.discreteHeight`` otherwise. **Note:** For plots with `row and column channels `__, this represents the height of a single view and the ``"container"`` option cannot be used. **See also:** `height `__ documentation. name : str Name of the visualization for later reference. params : Sequence[dict, :class:`SelectionParameter`] An array of parameters that may either be simple variables, or more complex selections that map user input to data queries. projection : dict, :class:`Projection` An object defining properties of geographic projection, which will be applied to ``shape`` path for ``"geoshape"`` marks and to ``latitude`` and ``"longitude"`` channels for other marks. title : str, dict, :class:`Text`, Sequence[str], :class:`TitleParams` Title for the plot. transform : Sequence[dict, :class:`Transform`, :class:`BinTransform`, :class:`FoldTransform`, :class:`LoessTransform`, :class:`PivotTransform`, :class:`StackTransform`, :class:`ExtentTransform`, :class:`FilterTransform`, :class:`ImputeTransform`, :class:`LookupTransform`, :class:`SampleTransform`, :class:`WindowTransform`, :class:`DensityTransform`, :class:`FlattenTransform`, :class:`QuantileTransform`, :class:`TimeUnitTransform`, :class:`AggregateTransform`, :class:`CalculateTransform`, :class:`RegressionTransform`, :class:`JoinAggregateTransform`] An array of data transformations such as filter and new field calculation. view : dict, :class:`ViewBackground` An object defining the view background's fill and stroke. **Default value:** none (transparent) width : str, dict, float, :class:`Step` The width of a visualization. * For a plot with a continuous x-field, width should be a number. * For a plot with either a discrete x-field or no x-field, width can be either a number indicating a fixed width or an object in the form of ``{step: number}`` defining the width per discrete step. (No x-field is equivalent to having one discrete step.) * To enable responsive sizing on width, it should be set to ``"container"``. **Default value:** Based on ``config.view.continuousWidth`` for a plot with a continuous x-field and ``config.view.discreteWidth`` otherwise. **Note:** For plots with `row and column channels `__, this represents the width of a single view and the ``"container"`` option cannot be used. **See also:** `width `__ documentation. """ _schema = {"$ref": "#/definitions/UnitSpecWithFrame"} def __init__( self, mark: Union[ str, dict, "SchemaBase", Literal[ "arc", "area", "bar", "image", "line", "point", "rect", "rule", "text", "tick", "trail", "circle", "square", "geoshape", ], UndefinedType, ] = Undefined, data: Union[dict, None, "SchemaBase", UndefinedType] = Undefined, description: Union[str, UndefinedType] = Undefined, encoding: Union[dict, "SchemaBase", UndefinedType] = Undefined, height: Union[str, dict, float, "SchemaBase", UndefinedType] = Undefined, name: Union[str, UndefinedType] = Undefined, params: Union[Sequence[Union[dict, "SchemaBase"]], UndefinedType] = Undefined, projection: Union[dict, "SchemaBase", UndefinedType] = Undefined, title: Union[str, dict, "SchemaBase", Sequence[str], UndefinedType] = Undefined, transform: Union[ Sequence[Union[dict, "SchemaBase"]], UndefinedType ] = Undefined, view: Union[dict, "SchemaBase", UndefinedType] = Undefined, width: Union[str, dict, float, "SchemaBase", UndefinedType] = Undefined, **kwds, ): super(UnitSpecWithFrame, self).__init__( mark=mark, data=data, description=description, encoding=encoding, height=height, name=name, params=params, projection=projection, title=title, transform=transform, view=view, width=width, **kwds, ) class UrlData(DataSource): """UrlData schema wrapper Parameters ---------- url : str An URL from which to load the data set. Use the ``format.type`` property to ensure the loaded data is correctly parsed. format : dict, :class:`DataFormat`, :class:`CsvDataFormat`, :class:`DsvDataFormat`, :class:`JsonDataFormat`, :class:`TopoDataFormat` An object that specifies the format for parsing the data. name : str Provide a placeholder name and bind data at runtime. """ _schema = {"$ref": "#/definitions/UrlData"} def __init__( self, url: Union[str, UndefinedType] = Undefined, format: Union[dict, "SchemaBase", UndefinedType] = Undefined, name: Union[str, UndefinedType] = Undefined, **kwds, ): super(UrlData, self).__init__(url=url, format=format, name=name, **kwds) class UtcMultiTimeUnit(MultiTimeUnit): """UtcMultiTimeUnit schema wrapper""" _schema = {"$ref": "#/definitions/UtcMultiTimeUnit"} def __init__(self, *args): super(UtcMultiTimeUnit, self).__init__(*args) class UtcSingleTimeUnit(SingleTimeUnit): """UtcSingleTimeUnit schema wrapper""" _schema = {"$ref": "#/definitions/UtcSingleTimeUnit"} def __init__(self, *args): super(UtcSingleTimeUnit, self).__init__(*args) class VConcatSpecGenericSpec(Spec, NonNormalizedSpec): """VConcatSpecGenericSpec schema wrapper Base interface for a vertical concatenation specification. Parameters ---------- vconcat : Sequence[dict, :class:`Spec`, :class:`FacetSpec`, :class:`LayerSpec`, :class:`RepeatSpec`, :class:`FacetedUnitSpec`, :class:`LayerRepeatSpec`, :class:`NonLayerRepeatSpec`, :class:`ConcatSpecGenericSpec`, :class:`HConcatSpecGenericSpec`, :class:`VConcatSpecGenericSpec`] A list of views to be concatenated and put into a column. bounds : Literal['full', 'flush'] The bounds calculation method to use for determining the extent of a sub-plot. One of ``full`` (the default) or ``flush``. * If set to ``full``, the entire calculated bounds (including axes, title, and legend) will be used. * If set to ``flush``, only the specified width and height values for the sub-view will be used. The ``flush`` setting can be useful when attempting to place sub-plots without axes or legends into a uniform grid structure. **Default value:** ``"full"`` center : bool Boolean flag indicating if subviews should be centered relative to their respective rows or columns. **Default value:** ``false`` data : dict, None, :class:`Data`, :class:`UrlData`, :class:`Generator`, :class:`NamedData`, :class:`DataSource`, :class:`InlineData`, :class:`SphereGenerator`, :class:`SequenceGenerator`, :class:`GraticuleGenerator` An object 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. description : str Description of this mark for commenting purpose. name : str Name of the visualization for later reference. resolve : dict, :class:`Resolve` Scale, axis, and legend resolutions for view composition specifications. spacing : float The spacing in pixels between sub-views of the concat operator. **Default value** : ``10`` title : str, dict, :class:`Text`, Sequence[str], :class:`TitleParams` Title for the plot. transform : Sequence[dict, :class:`Transform`, :class:`BinTransform`, :class:`FoldTransform`, :class:`LoessTransform`, :class:`PivotTransform`, :class:`StackTransform`, :class:`ExtentTransform`, :class:`FilterTransform`, :class:`ImputeTransform`, :class:`LookupTransform`, :class:`SampleTransform`, :class:`WindowTransform`, :class:`DensityTransform`, :class:`FlattenTransform`, :class:`QuantileTransform`, :class:`TimeUnitTransform`, :class:`AggregateTransform`, :class:`CalculateTransform`, :class:`RegressionTransform`, :class:`JoinAggregateTransform`] An array of data transformations such as filter and new field calculation. """ _schema = {"$ref": "#/definitions/VConcatSpec"} def __init__( self, vconcat: Union[Sequence[Union[dict, "SchemaBase"]], UndefinedType] = Undefined, bounds: Union[Literal["full", "flush"], UndefinedType] = Undefined, center: Union[bool, UndefinedType] = Undefined, data: Union[dict, None, "SchemaBase", UndefinedType] = Undefined, description: Union[str, UndefinedType] = Undefined, name: Union[str, UndefinedType] = Undefined, resolve: Union[dict, "SchemaBase", UndefinedType] = Undefined, spacing: Union[float, UndefinedType] = Undefined, title: Union[str, dict, "SchemaBase", Sequence[str], UndefinedType] = Undefined, transform: Union[ Sequence[Union[dict, "SchemaBase"]], UndefinedType ] = Undefined, **kwds, ): super(VConcatSpecGenericSpec, self).__init__( vconcat=vconcat, bounds=bounds, center=center, data=data, description=description, name=name, resolve=resolve, spacing=spacing, title=title, transform=transform, **kwds, ) class ValueDefWithConditionMarkPropFieldOrDatumDefGradientstringnull( ColorDef, MarkPropDefGradientstringnull ): """ValueDefWithConditionMarkPropFieldOrDatumDefGradientstringnull schema wrapper Parameters ---------- condition : dict, :class:`ConditionalMarkPropFieldOrDatumDef`, :class:`ConditionalParameterMarkPropFieldOrDatumDef`, :class:`ConditionalPredicateMarkPropFieldOrDatumDef`, :class:`ConditionalValueDefGradientstringnullExprRef`, :class:`ConditionalParameterValueDefGradientstringnullExprRef`, :class:`ConditionalPredicateValueDefGradientstringnullExprRef`, Sequence[dict, :class:`ConditionalValueDefGradientstringnullExprRef`, :class:`ConditionalParameterValueDefGradientstringnullExprRef`, :class:`ConditionalPredicateValueDefGradientstringnullExprRef`] A field definition or one or more value definition(s) with a parameter predicate. value : str, dict, None, :class:`ExprRef`, :class:`Gradient`, :class:`LinearGradient`, :class:`RadialGradient` A constant value in visual domain (e.g., ``"red"`` / ``"#0099ff"`` / `gradient definition `__ for color, values between ``0`` to ``1`` for opacity). """ _schema = { "$ref": "#/definitions/ValueDefWithCondition" } def __init__( self, condition: Union[ dict, "SchemaBase", Sequence[Union[dict, "SchemaBase"]], UndefinedType ] = Undefined, value: Union[ str, dict, None, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, **kwds, ): super( ValueDefWithConditionMarkPropFieldOrDatumDefGradientstringnull, self ).__init__(condition=condition, value=value, **kwds) class ValueDefWithConditionMarkPropFieldOrDatumDefTypeForShapestringnull( MarkPropDefstringnullTypeForShape, ShapeDef ): """ValueDefWithConditionMarkPropFieldOrDatumDefTypeForShapestringnull schema wrapper Parameters ---------- condition : dict, :class:`ConditionalValueDefstringnullExprRef`, :class:`ConditionalParameterValueDefstringnullExprRef`, :class:`ConditionalPredicateValueDefstringnullExprRef`, :class:`ConditionalMarkPropFieldOrDatumDefTypeForShape`, :class:`ConditionalParameterMarkPropFieldOrDatumDefTypeForShape`, :class:`ConditionalPredicateMarkPropFieldOrDatumDefTypeForShape`, Sequence[dict, :class:`ConditionalValueDefstringnullExprRef`, :class:`ConditionalParameterValueDefstringnullExprRef`, :class:`ConditionalPredicateValueDefstringnullExprRef`] A field definition or one or more value definition(s) with a parameter predicate. value : str, dict, None, :class:`ExprRef` A constant value in visual domain (e.g., ``"red"`` / ``"#0099ff"`` / `gradient definition `__ for color, values between ``0`` to ``1`` for opacity). """ _schema = { "$ref": "#/definitions/ValueDefWithCondition,(string|null)>" } def __init__( self, condition: Union[ dict, "SchemaBase", Sequence[Union[dict, "SchemaBase"]], UndefinedType ] = Undefined, value: Union[ str, dict, None, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, **kwds, ): super( ValueDefWithConditionMarkPropFieldOrDatumDefTypeForShapestringnull, self ).__init__(condition=condition, value=value, **kwds) class ValueDefWithConditionMarkPropFieldOrDatumDefnumber( MarkPropDefnumber, NumericMarkPropDef ): """ValueDefWithConditionMarkPropFieldOrDatumDefnumber schema wrapper Parameters ---------- condition : dict, :class:`ConditionalValueDefnumberExprRef`, :class:`ConditionalMarkPropFieldOrDatumDef`, :class:`ConditionalParameterValueDefnumberExprRef`, :class:`ConditionalPredicateValueDefnumberExprRef`, :class:`ConditionalParameterMarkPropFieldOrDatumDef`, :class:`ConditionalPredicateMarkPropFieldOrDatumDef`, Sequence[dict, :class:`ConditionalValueDefnumberExprRef`, :class:`ConditionalParameterValueDefnumberExprRef`, :class:`ConditionalPredicateValueDefnumberExprRef`] A field definition or one or more value definition(s) with a parameter predicate. value : dict, float, :class:`ExprRef` A constant value in visual domain (e.g., ``"red"`` / ``"#0099ff"`` / `gradient definition `__ for color, values between ``0`` to ``1`` for opacity). """ _schema = { "$ref": "#/definitions/ValueDefWithCondition" } def __init__( self, condition: Union[ dict, "SchemaBase", Sequence[Union[dict, "SchemaBase"]], UndefinedType ] = Undefined, value: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, **kwds, ): super(ValueDefWithConditionMarkPropFieldOrDatumDefnumber, self).__init__( condition=condition, value=value, **kwds ) class ValueDefWithConditionMarkPropFieldOrDatumDefnumberArray( MarkPropDefnumberArray, NumericArrayMarkPropDef ): """ValueDefWithConditionMarkPropFieldOrDatumDefnumberArray schema wrapper Parameters ---------- condition : dict, :class:`ConditionalMarkPropFieldOrDatumDef`, :class:`ConditionalValueDefnumberArrayExprRef`, :class:`ConditionalParameterMarkPropFieldOrDatumDef`, :class:`ConditionalPredicateMarkPropFieldOrDatumDef`, :class:`ConditionalParameterValueDefnumberArrayExprRef`, :class:`ConditionalPredicateValueDefnumberArrayExprRef`, Sequence[dict, :class:`ConditionalValueDefnumberArrayExprRef`, :class:`ConditionalParameterValueDefnumberArrayExprRef`, :class:`ConditionalPredicateValueDefnumberArrayExprRef`] A field definition or one or more value definition(s) with a parameter predicate. value : dict, Sequence[float], :class:`ExprRef` A constant value in visual domain (e.g., ``"red"`` / ``"#0099ff"`` / `gradient definition `__ for color, values between ``0`` to ``1`` for opacity). """ _schema = { "$ref": "#/definitions/ValueDefWithCondition" } def __init__( self, condition: Union[ dict, "SchemaBase", Sequence[Union[dict, "SchemaBase"]], UndefinedType ] = Undefined, value: Union[ dict, "_Parameter", "SchemaBase", Sequence[float], UndefinedType ] = Undefined, **kwds, ): super(ValueDefWithConditionMarkPropFieldOrDatumDefnumberArray, self).__init__( condition=condition, value=value, **kwds ) class ValueDefWithConditionMarkPropFieldOrDatumDefstringnull(VegaLiteSchema): """ValueDefWithConditionMarkPropFieldOrDatumDefstringnull schema wrapper Parameters ---------- condition : dict, :class:`ConditionalMarkPropFieldOrDatumDef`, :class:`ConditionalValueDefstringnullExprRef`, :class:`ConditionalParameterMarkPropFieldOrDatumDef`, :class:`ConditionalPredicateMarkPropFieldOrDatumDef`, :class:`ConditionalParameterValueDefstringnullExprRef`, :class:`ConditionalPredicateValueDefstringnullExprRef`, Sequence[dict, :class:`ConditionalValueDefstringnullExprRef`, :class:`ConditionalParameterValueDefstringnullExprRef`, :class:`ConditionalPredicateValueDefstringnullExprRef`] A field definition or one or more value definition(s) with a parameter predicate. value : str, dict, None, :class:`ExprRef` A constant value in visual domain (e.g., ``"red"`` / ``"#0099ff"`` / `gradient definition `__ for color, values between ``0`` to ``1`` for opacity). """ _schema = { "$ref": "#/definitions/ValueDefWithCondition" } def __init__( self, condition: Union[ dict, "SchemaBase", Sequence[Union[dict, "SchemaBase"]], UndefinedType ] = Undefined, value: Union[ str, dict, None, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, **kwds, ): super(ValueDefWithConditionMarkPropFieldOrDatumDefstringnull, self).__init__( condition=condition, value=value, **kwds ) class ValueDefWithConditionStringFieldDefText(TextDef): """ValueDefWithConditionStringFieldDefText schema wrapper Parameters ---------- condition : dict, :class:`ConditionalStringFieldDef`, :class:`ConditionalValueDefTextExprRef`, :class:`ConditionalParameterStringFieldDef`, :class:`ConditionalPredicateStringFieldDef`, :class:`ConditionalParameterValueDefTextExprRef`, :class:`ConditionalPredicateValueDefTextExprRef`, Sequence[dict, :class:`ConditionalValueDefTextExprRef`, :class:`ConditionalParameterValueDefTextExprRef`, :class:`ConditionalPredicateValueDefTextExprRef`] A field definition or one or more value definition(s) with a parameter predicate. value : str, dict, :class:`Text`, Sequence[str], :class:`ExprRef` A constant value in visual domain (e.g., ``"red"`` / ``"#0099ff"`` / `gradient definition `__ for color, values between ``0`` to ``1`` for opacity). """ _schema = {"$ref": "#/definitions/ValueDefWithCondition"} def __init__( self, condition: Union[ dict, "SchemaBase", Sequence[Union[dict, "SchemaBase"]], UndefinedType ] = Undefined, value: Union[ str, dict, "_Parameter", "SchemaBase", Sequence[str], UndefinedType ] = Undefined, **kwds, ): super(ValueDefWithConditionStringFieldDefText, self).__init__( condition=condition, value=value, **kwds ) class ValueDefnumber(OffsetDef): """ValueDefnumber schema wrapper Definition object for a constant value (primitive value or gradient definition) of an encoding channel. Parameters ---------- value : float A constant value in visual domain (e.g., ``"red"`` / ``"#0099ff"`` / `gradient definition `__ for color, values between ``0`` to ``1`` for opacity). """ _schema = {"$ref": "#/definitions/ValueDef"} def __init__(self, value: Union[float, UndefinedType] = Undefined, **kwds): super(ValueDefnumber, self).__init__(value=value, **kwds) class ValueDefnumberwidthheightExprRef(VegaLiteSchema): """ValueDefnumberwidthheightExprRef schema wrapper Definition object for a constant value (primitive value or gradient definition) of an encoding channel. Parameters ---------- value : str, dict, float, :class:`ExprRef` A constant value in visual domain (e.g., ``"red"`` / ``"#0099ff"`` / `gradient definition `__ for color, values between ``0`` to ``1`` for opacity). """ _schema = {"$ref": '#/definitions/ValueDef<(number|"width"|"height"|ExprRef)>'} def __init__( self, value: Union[ str, dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, **kwds, ): super(ValueDefnumberwidthheightExprRef, self).__init__(value=value, **kwds) class VariableParameter(TopLevelParameter): """VariableParameter schema wrapper Parameters ---------- name : str, :class:`ParameterName` A unique name for the variable parameter. Parameter names should be valid JavaScript identifiers: they should contain only alphanumeric characters (or "$", or "_") and may not start with a digit. Reserved keywords that may not be used as parameter names are "datum", "event", "item", and "parent". bind : dict, :class:`Binding`, :class:`BindInput`, :class:`BindRange`, :class:`BindDirect`, :class:`BindCheckbox`, :class:`BindRadioSelect` Binds the parameter to an external input element such as a slider, selection list or radio button group. expr : str, :class:`Expr` An expression for the value of the parameter. This expression may include other parameters, in which case the parameter will automatically update in response to upstream parameter changes. value : Any The `initial value `__ of the parameter. **Default value:** ``undefined`` """ _schema = {"$ref": "#/definitions/VariableParameter"} def __init__( self, name: Union[str, "SchemaBase", UndefinedType] = Undefined, bind: Union[dict, "SchemaBase", UndefinedType] = Undefined, expr: Union[str, "SchemaBase", UndefinedType] = Undefined, value: Union[Any, UndefinedType] = Undefined, **kwds, ): super(VariableParameter, self).__init__( name=name, bind=bind, expr=expr, value=value, **kwds ) class Vector10string(VegaLiteSchema): """Vector10string schema wrapper""" _schema = {"$ref": "#/definitions/Vector10"} def __init__(self, *args): super(Vector10string, self).__init__(*args) class Vector12string(VegaLiteSchema): """Vector12string schema wrapper""" _schema = {"$ref": "#/definitions/Vector12"} def __init__(self, *args): super(Vector12string, self).__init__(*args) class Vector2DateTime(SelectionInitInterval): """Vector2DateTime schema wrapper""" _schema = {"$ref": "#/definitions/Vector2"} def __init__(self, *args): super(Vector2DateTime, self).__init__(*args) class Vector2Vector2number(VegaLiteSchema): """Vector2Vector2number schema wrapper""" _schema = {"$ref": "#/definitions/Vector2>"} def __init__(self, *args): super(Vector2Vector2number, self).__init__(*args) class Vector2boolean(SelectionInitInterval): """Vector2boolean schema wrapper""" _schema = {"$ref": "#/definitions/Vector2"} def __init__(self, *args): super(Vector2boolean, self).__init__(*args) class Vector2number(SelectionInitInterval): """Vector2number schema wrapper""" _schema = {"$ref": "#/definitions/Vector2"} def __init__(self, *args): super(Vector2number, self).__init__(*args) class Vector2string(SelectionInitInterval): """Vector2string schema wrapper""" _schema = {"$ref": "#/definitions/Vector2"} def __init__(self, *args): super(Vector2string, self).__init__(*args) class Vector3number(VegaLiteSchema): """Vector3number schema wrapper""" _schema = {"$ref": "#/definitions/Vector3"} def __init__(self, *args): super(Vector3number, self).__init__(*args) class Vector7string(VegaLiteSchema): """Vector7string schema wrapper""" _schema = {"$ref": "#/definitions/Vector7"} def __init__(self, *args): super(Vector7string, self).__init__(*args) class ViewBackground(VegaLiteSchema): """ViewBackground schema wrapper Parameters ---------- cornerRadius : dict, float, :class:`ExprRef` The radius in pixels of rounded rectangles or arcs' corners. **Default value:** ``0`` cursor : :class:`Cursor`, Literal['auto', 'default', 'none', 'context-menu', 'help', 'pointer', 'progress', 'wait', 'cell', 'crosshair', 'text', 'vertical-text', 'alias', 'copy', 'move', 'no-drop', 'not-allowed', 'e-resize', 'n-resize', 'ne-resize', 'nw-resize', 's-resize', 'se-resize', 'sw-resize', 'w-resize', 'ew-resize', 'ns-resize', 'nesw-resize', 'nwse-resize', 'col-resize', 'row-resize', 'all-scroll', 'zoom-in', 'zoom-out', 'grab', 'grabbing'] The mouse cursor used over the view. Any valid `CSS cursor type `__ can be used. fill : str, dict, None, :class:`Color`, :class:`ExprRef`, :class:`HexColor`, :class:`ColorName`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] The fill color. **Default value:** ``undefined`` fillOpacity : dict, float, :class:`ExprRef` The fill opacity (value between [0,1]). **Default value:** ``1`` opacity : dict, float, :class:`ExprRef` The overall opacity (value between [0,1]). **Default value:** ``0.7`` for non-aggregate plots with ``point``, ``tick``, ``circle``, or ``square`` marks or layered ``bar`` charts and ``1`` otherwise. stroke : str, dict, None, :class:`Color`, :class:`ExprRef`, :class:`HexColor`, :class:`ColorName`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] The stroke color. **Default value:** ``"#ddd"`` strokeCap : dict, :class:`ExprRef`, :class:`StrokeCap`, Literal['butt', 'round', 'square'] The stroke cap for line ending style. One of ``"butt"``, ``"round"``, or ``"square"``. **Default value:** ``"butt"`` strokeDash : dict, Sequence[float], :class:`ExprRef` An array of alternating stroke, space lengths for creating dashed or dotted lines. strokeDashOffset : dict, float, :class:`ExprRef` The offset (in pixels) into which to begin drawing with the stroke dash array. strokeJoin : dict, :class:`ExprRef`, :class:`StrokeJoin`, Literal['miter', 'round', 'bevel'] The stroke line join method. One of ``"miter"``, ``"round"`` or ``"bevel"``. **Default value:** ``"miter"`` strokeMiterLimit : dict, float, :class:`ExprRef` The miter limit at which to bevel a line join. strokeOpacity : dict, float, :class:`ExprRef` The stroke opacity (value between [0,1]). **Default value:** ``1`` strokeWidth : dict, float, :class:`ExprRef` The stroke width, in pixels. style : str, Sequence[str] A string or array of strings indicating the name of custom styles to apply to the view background. A style is a named collection of mark property defaults defined within the `style configuration `__. If style is an array, later styles will override earlier styles. **Default value:** ``"cell"`` **Note:** Any specified view background properties will augment the default style. """ _schema = {"$ref": "#/definitions/ViewBackground"} def __init__( self, cornerRadius: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, cursor: Union[ "SchemaBase", Literal[ "auto", "default", "none", "context-menu", "help", "pointer", "progress", "wait", "cell", "crosshair", "text", "vertical-text", "alias", "copy", "move", "no-drop", "not-allowed", "e-resize", "n-resize", "ne-resize", "nw-resize", "s-resize", "se-resize", "sw-resize", "w-resize", "ew-resize", "ns-resize", "nesw-resize", "nwse-resize", "col-resize", "row-resize", "all-scroll", "zoom-in", "zoom-out", "grab", "grabbing", ], UndefinedType, ] = Undefined, fill: Union[ str, dict, None, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, fillOpacity: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, opacity: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, stroke: Union[ str, dict, None, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, strokeCap: Union[ dict, "_Parameter", "SchemaBase", Literal["butt", "round", "square"], UndefinedType, ] = Undefined, strokeDash: Union[ dict, "_Parameter", "SchemaBase", Sequence[float], UndefinedType ] = Undefined, strokeDashOffset: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, strokeJoin: Union[ dict, "_Parameter", "SchemaBase", Literal["miter", "round", "bevel"], UndefinedType, ] = Undefined, strokeMiterLimit: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, strokeOpacity: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, strokeWidth: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, style: Union[str, Sequence[str], UndefinedType] = Undefined, **kwds, ): super(ViewBackground, self).__init__( cornerRadius=cornerRadius, cursor=cursor, fill=fill, fillOpacity=fillOpacity, opacity=opacity, stroke=stroke, strokeCap=strokeCap, strokeDash=strokeDash, strokeDashOffset=strokeDashOffset, strokeJoin=strokeJoin, strokeMiterLimit=strokeMiterLimit, strokeOpacity=strokeOpacity, strokeWidth=strokeWidth, style=style, **kwds, ) class ViewConfig(VegaLiteSchema): """ViewConfig schema wrapper Parameters ---------- clip : bool Whether the view should be clipped. continuousHeight : float The default height when the plot has a continuous y-field for x or latitude, or has arc marks. **Default value:** ``200`` continuousWidth : float The default width when the plot has a continuous field for x or longitude, or has arc marks. **Default value:** ``200`` cornerRadius : dict, float, :class:`ExprRef` The radius in pixels of rounded rectangles or arcs' corners. **Default value:** ``0`` cursor : :class:`Cursor`, Literal['auto', 'default', 'none', 'context-menu', 'help', 'pointer', 'progress', 'wait', 'cell', 'crosshair', 'text', 'vertical-text', 'alias', 'copy', 'move', 'no-drop', 'not-allowed', 'e-resize', 'n-resize', 'ne-resize', 'nw-resize', 's-resize', 'se-resize', 'sw-resize', 'w-resize', 'ew-resize', 'ns-resize', 'nesw-resize', 'nwse-resize', 'col-resize', 'row-resize', 'all-scroll', 'zoom-in', 'zoom-out', 'grab', 'grabbing'] The mouse cursor used over the view. Any valid `CSS cursor type `__ can be used. discreteHeight : dict, float The default height when the plot has non arc marks and either a discrete y-field or no y-field. The height can be either a number indicating a fixed height or an object in the form of ``{step: number}`` defining the height per discrete step. **Default value:** a step size based on ``config.view.step``. discreteWidth : dict, float The default width when the plot has non-arc marks and either a discrete x-field or no x-field. The width can be either a number indicating a fixed width or an object in the form of ``{step: number}`` defining the width per discrete step. **Default value:** a step size based on ``config.view.step``. fill : str, dict, None, :class:`Color`, :class:`ExprRef`, :class:`HexColor`, :class:`ColorName`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] The fill color. **Default value:** ``undefined`` fillOpacity : dict, float, :class:`ExprRef` The fill opacity (value between [0,1]). **Default value:** ``1`` opacity : dict, float, :class:`ExprRef` The overall opacity (value between [0,1]). **Default value:** ``0.7`` for non-aggregate plots with ``point``, ``tick``, ``circle``, or ``square`` marks or layered ``bar`` charts and ``1`` otherwise. step : float Default step size for x-/y- discrete fields. stroke : str, dict, None, :class:`Color`, :class:`ExprRef`, :class:`HexColor`, :class:`ColorName`, Literal['black', 'silver', 'gray', 'white', 'maroon', 'red', 'purple', 'fuchsia', 'green', 'lime', 'olive', 'yellow', 'navy', 'blue', 'teal', 'aqua', 'orange', 'aliceblue', 'antiquewhite', 'aquamarine', 'azure', 'beige', 'bisque', 'blanchedalmond', 'blueviolet', 'brown', 'burlywood', 'cadetblue', 'chartreuse', 'chocolate', 'coral', 'cornflowerblue', 'cornsilk', 'crimson', 'cyan', 'darkblue', 'darkcyan', 'darkgoldenrod', 'darkgray', 'darkgreen', 'darkgrey', 'darkkhaki', 'darkmagenta', 'darkolivegreen', 'darkorange', 'darkorchid', 'darkred', 'darksalmon', 'darkseagreen', 'darkslateblue', 'darkslategray', 'darkslategrey', 'darkturquoise', 'darkviolet', 'deeppink', 'deepskyblue', 'dimgray', 'dimgrey', 'dodgerblue', 'firebrick', 'floralwhite', 'forestgreen', 'gainsboro', 'ghostwhite', 'gold', 'goldenrod', 'greenyellow', 'grey', 'honeydew', 'hotpink', 'indianred', 'indigo', 'ivory', 'khaki', 'lavender', 'lavenderblush', 'lawngreen', 'lemonchiffon', 'lightblue', 'lightcoral', 'lightcyan', 'lightgoldenrodyellow', 'lightgray', 'lightgreen', 'lightgrey', 'lightpink', 'lightsalmon', 'lightseagreen', 'lightskyblue', 'lightslategray', 'lightslategrey', 'lightsteelblue', 'lightyellow', 'limegreen', 'linen', 'magenta', 'mediumaquamarine', 'mediumblue', 'mediumorchid', 'mediumpurple', 'mediumseagreen', 'mediumslateblue', 'mediumspringgreen', 'mediumturquoise', 'mediumvioletred', 'midnightblue', 'mintcream', 'mistyrose', 'moccasin', 'navajowhite', 'oldlace', 'olivedrab', 'orangered', 'orchid', 'palegoldenrod', 'palegreen', 'paleturquoise', 'palevioletred', 'papayawhip', 'peachpuff', 'peru', 'pink', 'plum', 'powderblue', 'rosybrown', 'royalblue', 'saddlebrown', 'salmon', 'sandybrown', 'seagreen', 'seashell', 'sienna', 'skyblue', 'slateblue', 'slategray', 'slategrey', 'snow', 'springgreen', 'steelblue', 'tan', 'thistle', 'tomato', 'turquoise', 'violet', 'wheat', 'whitesmoke', 'yellowgreen', 'rebeccapurple'] The stroke color. **Default value:** ``"#ddd"`` strokeCap : dict, :class:`ExprRef`, :class:`StrokeCap`, Literal['butt', 'round', 'square'] The stroke cap for line ending style. One of ``"butt"``, ``"round"``, or ``"square"``. **Default value:** ``"butt"`` strokeDash : dict, Sequence[float], :class:`ExprRef` An array of alternating stroke, space lengths for creating dashed or dotted lines. strokeDashOffset : dict, float, :class:`ExprRef` The offset (in pixels) into which to begin drawing with the stroke dash array. strokeJoin : dict, :class:`ExprRef`, :class:`StrokeJoin`, Literal['miter', 'round', 'bevel'] The stroke line join method. One of ``"miter"``, ``"round"`` or ``"bevel"``. **Default value:** ``"miter"`` strokeMiterLimit : dict, float, :class:`ExprRef` The miter limit at which to bevel a line join. strokeOpacity : dict, float, :class:`ExprRef` The stroke opacity (value between [0,1]). **Default value:** ``1`` strokeWidth : dict, float, :class:`ExprRef` The stroke width, in pixels. """ _schema = {"$ref": "#/definitions/ViewConfig"} def __init__( self, clip: Union[bool, UndefinedType] = Undefined, continuousHeight: Union[float, UndefinedType] = Undefined, continuousWidth: Union[float, UndefinedType] = Undefined, cornerRadius: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, cursor: Union[ "SchemaBase", Literal[ "auto", "default", "none", "context-menu", "help", "pointer", "progress", "wait", "cell", "crosshair", "text", "vertical-text", "alias", "copy", "move", "no-drop", "not-allowed", "e-resize", "n-resize", "ne-resize", "nw-resize", "s-resize", "se-resize", "sw-resize", "w-resize", "ew-resize", "ns-resize", "nesw-resize", "nwse-resize", "col-resize", "row-resize", "all-scroll", "zoom-in", "zoom-out", "grab", "grabbing", ], UndefinedType, ] = Undefined, discreteHeight: Union[dict, float, UndefinedType] = Undefined, discreteWidth: Union[dict, float, UndefinedType] = Undefined, fill: Union[ str, dict, None, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, fillOpacity: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, opacity: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, step: Union[float, UndefinedType] = Undefined, stroke: Union[ str, dict, None, "_Parameter", "SchemaBase", Literal[ "black", "silver", "gray", "white", "maroon", "red", "purple", "fuchsia", "green", "lime", "olive", "yellow", "navy", "blue", "teal", "aqua", "orange", "aliceblue", "antiquewhite", "aquamarine", "azure", "beige", "bisque", "blanchedalmond", "blueviolet", "brown", "burlywood", "cadetblue", "chartreuse", "chocolate", "coral", "cornflowerblue", "cornsilk", "crimson", "cyan", "darkblue", "darkcyan", "darkgoldenrod", "darkgray", "darkgreen", "darkgrey", "darkkhaki", "darkmagenta", "darkolivegreen", "darkorange", "darkorchid", "darkred", "darksalmon", "darkseagreen", "darkslateblue", "darkslategray", "darkslategrey", "darkturquoise", "darkviolet", "deeppink", "deepskyblue", "dimgray", "dimgrey", "dodgerblue", "firebrick", "floralwhite", "forestgreen", "gainsboro", "ghostwhite", "gold", "goldenrod", "greenyellow", "grey", "honeydew", "hotpink", "indianred", "indigo", "ivory", "khaki", "lavender", "lavenderblush", "lawngreen", "lemonchiffon", "lightblue", "lightcoral", "lightcyan", "lightgoldenrodyellow", "lightgray", "lightgreen", "lightgrey", "lightpink", "lightsalmon", "lightseagreen", "lightskyblue", "lightslategray", "lightslategrey", "lightsteelblue", "lightyellow", "limegreen", "linen", "magenta", "mediumaquamarine", "mediumblue", "mediumorchid", "mediumpurple", "mediumseagreen", "mediumslateblue", "mediumspringgreen", "mediumturquoise", "mediumvioletred", "midnightblue", "mintcream", "mistyrose", "moccasin", "navajowhite", "oldlace", "olivedrab", "orangered", "orchid", "palegoldenrod", "palegreen", "paleturquoise", "palevioletred", "papayawhip", "peachpuff", "peru", "pink", "plum", "powderblue", "rosybrown", "royalblue", "saddlebrown", "salmon", "sandybrown", "seagreen", "seashell", "sienna", "skyblue", "slateblue", "slategray", "slategrey", "snow", "springgreen", "steelblue", "tan", "thistle", "tomato", "turquoise", "violet", "wheat", "whitesmoke", "yellowgreen", "rebeccapurple", ], UndefinedType, ] = Undefined, strokeCap: Union[ dict, "_Parameter", "SchemaBase", Literal["butt", "round", "square"], UndefinedType, ] = Undefined, strokeDash: Union[ dict, "_Parameter", "SchemaBase", Sequence[float], UndefinedType ] = Undefined, strokeDashOffset: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, strokeJoin: Union[ dict, "_Parameter", "SchemaBase", Literal["miter", "round", "bevel"], UndefinedType, ] = Undefined, strokeMiterLimit: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, strokeOpacity: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, strokeWidth: Union[ dict, float, "_Parameter", "SchemaBase", UndefinedType ] = Undefined, **kwds, ): super(ViewConfig, self).__init__( clip=clip, continuousHeight=continuousHeight, continuousWidth=continuousWidth, cornerRadius=cornerRadius, cursor=cursor, discreteHeight=discreteHeight, discreteWidth=discreteWidth, fill=fill, fillOpacity=fillOpacity, opacity=opacity, step=step, stroke=stroke, strokeCap=strokeCap, strokeDash=strokeDash, strokeDashOffset=strokeDashOffset, strokeJoin=strokeJoin, strokeMiterLimit=strokeMiterLimit, strokeOpacity=strokeOpacity, strokeWidth=strokeWidth, **kwds, ) class WindowEventType(VegaLiteSchema): """WindowEventType schema wrapper""" _schema = {"$ref": "#/definitions/WindowEventType"} def __init__(self, *args, **kwds): super(WindowEventType, self).__init__(*args, **kwds) class EventType(WindowEventType): """EventType schema wrapper""" _schema = {"$ref": "#/definitions/EventType"} def __init__(self, *args): super(EventType, self).__init__(*args) class WindowFieldDef(VegaLiteSchema): """WindowFieldDef schema wrapper Parameters ---------- op : :class:`AggregateOp`, :class:`WindowOnlyOp`, Literal['row_number', 'rank', 'dense_rank', 'percent_rank', 'cume_dist', 'ntile', 'lag', 'lead', 'first_value', 'last_value', 'nth_value'], Literal['argmax', 'argmin', 'average', 'count', 'distinct', 'max', 'mean', 'median', 'min', 'missing', 'product', 'q1', 'q3', 'ci0', 'ci1', 'stderr', 'stdev', 'stdevp', 'sum', 'valid', 'values', 'variance', 'variancep', 'exponential', 'exponentialb'] The window or aggregation operation to apply within a window (e.g., ``"rank"``, ``"lead"``, ``"sum"``, ``"average"`` or ``"count"`` ). See the list of all supported operations `here `__. field : str, :class:`FieldName` The data field for which to compute the aggregate or window function. This can be omitted for window functions that do not operate over a field such as ``"count"``, ``"rank"``, ``"dense_rank"``. param : float Parameter values for the window functions. Parameter values can be omitted for operations that do not accept a parameter. See the list of all supported operations and their parameters `here `__. as : str, :class:`FieldName` The output name for the window operation. """ _schema = {"$ref": "#/definitions/WindowFieldDef"} def __init__( self, op: Union[ "SchemaBase", Literal[ "row_number", "rank", "dense_rank", "percent_rank", "cume_dist", "ntile", "lag", "lead", "first_value", "last_value", "nth_value", ], Literal[ "argmax", "argmin", "average", "count", "distinct", "max", "mean", "median", "min", "missing", "product", "q1", "q3", "ci0", "ci1", "stderr", "stdev", "stdevp", "sum", "valid", "values", "variance", "variancep", "exponential", "exponentialb", ], UndefinedType, ] = Undefined, field: Union[str, "SchemaBase", UndefinedType] = Undefined, param: Union[float, UndefinedType] = Undefined, **kwds, ): super(WindowFieldDef, self).__init__(op=op, field=field, param=param, **kwds) class WindowOnlyOp(VegaLiteSchema): """WindowOnlyOp schema wrapper""" _schema = {"$ref": "#/definitions/WindowOnlyOp"} def __init__(self, *args): super(WindowOnlyOp, self).__init__(*args) class WindowTransform(Transform): """WindowTransform schema wrapper Parameters ---------- window : Sequence[dict, :class:`WindowFieldDef`] The definition of the fields in the window, and what calculations to use. frame : Sequence[None, float] A frame specification as a two-element array indicating how the sliding window should proceed. The array entries should either be a number indicating the offset from the current data object, or null to indicate unbounded rows preceding or following the current data object. The default value is ``[null, 0]``, indicating that the sliding window includes the current object and all preceding objects. The value ``[-5, 5]`` indicates that the window should include five objects preceding and five objects following the current object. Finally, ``[null, null]`` indicates that the window frame should always include all data objects. If you this frame and want to assign the same value to add objects, you can use the simpler `join aggregate transform `__. The only operators affected are the aggregation operations and the ``first_value``, ``last_value``, and ``nth_value`` window operations. The other window operations are not affected by this. **Default value:** : ``[null, 0]`` (includes the current object and all preceding objects) groupby : Sequence[str, :class:`FieldName`] The data fields for partitioning the data objects into separate windows. If unspecified, all data points will be in a single window. ignorePeers : bool Indicates if the sliding window frame should ignore peer values (data that are considered identical by the sort criteria). The default is false, causing the window frame to expand to include all peer values. If set to true, the window frame will be defined by offset values only. This setting only affects those operations that depend on the window frame, namely aggregation operations and the first_value, last_value, and nth_value window operations. **Default value:** ``false`` sort : Sequence[dict, :class:`SortField`] A sort field definition for sorting data objects within a window. If two data objects are considered equal by the comparator, they are considered "peer" values of equal rank. If sort is not specified, the order is undefined: data objects are processed in the order they are observed and none are considered peers (the ignorePeers parameter is ignored and treated as if set to ``true`` ). """ _schema = {"$ref": "#/definitions/WindowTransform"} def __init__( self, window: Union[Sequence[Union[dict, "SchemaBase"]], UndefinedType] = Undefined, frame: Union[Sequence[Union[None, float]], UndefinedType] = Undefined, groupby: Union[Sequence[Union[str, "SchemaBase"]], UndefinedType] = Undefined, ignorePeers: Union[bool, UndefinedType] = Undefined, sort: Union[Sequence[Union[dict, "SchemaBase"]], UndefinedType] = Undefined, **kwds, ): super(WindowTransform, self).__init__( window=window, frame=frame, groupby=groupby, ignorePeers=ignorePeers, sort=sort, **kwds, )