bokeh.models.plots

Models for representing top-level plot objects.

class Plot(**kwargs)[source]

Bases: bokeh.models.layouts.LayoutDOM

Model representing a plot, containing glyphs, guides, annotations.

above

property type: List ( Instance ( Renderer ) )

A list of renderers to occupy the area above of the plot.

aspect_scale

property type: Float

A value to be given for increased aspect ratio control. This value is added multiplicatively to the calculated value required for match_aspect. aspect_scale is defined as the ratio of width over height of the figure.

For example, a plot with aspect_scale value of 2 will result in a square in data units to be drawn on the screen as a rectangle with a pixel width twice as long as its pixel height.

Note

This setting only takes effect if match_aspect is set to True.

background_fill_alpha

property type: NumberSpec

The fill alpha for the plot background style.

background_fill_color

property type: ColorSpec

The fill color for the plot background style.

below

property type: List ( Instance ( Renderer ) )

A list of renderers to occupy the area below of the plot.

border_fill_alpha

property type: NumberSpec

The fill alpha for the plot border style.

border_fill_color

property type: ColorSpec

The fill color for the plot border style.

center

property type: List ( Instance ( Renderer ) )

A list of renderers to occupy the center area (frame) of the plot.

extra_x_ranges

property type: Dict ( String , Instance ( Range ) )

Additional named ranges to make available for mapping x-coordinates.

This is useful for adding additional axes.

extra_y_ranges

property type: Dict ( String , Instance ( Range ) )

Additional named ranges to make available for mapping y-coordinates.

This is useful for adding additional axes.

frame_height

property type: Int

The height of a plot frame or the inner height of a plot, excluding any axes, titles, border padding, etc.

frame_width

property type: Int

The width of a plot frame or the inner width of a plot, excluding any axes, titles, border padding, etc.

hidpi

property type: Bool

Whether to use HiDPI mode when available.

inner_height

property type: Int

This is the exact height of the plotting canvas, i.e. the height of the actual plot, without toolbars etc. Note this is computed in a web browser, so this property will work only in backends capable of bidirectional communication (server, notebook).

Note

This is an experimental feature and the API may change in near future.

inner_width

property type: Int

This is the exact width of the plotting canvas, i.e. the width of the actual plot, without toolbars etc. Note this is computed in a web browser, so this property will work only in backends capable of bidirectional communication (server, notebook).

Note

This is an experimental feature and the API may change in near future.

left

property type: List ( Instance ( Renderer ) )

A list of renderers to occupy the area to the left of the plot.

lod_factor

property type: Int

Decimation factor to use when applying level-of-detail decimation.

lod_interval

property type: Int

Interval (in ms) during which an interactive tool event will enable level-of-detail downsampling.

lod_threshold

property type: Int

A number of data points, above which level-of-detail downsampling may be performed by glyph renderers. Set to None to disable any level-of-detail downsampling.

lod_timeout

property type: Int

Timeout (in ms) for checking whether interactive tool events are still occurring. Once level-of-detail mode is enabled, a check is made every lod_timeout ms. If no interactive tool events have happened, level-of-detail mode is disabled.

match_aspect

property type: Bool

Specify the aspect ratio behavior of the plot. Aspect ratio is defined as the ratio of width over height. This property controls whether Bokeh should attempt the match the (width/height) of data space to the (width/height) in pixels of screen space.

Default is False which indicates that the data aspect ratio and the screen aspect ratio vary independently. True indicates that the plot aspect ratio of the axes will match the aspect ratio of the pixel extent the axes. The end result is that a 1x1 area in data space is a square in pixels, and conversely that a 1x1 pixel is a square in data units.

Note

This setting only takes effect when there are two dataranges. This setting only sets the initial plot draw and subsequent resets. It is possible for tools (single axis zoom, unconstrained box zoom) to change the aspect ratio.

Warning

This setting is incompatible with linking dataranges across multiple plots. Doing so may result in undefined behaviour.

min_border

property type: Int

A convenience property to set all all the min_border_X properties to the same value. If an individual border property is explicitly set, it will override min_border.

min_border_bottom

property type: Int

Minimum size in pixels of the padding region below the bottom of the central plot region.

Note

This is a minimum. The padding region may expand as needed to accommodate titles or axes, etc.

min_border_left

property type: Int

Minimum size in pixels of the padding region to the left of the central plot region.

Note

This is a minimum. The padding region may expand as needed to accommodate titles or axes, etc.

min_border_right

property type: Int

Minimum size in pixels of the padding region to the right of the central plot region.

Note

This is a minimum. The padding region may expand as needed to accommodate titles or axes, etc.

min_border_top

property type: Int

Minimum size in pixels of the padding region above the top of the central plot region.

Note

This is a minimum. The padding region may expand as needed to accommodate titles or axes, etc.

outer_height

property type: Int

This is the exact height of the layout, i.e. the height of the actual plot, with toolbars etc. Note this is computed in a web browser, so this property will work only in backends capable of bidirectional communication (server, notebook).

Note

This is an experimental feature and the API may change in near future.

outer_width

property type: Int

This is the exact width of the layout, i.e. the height of the actual plot, with toolbars etc. Note this is computed in a web browser, so this property will work only in backends capable of bidirectional communication (server, notebook).

Note

This is an experimental feature and the API may change in near future.

outline_line_alpha

property type: NumberSpec

The line alpha for the plot border outline.

outline_line_cap

property type: Enum ( LineCap )

The line cap for the plot border outline.

outline_line_color

property type: ColorSpec

The line color for the plot border outline.

outline_line_dash

property type: DashPattern

The line dash for the plot border outline.

outline_line_dash_offset

property type: Int

The line dash offset for the plot border outline.

outline_line_join

property type: Enum ( LineJoin )

The line join for the plot border outline.

outline_line_width

property type: NumberSpec

The line width for the plot border outline.

output_backend

property type: Enum ( OutputBackend )

Specify the output backend for the plot area. Default is HTML5 Canvas.

Note

When set to webgl, glyphs without a WebGL rendering implementation will fall back to rendering onto 2D canvas.

plot_height

property type: Int

The outer height of a plot, including any axes, titles, border padding, etc.

Note

This corresponds directly to the height of the HTML canvas.

plot_width

property type: Int

The outer width of a plot, including any axes, titles, border padding, etc.

Note

This corresponds directly to the width of the HTML canvas.

renderers

property type: List ( Instance ( Renderer ) )

A list of all renderers for this plot, including guides and annotations in addition to glyphs and markers.

This property can be manipulated by hand, but the add_glyph and add_layout methods are recommended to help make sure all necessary setup is performed.

reset_policy

property type: Enum ( ResetPolicy )

How a plot should respond to being reset. By deafult, the standard actions are to clear any tool state history, return plot ranges to their original values, undo all selections, and emit a Reset event. If customization is desired, this property may be set to "event_only", which will suppress all of the actions except the Reset event.

right

property type: List ( Instance ( Renderer ) )

A list of renderers to occupy the area to the right of the plot.

title

property type: Instance ( Title )

A title for the plot. Can be a text string or a Title annotation.

title_location

property type: Enum ( Location )

Where the title will be located. Titles on the left or right side will be rotated.

toolbar

property type: Instance ( Toolbar )

The toolbar associated with this plot which holds all the tools. It is automatically created with the plot if necessary.

toolbar_location

property type: Enum ( Location )

Where the toolbar will be located. If set to None, no toolbar will be attached to the plot.

toolbar_sticky

property type: Bool

Stick the toolbar to the edge of the plot. Default: True. If False, the toolbar will be outside of the axes, titles etc.

x_range

property type: Instance ( Range )

The (default) data range of the horizontal dimension of the plot.

x_scale

property type: Instance ( Scale )

What kind of scale to use to convert x-coordinates in data space into x-coordinates in screen space.

y_range

property type: Instance ( Range )

The (default) data range of the vertical dimension of the plot.

y_scale

property type: Instance ( Scale )

What kind of scale to use to convert y-coordinates in data space into y-coordinates in screen space.

add_glyph(source_or_glyph, glyph=None, **kw)[source]

Adds a glyph to the plot with associated data sources and ranges.

This function will take care of creating and configuring a Glyph object, and then add it to the plot’s list of renderers.

Parameters
  • source (DataSource) – a data source for the glyphs to all use

  • glyph (Glyph) – the glyph to add to the Plot

Keyword Arguments
  • additional keyword arguments are passed on as-is to the (Any) –

  • initializer. (Glyph) –

Returns

GlyphRenderer

add_layout(obj, place='center')[source]

Adds an object to the plot in a specified place.

Parameters
  • obj (Renderer) – the object to add to the Plot

  • place (str, optional) – where to add the object (default: ‘center’) Valid places are: ‘left’, ‘right’, ‘above’, ‘below’, ‘center’.

Returns

None

add_tile(tile_source, **kw)[source]

Adds new TileRenderer into Plot.renderers

Parameters

tile_source (TileSource) – a tile source instance which contain tileset configuration

Keyword Arguments

keyword arguments are passed on as-is to the tile renderer (Additional) –

Returns

TileRenderer

Return type

TileRenderer

add_tools(*tools)[source]

Adds tools to the plot.

Parameters

*tools (Tool) – the tools to add to the Plot

Returns

None

column(col, gridplot)[source]

Return whether this plot is in a given column of a GridPlot.

Parameters
  • col (int) – index of the column to test

  • gridplot (GridPlot) – the GridPlot to check

Returns

bool

row(row, gridplot)[source]

Return whether this plot is in a given row of a GridPlot.

Parameters
  • row (int) – index of the row to test

  • gridplot (GridPlot) – the GridPlot to check

Returns

bool

select(*args, **kwargs)[source]

Query this object and all of its references for objects that match the given selector.

There are a few different ways to call the select method. The most general is to supply a JSON-like query dictionary as the single argument or as keyword arguments:

Parameters

selector (JSON-like) – some sample text

Keyword Arguments

kwargs – query dict key/values as keyword arguments

Additionally, for compatibility with Model.select, a selector dict may be passed as selector keyword argument, in which case the value of kwargs['selector'] is used for the query.

For convenience, queries on just names can be made by supplying the name string as the single parameter:

Parameters

name (str) – the name to query on

Also queries on just type can be made simply by supplying the Model subclass as the single parameter:

Parameters

type (Model) – the type to query on

Returns

seq[Model]

Examples

# These three are equivalent
p.select(selector={"type": HoverTool})
p.select({"type": HoverTool})
p.select(HoverTool)

# These two are also equivalent
p.select({"name": "mycircle"})
p.select("mycircle")

# Keyword arguments can be supplied in place of selector dict
p.select({"name": "foo", "type": HoverTool})
p.select(name="foo", type=HoverTool)
property axis

Splattable list of Axis objects.

property grid

Splattable list of Grid objects.

property h_symmetry
property hover

Splattable list of HoverTool objects.

property legend

Splattable list of Legend objects.

property tools
property v_symmetry
property xaxis

Splattable list of Axis objects for the x dimension.

property xgrid

Splattable list of Grid objects for the x dimension.

property yaxis

Splattable list of Axis objects for the y dimension.

property ygrid

Splattable list of Grid objects for the y dimension.

JSON Prototype
{
  "above": [],
  "align": "start",
  "aspect_ratio": null,
  "aspect_scale": 1,
  "background": null,
  "background_fill_alpha": {
    "value": 1.0
  },
  "background_fill_color": {
    "value": "#ffffff"
  },
  "below": [],
  "border_fill_alpha": {
    "value": 1.0
  },
  "border_fill_color": {
    "value": "#ffffff"
  },
  "center": [],
  "css_classes": [],
  "disabled": false,
  "extra_x_ranges": {},
  "extra_y_ranges": {},
  "frame_height": null,
  "frame_width": null,
  "height": null,
  "height_policy": "auto",
  "hidpi": true,
  "id": "14029",
  "js_event_callbacks": {},
  "js_property_callbacks": {},
  "left": [],
  "lod_factor": 10,
  "lod_interval": 300,
  "lod_threshold": 2000,
  "lod_timeout": 500,
  "margin": [
    0,
    0,
    0,
    0
  ],
  "match_aspect": false,
  "max_height": null,
  "max_width": null,
  "min_border": 5,
  "min_border_bottom": null,
  "min_border_left": null,
  "min_border_right": null,
  "min_border_top": null,
  "min_height": null,
  "min_width": null,
  "name": null,
  "outline_line_alpha": {
    "value": 1.0
  },
  "outline_line_cap": "butt",
  "outline_line_color": {
    "value": "#e5e5e5"
  },
  "outline_line_dash": [],
  "outline_line_dash_offset": 0,
  "outline_line_join": "bevel",
  "outline_line_width": {
    "value": 1
  },
  "output_backend": "canvas",
  "plot_height": 600,
  "plot_width": 600,
  "renderers": [],
  "reset_policy": "standard",
  "right": [],
  "sizing_mode": null,
  "subscribed_events": [],
  "tags": [],
  "title": {
    "id": "14033",
    "type": "Title"
  },
  "title_location": "above",
  "toolbar": {
    "id": "14034",
    "type": "Toolbar"
  },
  "toolbar_location": "right",
  "toolbar_sticky": true,
  "visible": true,
  "width": null,
  "width_policy": "auto",
  "x_range": {
    "id": "14035",
    "type": "DataRange1d"
  },
  "x_scale": {
    "id": "14032",
    "type": "LinearScale"
  },
  "y_range": {
    "id": "14031",
    "type": "DataRange1d"
  },
  "y_scale": {
    "id": "14030",
    "type": "LinearScale"
  }
}