Bokeh Menu

bokeh.plotting

figure(**kwargs)[source]

Create a new Figure for plotting.

In addition to the standard Figure property values (e.g. plot_width or sizing_mode) the following additional options can be passed as well:

Options

active_drag

type: Either ( Auto , String , Instance ( Tool ) )

Which drag tool should initially be active.

active_scroll

type: Either ( Auto , String , Instance ( Tool ) )

Which scroll tool should initially be active.

active_tap

type: Either ( Auto , String , Instance ( Tool ) )

Which tap tool should initially be active.

tools

type: Either ( String , Seq ( Either ( String , Instance ( Tool ) ) ) )

Tools the plot should start with.

x_axis_label

type: String

A label for the x-axis.

x_axis_location

type: Enum ( VerticalLocation )

Where the x-axis should be located.

x_axis_type

type: Either ( Auto , Enum ( Enumeration(linear, log, datetime) ) )

The type of the x-axis.

x_minor_ticks

type: Either ( Auto , Int )

Number of minor ticks between adjacent x-axis major ticks.

x_range

type: Either ( Tuple ( Float , Float ), Seq ( String ), Instance ( Range ) )

Customize the x-range of the plot.

y_axis_label

type: String

A label for the y-axis.

y_axis_location

type: Enum ( HorizontalLocation )

Where the y-axis should be located.

y_axis_type

type: Either ( Auto , Enum ( Enumeration(linear, log, datetime) ) )

The type of the y-axis.

y_minor_ticks

type: Either ( Auto , Int )

Number of minor ticks between adjacent y-axis major ticks.

y_range

type: Either ( Tuple ( Float , Float ), Seq ( String ), Instance ( Range ) )

Customize the x-range of the plot.

Returns:Figure
class Figure(*arg, **kw)[source]

A subclass of Plot that simplifies plot creation with default axes, grids, tools, etc.

In addition to all the Bokeh model property attributes documented below, the Figure initializer also accepts the following options, which can help simplify configuration:

Options

active_drag

type: Either ( Auto , String , Instance ( Tool ) )

Which drag tool should initially be active.

active_scroll

type: Either ( Auto , String , Instance ( Tool ) )

Which scroll tool should initially be active.

active_tap

type: Either ( Auto , String , Instance ( Tool ) )

Which tap tool should initially be active.

tools

type: Either ( String , Seq ( Either ( String , Instance ( Tool ) ) ) )

Tools the plot should start with.

x_axis_label

type: String

A label for the x-axis.

x_axis_location

type: Enum ( VerticalLocation )

Where the x-axis should be located.

x_axis_type

type: Either ( Auto , Enum ( Enumeration(linear, log, datetime) ) )

The type of the x-axis.

x_minor_ticks

type: Either ( Auto , Int )

Number of minor ticks between adjacent x-axis major ticks.

x_range

type: Either ( Tuple ( Float , Float ), Seq ( String ), Instance ( Range ) )

Customize the x-range of the plot.

y_axis_label

type: String

A label for the y-axis.

y_axis_location

type: Enum ( HorizontalLocation )

Where the y-axis should be located.

y_axis_type

type: Either ( Auto , Enum ( Enumeration(linear, log, datetime) ) )

The type of the y-axis.

y_minor_ticks

type: Either ( Auto , Int )

Number of minor ticks between adjacent y-axis major ticks.

y_range

type: Either ( Tuple ( Float , Float ), Seq ( String ), Instance ( Range ) )

Customize the x-range of the plot.

annular_wedge(x, y, inner_radius, outer_radius, start_angle, end_angle, direction='anticlock', **kwargs)

Configure and add annularwedge glyphs to this Figure.

Parameters:
Keyword Arguments:
 
  • end_angle_units (Enum('deg', 'rad')) – (default ‘rad’)
  • fill_alpha (DataSpecPropertyDescriptor) – The fill alpha values for the annular wedges. (default 1.0)
  • fill_color (DataSpecPropertyDescriptor) – The fill color values for the annular wedges. (default ‘gray’)
  • inner_radius_units (Enum('screen', 'data')) – (default ‘data’)
  • js_event_callbacks (BasicPropertyDescriptor) – A mapping of event names to lists of CustomJS callbacks. (default {})
  • js_property_callbacks (BasicPropertyDescriptor) – A mapping of attribute names to lists of CustomJS callbacks, to be set up on BokehJS side when the document is created. (default {})
  • line_alpha (DataSpecPropertyDescriptor) – The line alpha values for the annular wedges. (default 1.0)
  • line_cap (BasicPropertyDescriptor) – The line cap values for the annular wedges. (default ‘butt’)
  • line_color (DataSpecPropertyDescriptor) – The line color values for the annular wedges. (default ‘black’)
  • line_dash (BasicPropertyDescriptor) – The line dash values for the annular wedges. (default [])
  • line_dash_offset (BasicPropertyDescriptor) – The line dash offset values for the annular wedges. (default 0)
  • line_join (BasicPropertyDescriptor) – The line join values for the annular wedges. (default ‘miter’)
  • line_width (DataSpecPropertyDescriptor) – The line width values for the annular wedges. (default 1)
  • name (BasicPropertyDescriptor) – An arbitrary, user-supplied name for this model. (default None)
  • outer_radius_units (Enum('screen', 'data')) – (default ‘data’)
  • start_angle_units (Enum('deg', 'rad')) – (default ‘rad’)
  • subscribed_events (BasicPropertyDescriptor) – List of events that are subscribed to by Python callbacks. This is the set of events that will be communicated from BokehJS back to Python for this model. (default [])
  • tags (BasicPropertyDescriptor) – An optional list of arbitrary, user-supplied values to attach to this model. (default [])
Other Parameters:
 
  • alpha (float) – an alias to set all alpha keyword args at once
  • color (Color) – an alias to set all color keyword args at once
  • source (ColumnDataSource) – a user supplied data source
  • legend (str) – a legend tag for this glyph
  • x_range_name (str) – name an extra range to use for mapping x-coordinates
  • y_range_name (str) – name an extra range to use for mapping y-coordinates
  • level (Enum) – control the render level order for this glyph

It is also possible to set the color and alpha parameters of a “nonselection” glyph. To do so, prefix any visual parameter with 'nonselection_'. For example, pass nonselection_alpha or nonselection_fill_alpha.

Returns:GlyphRenderer
annulus(x, y, inner_radius, outer_radius, **kwargs)

Configure and add annulus glyphs to this Figure.

Parameters:
Keyword Arguments:
 
  • fill_alpha (DataSpecPropertyDescriptor) – The fill alpha values for the annuli. (default 1.0)
  • fill_color (DataSpecPropertyDescriptor) – The fill color values for the annuli. (default ‘gray’)
  • inner_radius_units (Enum('screen', 'data')) – (default ‘data’)
  • js_event_callbacks (BasicPropertyDescriptor) – A mapping of event names to lists of CustomJS callbacks. (default {})
  • js_property_callbacks (BasicPropertyDescriptor) – A mapping of attribute names to lists of CustomJS callbacks, to be set up on BokehJS side when the document is created. (default {})
  • line_alpha (DataSpecPropertyDescriptor) – The line alpha values for the annuli. (default 1.0)
  • line_cap (BasicPropertyDescriptor) – The line cap values for the annuli. (default ‘butt’)
  • line_color (DataSpecPropertyDescriptor) – The line color values for the annuli. (default ‘black’)
  • line_dash (BasicPropertyDescriptor) – The line dash values for the annuli. (default [])
  • line_dash_offset (BasicPropertyDescriptor) – The line dash offset values for the annuli. (default 0)
  • line_join (BasicPropertyDescriptor) – The line join values for the annuli. (default ‘miter’)
  • line_width (DataSpecPropertyDescriptor) – The line width values for the annuli. (default 1)
  • name (BasicPropertyDescriptor) – An arbitrary, user-supplied name for this model. (default None)
  • outer_radius_units (Enum('screen', 'data')) – (default ‘data’)
  • subscribed_events (BasicPropertyDescriptor) – List of events that are subscribed to by Python callbacks. This is the set of events that will be communicated from BokehJS back to Python for this model. (default [])
  • tags (BasicPropertyDescriptor) – An optional list of arbitrary, user-supplied values to attach to this model. (default [])
Other Parameters:
 
  • alpha (float) – an alias to set all alpha keyword args at once
  • color (Color) – an alias to set all color keyword args at once
  • source (ColumnDataSource) – a user supplied data source
  • legend (str) – a legend tag for this glyph
  • x_range_name (str) – name an extra range to use for mapping x-coordinates
  • y_range_name (str) – name an extra range to use for mapping y-coordinates
  • level (Enum) – control the render level order for this glyph

It is also possible to set the color and alpha parameters of a “nonselection” glyph. To do so, prefix any visual parameter with 'nonselection_'. For example, pass nonselection_alpha or nonselection_fill_alpha.

Returns:GlyphRenderer

Examples

from bokeh.plotting import figure, output_file, show

plot = figure(plot_width=300, plot_height=300)
plot.annulus(x=[1, 2, 3], y=[1, 2, 3], color="#7FC97F",
             inner_radius=0.2, outer_radius=0.5)

show(plot)
arc(x, y, radius, start_angle, end_angle, direction='anticlock', **kwargs)

Configure and add arc glyphs to this Figure.

Parameters:
Keyword Arguments:
 
  • end_angle_units (Enum('deg', 'rad')) – (default ‘rad’)
  • js_event_callbacks (BasicPropertyDescriptor) – A mapping of event names to lists of CustomJS callbacks. (default {})
  • js_property_callbacks (BasicPropertyDescriptor) – A mapping of attribute names to lists of CustomJS callbacks, to be set up on BokehJS side when the document is created. (default {})
  • line_alpha (DataSpecPropertyDescriptor) – The line alpha values for the arcs. (default 1.0)
  • line_cap (BasicPropertyDescriptor) – The line cap values for the arcs. (default ‘butt’)
  • line_color (DataSpecPropertyDescriptor) – The line color values for the arcs. (default ‘black’)
  • line_dash (BasicPropertyDescriptor) – The line dash values for the arcs. (default [])
  • line_dash_offset (BasicPropertyDescriptor) – The line dash offset values for the arcs. (default 0)
  • line_join (BasicPropertyDescriptor) – The line join values for the arcs. (default ‘miter’)
  • line_width (DataSpecPropertyDescriptor) – The line width values for the arcs. (default 1)
  • name (BasicPropertyDescriptor) – An arbitrary, user-supplied name for this model. (default None)
  • radius_units (Enum('screen', 'data')) – (default ‘data’)
  • start_angle_units (Enum('deg', 'rad')) – (default ‘rad’)
  • subscribed_events (BasicPropertyDescriptor) – List of events that are subscribed to by Python callbacks. This is the set of events that will be communicated from BokehJS back to Python for this model. (default [])
  • tags (BasicPropertyDescriptor) – An optional list of arbitrary, user-supplied values to attach to this model. (default [])
Other Parameters:
 
  • alpha (float) – an alias to set all alpha keyword args at once
  • color (Color) – an alias to set all color keyword args at once
  • source (ColumnDataSource) – a user supplied data source
  • legend (str) – a legend tag for this glyph
  • x_range_name (str) – name an extra range to use for mapping x-coordinates
  • y_range_name (str) – name an extra range to use for mapping y-coordinates
  • level (Enum) – control the render level order for this glyph

It is also possible to set the color and alpha parameters of a “nonselection” glyph. To do so, prefix any visual parameter with 'nonselection_'. For example, pass nonselection_alpha or nonselection_fill_alpha.

Returns:GlyphRenderer
asterisk(x, y, size=4, angle=0.0, **kwargs)

Configure and add asterisk glyphs to this Figure.

Parameters:
Keyword Arguments:
 
Other Parameters:
 
  • alpha (float) – an alias to set all alpha keyword args at once
  • color (Color) – an alias to set all color keyword args at once
  • source (ColumnDataSource) – a user supplied data source
  • legend (str) – a legend tag for this glyph
  • x_range_name (str) – name an extra range to use for mapping x-coordinates
  • y_range_name (str) – name an extra range to use for mapping y-coordinates
  • level (Enum) – control the render level order for this glyph

It is also possible to set the color and alpha parameters of a “nonselection” glyph. To do so, prefix any visual parameter with 'nonselection_'. For example, pass nonselection_alpha or nonselection_fill_alpha.

Returns:GlyphRenderer

Examples

from bokeh.plotting import figure, output_file, show

plot = figure(plot_width=300, plot_height=300)
plot.asterisk(x=[1,2,3], y=[1,2,3], size=20, color="#F0027F")

show(plot)
bezier(x0, y0, x1, y1, cx0, cy0, cx1, cy1, **kwargs)

Configure and add bezier glyphs to this Figure.

Parameters:
Keyword Arguments:
 
  • js_event_callbacks (BasicPropertyDescriptor) – A mapping of event names to lists of CustomJS callbacks. (default {})
  • js_property_callbacks (BasicPropertyDescriptor) – A mapping of attribute names to lists of CustomJS callbacks, to be set up on BokehJS side when the document is created. (default {})
  • line_alpha (DataSpecPropertyDescriptor) – The line alpha values for the Bézier curves. (default 1.0)
  • line_cap (BasicPropertyDescriptor) – The line cap values for the Bézier curves. (default ‘butt’)
  • line_color (DataSpecPropertyDescriptor) – The line color values for the Bézier curves. (default ‘black’)
  • line_dash (BasicPropertyDescriptor) – The line dash values for the Bézier curves. (default [])
  • line_dash_offset (BasicPropertyDescriptor) – The line dash offset values for the Bézier curves. (default 0)
  • line_join (BasicPropertyDescriptor) – The line join values for the Bézier curves. (default ‘miter’)
  • line_width (DataSpecPropertyDescriptor) – The line width values for the Bézier curves. (default 1)
  • name (BasicPropertyDescriptor) – An arbitrary, user-supplied name for this model. (default None)
  • subscribed_events (BasicPropertyDescriptor) – List of events that are subscribed to by Python callbacks. This is the set of events that will be communicated from BokehJS back to Python for this model. (default [])
  • tags (BasicPropertyDescriptor) – An optional list of arbitrary, user-supplied values to attach to this model. (default [])
Other Parameters:
 
  • alpha (float) – an alias to set all alpha keyword args at once
  • color (Color) – an alias to set all color keyword args at once
  • source (ColumnDataSource) – a user supplied data source
  • legend (str) – a legend tag for this glyph
  • x_range_name (str) – name an extra range to use for mapping x-coordinates
  • y_range_name (str) – name an extra range to use for mapping y-coordinates
  • level (Enum) – control the render level order for this glyph

It is also possible to set the color and alpha parameters of a “nonselection” glyph. To do so, prefix any visual parameter with 'nonselection_'. For example, pass nonselection_alpha or nonselection_fill_alpha.

Returns:GlyphRenderer
circle(x, y, **kwargs)

Configure and add circle glyphs to this Figure.

Parameters:
Keyword Arguments:
 
Other Parameters:
 
  • alpha (float) – an alias to set all alpha keyword args at once
  • color (Color) – an alias to set all color keyword args at once
  • source (ColumnDataSource) – a user supplied data source
  • legend (str) – a legend tag for this glyph
  • x_range_name (str) – name an extra range to use for mapping x-coordinates
  • y_range_name (str) – name an extra range to use for mapping y-coordinates
  • level (Enum) – control the render level order for this glyph

It is also possible to set the color and alpha parameters of a “nonselection” glyph. To do so, prefix any visual parameter with 'nonselection_'. For example, pass nonselection_alpha or nonselection_fill_alpha.

Returns:GlyphRenderer

Note

Only one of size or radius should be provided. Note that radius defaults to data units.

Examples

from bokeh.plotting import figure, output_file, show

plot = figure(plot_width=300, plot_height=300)
plot.circle(x=[1, 2, 3], y=[1, 2, 3], size=20)

show(plot)
circle_cross(x, y, size=4, angle=0.0, **kwargs)

Configure and add circlecross glyphs to this Figure.

Parameters:
Keyword Arguments:
 
Other Parameters:
 
  • alpha (float) – an alias to set all alpha keyword args at once
  • color (Color) – an alias to set all color keyword args at once
  • source (ColumnDataSource) – a user supplied data source
  • legend (str) – a legend tag for this glyph
  • x_range_name (str) – name an extra range to use for mapping x-coordinates
  • y_range_name (str) – name an extra range to use for mapping y-coordinates
  • level (Enum) – control the render level order for this glyph

It is also possible to set the color and alpha parameters of a “nonselection” glyph. To do so, prefix any visual parameter with 'nonselection_'. For example, pass nonselection_alpha or nonselection_fill_alpha.

Returns:GlyphRenderer

Examples

from bokeh.plotting import figure, output_file, show

plot = figure(plot_width=300, plot_height=300)
plot.circle_cross(x=[1,2,3], y=[4,5,6], size=20,
                  color="#FB8072", fill_alpha=0.2, line_width=2)

show(plot)
circle_x(x, y, size=4, angle=0.0, **kwargs)

Configure and add circlex glyphs to this Figure.

Parameters:
Keyword Arguments:
 
Other Parameters:
 
  • alpha (float) – an alias to set all alpha keyword args at once
  • color (Color) – an alias to set all color keyword args at once
  • source (ColumnDataSource) – a user supplied data source
  • legend (str) – a legend tag for this glyph
  • x_range_name (str) – name an extra range to use for mapping x-coordinates
  • y_range_name (str) – name an extra range to use for mapping y-coordinates
  • level (Enum) – control the render level order for this glyph

It is also possible to set the color and alpha parameters of a “nonselection” glyph. To do so, prefix any visual parameter with 'nonselection_'. For example, pass nonselection_alpha or nonselection_fill_alpha.

Returns:GlyphRenderer

Examples

from bokeh.plotting import figure, output_file, show

plot = figure(plot_width=300, plot_height=300)
plot.circle_x(x=[1, 2, 3], y=[1, 2, 3], size=20,
             color="#DD1C77", fill_alpha=0.2)

show(plot)
cross(x, y, size=4, angle=0.0, **kwargs)

Configure and add cross glyphs to this Figure.

Parameters:
Keyword Arguments:
 
Other Parameters:
 
  • alpha (float) – an alias to set all alpha keyword args at once
  • color (Color) – an alias to set all color keyword args at once
  • source (ColumnDataSource) – a user supplied data source
  • legend (str) – a legend tag for this glyph
  • x_range_name (str) – name an extra range to use for mapping x-coordinates
  • y_range_name (str) – name an extra range to use for mapping y-coordinates
  • level (Enum) – control the render level order for this glyph

It is also possible to set the color and alpha parameters of a “nonselection” glyph. To do so, prefix any visual parameter with 'nonselection_'. For example, pass nonselection_alpha or nonselection_fill_alpha.

Returns:GlyphRenderer

Examples

from bokeh.plotting import figure, output_file, show

plot = figure(plot_width=300, plot_height=300)
plot.cross(x=[1, 2, 3], y=[1, 2, 3], size=20,
           color="#E6550D", line_width=2)

show(plot)
diamond(x, y, size=4, angle=0.0, **kwargs)

Configure and add diamond glyphs to this Figure.

Parameters:
Keyword Arguments:
 
Other Parameters:
 
  • alpha (float) – an alias to set all alpha keyword args at once
  • color (Color) – an alias to set all color keyword args at once
  • source (ColumnDataSource) – a user supplied data source
  • legend (str) – a legend tag for this glyph
  • x_range_name (str) – name an extra range to use for mapping x-coordinates
  • y_range_name (str) – name an extra range to use for mapping y-coordinates
  • level (Enum) – control the render level order for this glyph

It is also possible to set the color and alpha parameters of a “nonselection” glyph. To do so, prefix any visual parameter with 'nonselection_'. For example, pass nonselection_alpha or nonselection_fill_alpha.

Returns:GlyphRenderer

Examples

from bokeh.plotting import figure, output_file, show

plot = figure(plot_width=300, plot_height=300)
plot.diamond(x=[1, 2, 3], y=[1, 2, 3], size=20,
            color="#1C9099", line_width=2)

show(plot)
diamond_cross(x, y, size=4, angle=0.0, **kwargs)

Configure and add diamondcross glyphs to this Figure.

Parameters:
Keyword Arguments:
 
Other Parameters:
 
  • alpha (float) – an alias to set all alpha keyword args at once
  • color (Color) – an alias to set all color keyword args at once
  • source (ColumnDataSource) – a user supplied data source
  • legend (str) – a legend tag for this glyph
  • x_range_name (str) – name an extra range to use for mapping x-coordinates
  • y_range_name (str) – name an extra range to use for mapping y-coordinates
  • level (Enum) – control the render level order for this glyph

It is also possible to set the color and alpha parameters of a “nonselection” glyph. To do so, prefix any visual parameter with 'nonselection_'. For example, pass nonselection_alpha or nonselection_fill_alpha.

Returns:GlyphRenderer

Examples

from bokeh.plotting import figure, output_file, show

plot = figure(plot_width=300, plot_height=300)
plot.diamond_cross(x=[1, 2, 3], y=[1, 2, 3], size=20,
                   color="#386CB0", fill_color=None, line_width=2)

show(plot)
ellipse(x, y, width, height, angle=0.0, **kwargs)

Configure and add ellipse glyphs to this Figure.

Parameters:
Keyword Arguments:
 
  • angle_units (Enum('deg', 'rad')) – (default ‘rad’)
  • fill_alpha (DataSpecPropertyDescriptor) – The fill alpha values for the ovals. (default 1.0)
  • fill_color (DataSpecPropertyDescriptor) – The fill color values for the ovals. (default ‘gray’)
  • height_units (Enum('screen', 'data')) – (default ‘data’)
  • js_event_callbacks (BasicPropertyDescriptor) – A mapping of event names to lists of CustomJS callbacks. (default {})
  • js_property_callbacks (BasicPropertyDescriptor) – A mapping of attribute names to lists of CustomJS callbacks, to be set up on BokehJS side when the document is created. (default {})
  • line_alpha (DataSpecPropertyDescriptor) – The line alpha values for the ovals. (default 1.0)
  • line_cap (BasicPropertyDescriptor) – The line cap values for the ovals. (default ‘butt’)
  • line_color (DataSpecPropertyDescriptor) – The line color values for the ovals. (default ‘black’)
  • line_dash (BasicPropertyDescriptor) – The line dash values for the ovals. (default [])
  • line_dash_offset (BasicPropertyDescriptor) – The line dash offset values for the ovals. (default 0)
  • line_join (BasicPropertyDescriptor) – The line join values for the ovals. (default ‘miter’)
  • line_width (DataSpecPropertyDescriptor) – The line width values for the ovals. (default 1)
  • name (BasicPropertyDescriptor) – An arbitrary, user-supplied name for this model. (default None)
  • subscribed_events (BasicPropertyDescriptor) – List of events that are subscribed to by Python callbacks. This is the set of events that will be communicated from BokehJS back to Python for this model. (default [])
  • tags (BasicPropertyDescriptor) – An optional list of arbitrary, user-supplied values to attach to this model. (default [])
  • width_units (Enum('screen', 'data')) – (default ‘data’)
Other Parameters:
 
  • alpha (float) – an alias to set all alpha keyword args at once
  • color (Color) – an alias to set all color keyword args at once
  • source (ColumnDataSource) – a user supplied data source
  • legend (str) – a legend tag for this glyph
  • x_range_name (str) – name an extra range to use for mapping x-coordinates
  • y_range_name (str) – name an extra range to use for mapping y-coordinates
  • level (Enum) – control the render level order for this glyph

It is also possible to set the color and alpha parameters of a “nonselection” glyph. To do so, prefix any visual parameter with 'nonselection_'. For example, pass nonselection_alpha or nonselection_fill_alpha.

Returns:GlyphRenderer

Examples

from bokeh.plotting import figure, output_file, show

plot = figure(plot_width=300, plot_height=300)
plot.ellipse(x=[1, 2, 3], y=[1, 2, 3], width=30, height=20,
             color="#386CB0", fill_color=None, line_width=2)

show(plot)
hbar(y, height, right, left=0, **kwargs)

Configure and add hbar glyphs to this Figure.

Parameters:
Keyword Arguments:
 
  • fill_alpha (DataSpecPropertyDescriptor) – The fill alpha values for the horizontal bars. (default 1.0)
  • fill_color (DataSpecPropertyDescriptor) – The fill color values for the horizontal bars. (default ‘gray’)
  • js_event_callbacks (BasicPropertyDescriptor) – A mapping of event names to lists of CustomJS callbacks. (default {})
  • js_property_callbacks (BasicPropertyDescriptor) – A mapping of attribute names to lists of CustomJS callbacks, to be set up on BokehJS side when the document is created. (default {})
  • line_alpha (DataSpecPropertyDescriptor) – The line alpha values for the horizontal bars. (default 1.0)
  • line_cap (BasicPropertyDescriptor) – The line cap values for the horizontal bars. (default ‘butt’)
  • line_color (DataSpecPropertyDescriptor) – The line color values for the horizontal bars. (default ‘black’)
  • line_dash (BasicPropertyDescriptor) – The line dash values for the horizontal bars. (default [])
  • line_dash_offset (BasicPropertyDescriptor) – The line dash offset values for the horizontal bars. (default 0)
  • line_join (BasicPropertyDescriptor) – The line join values for the horizontal bars. (default ‘miter’)
  • line_width (DataSpecPropertyDescriptor) – The line width values for the horizontal bars. (default 1)
  • name (BasicPropertyDescriptor) – An arbitrary, user-supplied name for this model. (default None)
  • subscribed_events (BasicPropertyDescriptor) – List of events that are subscribed to by Python callbacks. This is the set of events that will be communicated from BokehJS back to Python for this model. (default [])
  • tags (BasicPropertyDescriptor) – An optional list of arbitrary, user-supplied values to attach to this model. (default [])
Other Parameters:
 
  • alpha (float) – an alias to set all alpha keyword args at once
  • color (Color) – an alias to set all color keyword args at once
  • source (ColumnDataSource) – a user supplied data source
  • legend (str) – a legend tag for this glyph
  • x_range_name (str) – name an extra range to use for mapping x-coordinates
  • y_range_name (str) – name an extra range to use for mapping y-coordinates
  • level (Enum) – control the render level order for this glyph

It is also possible to set the color and alpha parameters of a “nonselection” glyph. To do so, prefix any visual parameter with 'nonselection_'. For example, pass nonselection_alpha or nonselection_fill_alpha.

Returns:GlyphRenderer

Examples

from bokeh.plotting import figure, output_file, show

plot = figure(plot_width=300, plot_height=300)
plot.hbar(y=[1, 2, 3], height=0.5, left=0, right=[1,2,3], color="#CAB2D6")

show(plot)
image(image, x, y, dw, dh, dilate=False, **kwargs)

Configure and add image glyphs to this Figure.

Parameters:
Keyword Arguments:
 
  • color_mapper (BasicPropertyDescriptor) – A ColorMapper to use to map the scalar data from image into RGBA values for display. (default None)
  • dh_units (Enum('screen', 'data')) – (default ‘data’)
  • dw_units (Enum('screen', 'data')) – (default ‘data’)
  • js_event_callbacks (BasicPropertyDescriptor) – A mapping of event names to lists of CustomJS callbacks. (default {})
  • js_property_callbacks (BasicPropertyDescriptor) – A mapping of attribute names to lists of CustomJS callbacks, to be set up on BokehJS side when the document is created. (default {})
  • name (BasicPropertyDescriptor) – An arbitrary, user-supplied name for this model. (default None)
  • palette (str or list[color value]) – a palette to construct a value for the color mapper property from
  • subscribed_events (BasicPropertyDescriptor) – List of events that are subscribed to by Python callbacks. This is the set of events that will be communicated from BokehJS back to Python for this model. (default [])
  • tags (BasicPropertyDescriptor) – An optional list of arbitrary, user-supplied values to attach to this model. (default [])
Other Parameters:
 
  • alpha (float) – an alias to set all alpha keyword args at once
  • color (Color) – an alias to set all color keyword args at once
  • source (ColumnDataSource) – a user supplied data source
  • legend (str) – a legend tag for this glyph
  • x_range_name (str) – name an extra range to use for mapping x-coordinates
  • y_range_name (str) – name an extra range to use for mapping y-coordinates
  • level (Enum) – control the render level order for this glyph

It is also possible to set the color and alpha parameters of a “nonselection” glyph. To do so, prefix any visual parameter with 'nonselection_'. For example, pass nonselection_alpha or nonselection_fill_alpha.

Returns:GlyphRenderer

Note

If both palette and color_mapper are passed, a ValueError exception will be raised. If neither is passed, then the Greys9 palette will be used as a default.

image_rgba(image, x, y, dw, dh, dilate=False, **kwargs)

Configure and add imagergba glyphs to this Figure.

Parameters:
Keyword Arguments:
 
  • cols (DataSpecPropertyDescriptor) – The numbers of columns in the images (default None)
  • dh_units (Enum('screen', 'data')) – (default ‘data’)
  • dw_units (Enum('screen', 'data')) – (default ‘data’)
  • js_event_callbacks (BasicPropertyDescriptor) – A mapping of event names to lists of CustomJS callbacks. (default {})
  • js_property_callbacks (BasicPropertyDescriptor) – A mapping of attribute names to lists of CustomJS callbacks, to be set up on BokehJS side when the document is created. (default {})
  • name (BasicPropertyDescriptor) – An arbitrary, user-supplied name for this model. (default None)
  • rows (DataSpecPropertyDescriptor) – The numbers of rows in the images (default None)
  • subscribed_events (BasicPropertyDescriptor) – List of events that are subscribed to by Python callbacks. This is the set of events that will be communicated from BokehJS back to Python for this model. (default [])
  • tags (BasicPropertyDescriptor) – An optional list of arbitrary, user-supplied values to attach to this model. (default [])
Other Parameters:
 
  • alpha (float) – an alias to set all alpha keyword args at once
  • color (Color) – an alias to set all color keyword args at once
  • source (ColumnDataSource) – a user supplied data source
  • legend (str) – a legend tag for this glyph
  • x_range_name (str) – name an extra range to use for mapping x-coordinates
  • y_range_name (str) – name an extra range to use for mapping y-coordinates
  • level (Enum) – control the render level order for this glyph

It is also possible to set the color and alpha parameters of a “nonselection” glyph. To do so, prefix any visual parameter with 'nonselection_'. For example, pass nonselection_alpha or nonselection_fill_alpha.

Returns:GlyphRenderer

Note

The image_rgba method accepts images as a two-dimensional array of RGBA values (encoded as 32-bit integers).

image_url(url, x, y, w, h, angle=0, global_alpha=1.0, dilate=False, **kwargs)

Configure and add imageurl glyphs to this Figure.

Parameters:
Keyword Arguments:
 
  • anchor (BasicPropertyDescriptor) – What position of the image should be anchored at the x, y coordinates. (default ‘top_left’)
  • angle_units (Enum('deg', 'rad')) – (default ‘rad’)
  • h_units (Enum('screen', 'data')) – (default ‘data’)
  • js_event_callbacks (BasicPropertyDescriptor) – A mapping of event names to lists of CustomJS callbacks. (default {})
  • js_property_callbacks (BasicPropertyDescriptor) – A mapping of attribute names to lists of CustomJS callbacks, to be set up on BokehJS side when the document is created. (default {})
  • name (BasicPropertyDescriptor) – An arbitrary, user-supplied name for this model. (default None)
  • retry_attempts (BasicPropertyDescriptor) – Number of attempts to retry loading the images from the specified URL. Default is zero. (default 0)
  • retry_timeout (BasicPropertyDescriptor) – Timeout (in ms) between retry attempts to load the image from the specified URL. Default is zero ms. (default 0)
  • subscribed_events (BasicPropertyDescriptor) – List of events that are subscribed to by Python callbacks. This is the set of events that will be communicated from BokehJS back to Python for this model. (default [])
  • tags (BasicPropertyDescriptor) – An optional list of arbitrary, user-supplied values to attach to this model. (default [])
  • w_units (Enum('screen', 'data')) – (default ‘data’)
Other Parameters:
 
  • alpha (float) – an alias to set all alpha keyword args at once
  • color (Color) – an alias to set all color keyword args at once
  • source (ColumnDataSource) – a user supplied data source
  • legend (str) – a legend tag for this glyph
  • x_range_name (str) – name an extra range to use for mapping x-coordinates
  • y_range_name (str) – name an extra range to use for mapping y-coordinates
  • level (Enum) – control the render level order for this glyph

It is also possible to set the color and alpha parameters of a “nonselection” glyph. To do so, prefix any visual parameter with 'nonselection_'. For example, pass nonselection_alpha or nonselection_fill_alpha.

Returns:GlyphRenderer
inverted_triangle(x, y, size=4, angle=0.0, **kwargs)

Configure and add invertedtriangle glyphs to this Figure.

Parameters:
Keyword Arguments:
 
Other Parameters:
 
  • alpha (float) – an alias to set all alpha keyword args at once
  • color (Color) – an alias to set all color keyword args at once
  • source (ColumnDataSource) – a user supplied data source
  • legend (str) – a legend tag for this glyph
  • x_range_name (str) – name an extra range to use for mapping x-coordinates
  • y_range_name (str) – name an extra range to use for mapping y-coordinates
  • level (Enum) – control the render level order for this glyph

It is also possible to set the color and alpha parameters of a “nonselection” glyph. To do so, prefix any visual parameter with 'nonselection_'. For example, pass nonselection_alpha or nonselection_fill_alpha.

Returns:GlyphRenderer

Examples

from bokeh.plotting import figure, output_file, show

plot = figure(plot_width=300, plot_height=300)
plot.inverted_triangle(x=[1, 2, 3], y=[1, 2, 3], size=20, color="#DE2D26")

show(plot)
line(x, y, **kwargs)

Configure and add line glyphs to this Figure.

Parameters:
Keyword Arguments:
 
Other Parameters:
 
  • alpha (float) – an alias to set all alpha keyword args at once
  • color (Color) – an alias to set all color keyword args at once
  • source (ColumnDataSource) – a user supplied data source
  • legend (str) – a legend tag for this glyph
  • x_range_name (str) – name an extra range to use for mapping x-coordinates
  • y_range_name (str) – name an extra range to use for mapping y-coordinates
  • level (Enum) – control the render level order for this glyph

It is also possible to set the color and alpha parameters of a “nonselection” glyph. To do so, prefix any visual parameter with 'nonselection_'. For example, pass nonselection_alpha or nonselection_fill_alpha.

Returns:GlyphRenderer

Examples

from bokeh.plotting import figure, output_file, show

p = figure(title="line", plot_width=300, plot_height=300)
p.line(x=[1, 2, 3, 4, 5], y=[6, 7, 2, 4, 5])

show(p)
multi_line(xs, ys, **kwargs)

Configure and add multiline glyphs to this Figure.

Parameters:
Keyword Arguments:
 
Other Parameters:
 
  • alpha (float) – an alias to set all alpha keyword args at once
  • color (Color) – an alias to set all color keyword args at once
  • source (ColumnDataSource) – a user supplied data source
  • legend (str) – a legend tag for this glyph
  • x_range_name (str) – name an extra range to use for mapping x-coordinates
  • y_range_name (str) – name an extra range to use for mapping y-coordinates
  • level (Enum) – control the render level order for this glyph

It is also possible to set the color and alpha parameters of a “nonselection” glyph. To do so, prefix any visual parameter with 'nonselection_'. For example, pass nonselection_alpha or nonselection_fill_alpha.

Returns:GlyphRenderer

Note

For this glyph, the data is not simply an array of scalars, it is an “array of arrays”.

Examples

from bokeh.plotting import figure, output_file, show

p = figure(plot_width=300, plot_height=300)
p.multi_line(xs=[[1, 2, 3], [2, 3, 4]], ys=[[6, 7, 2], [4, 5, 7]],
             color=['red','green'])

show(p)
oval(x, y, width, height, angle=0.0, **kwargs)

Configure and add oval glyphs to this Figure.

Parameters:
Keyword Arguments:
 
  • angle_units (Enum('deg', 'rad')) – (default ‘rad’)
  • fill_alpha (DataSpecPropertyDescriptor) – The fill alpha values for the ovals. (default 1.0)
  • fill_color (DataSpecPropertyDescriptor) – The fill color values for the ovals. (default ‘gray’)
  • height_units (Enum('screen', 'data')) – (default ‘data’)
  • js_event_callbacks (BasicPropertyDescriptor) – A mapping of event names to lists of CustomJS callbacks. (default {})
  • js_property_callbacks (BasicPropertyDescriptor) – A mapping of attribute names to lists of CustomJS callbacks, to be set up on BokehJS side when the document is created. (default {})
  • line_alpha (DataSpecPropertyDescriptor) – The line alpha values for the ovals. (default 1.0)
  • line_cap (BasicPropertyDescriptor) – The line cap values for the ovals. (default ‘butt’)
  • line_color (DataSpecPropertyDescriptor) – The line color values for the ovals. (default ‘black’)
  • line_dash (BasicPropertyDescriptor) – The line dash values for the ovals. (default [])
  • line_dash_offset (BasicPropertyDescriptor) – The line dash offset values for the ovals. (default 0)
  • line_join (BasicPropertyDescriptor) – The line join values for the ovals. (default ‘miter’)
  • line_width (DataSpecPropertyDescriptor) – The line width values for the ovals. (default 1)
  • name (BasicPropertyDescriptor) – An arbitrary, user-supplied name for this model. (default None)
  • subscribed_events (BasicPropertyDescriptor) – List of events that are subscribed to by Python callbacks. This is the set of events that will be communicated from BokehJS back to Python for this model. (default [])
  • tags (BasicPropertyDescriptor) – An optional list of arbitrary, user-supplied values to attach to this model. (default [])
  • width_units (Enum('screen', 'data')) – (default ‘data’)
Other Parameters:
 
  • alpha (float) – an alias to set all alpha keyword args at once
  • color (Color) – an alias to set all color keyword args at once
  • source (ColumnDataSource) – a user supplied data source
  • legend (str) – a legend tag for this glyph
  • x_range_name (str) – name an extra range to use for mapping x-coordinates
  • y_range_name (str) – name an extra range to use for mapping y-coordinates
  • level (Enum) – control the render level order for this glyph

It is also possible to set the color and alpha parameters of a “nonselection” glyph. To do so, prefix any visual parameter with 'nonselection_'. For example, pass nonselection_alpha or nonselection_fill_alpha.

Returns:GlyphRenderer

Examples

from bokeh.plotting import figure, output_file, show

plot = figure(plot_width=300, plot_height=300)
plot.oval(x=[1, 2, 3], y=[1, 2, 3], width=0.2, height=0.4,
          angle=-0.7, color="#1D91C0")

show(plot)
patch(x, y, **kwargs)

Configure and add patch glyphs to this Figure.

Parameters:
Keyword Arguments:
 
Other Parameters:
 
  • alpha (float) – an alias to set all alpha keyword args at once
  • color (Color) – an alias to set all color keyword args at once
  • source (ColumnDataSource) – a user supplied data source
  • legend (str) – a legend tag for this glyph
  • x_range_name (str) – name an extra range to use for mapping x-coordinates
  • y_range_name (str) – name an extra range to use for mapping y-coordinates
  • level (Enum) – control the render level order for this glyph

It is also possible to set the color and alpha parameters of a “nonselection” glyph. To do so, prefix any visual parameter with 'nonselection_'. For example, pass nonselection_alpha or nonselection_fill_alpha.

Returns:GlyphRenderer

Examples

from bokeh.plotting import figure, output_file, show

p = figure(plot_width=300, plot_height=300)
p.patch(x=[1, 2, 3, 2], y=[6, 7, 2, 2], color="#99d8c9")

show(p)
patches(xs, ys, **kwargs)

Configure and add patches glyphs to this Figure.

Parameters:
Keyword Arguments:
 
Other Parameters:
 
  • alpha (float) – an alias to set all alpha keyword args at once
  • color (Color) – an alias to set all color keyword args at once
  • source (ColumnDataSource) – a user supplied data source
  • legend (str) – a legend tag for this glyph
  • x_range_name (str) – name an extra range to use for mapping x-coordinates
  • y_range_name (str) – name an extra range to use for mapping y-coordinates
  • level (Enum) – control the render level order for this glyph

It is also possible to set the color and alpha parameters of a “nonselection” glyph. To do so, prefix any visual parameter with 'nonselection_'. For example, pass nonselection_alpha or nonselection_fill_alpha.

Returns:GlyphRenderer

Note

For this glyph, the data is not simply an array of scalars, it is an “array of arrays”.

Examples

from bokeh.plotting import figure, output_file, show

p = figure(plot_width=300, plot_height=300)
p.patches(xs=[[1,2,3],[4,5,6,5]], ys=[[1,2,1],[4,5,5,4]],
         color=["#43a2ca", "#a8ddb5"])

show(p)
quad(left, right, top, bottom, **kwargs)

Configure and add quad glyphs to this Figure.

Parameters:
Keyword Arguments:
 
Other Parameters:
 
  • alpha (float) – an alias to set all alpha keyword args at once
  • color (Color) – an alias to set all color keyword args at once
  • source (ColumnDataSource) – a user supplied data source
  • legend (str) – a legend tag for this glyph
  • x_range_name (str) – name an extra range to use for mapping x-coordinates
  • y_range_name (str) – name an extra range to use for mapping y-coordinates
  • level (Enum) – control the render level order for this glyph

It is also possible to set the color and alpha parameters of a “nonselection” glyph. To do so, prefix any visual parameter with 'nonselection_'. For example, pass nonselection_alpha or nonselection_fill_alpha.

Returns:GlyphRenderer

Examples

from bokeh.plotting import figure, output_file, show

plot = figure(plot_width=300, plot_height=300)
plot.quad(top=[2, 3, 4], bottom=[1, 2, 3], left=[1, 2, 3],
    right=[1.2, 2.5, 3.7], color="#B3DE69")

show(plot)
quadratic(x0, y0, x1, y1, cx, cy, **kwargs)

Configure and add quadratic glyphs to this Figure.

Parameters:
Keyword Arguments:
 
  • js_event_callbacks (BasicPropertyDescriptor) – A mapping of event names to lists of CustomJS callbacks. (default {})
  • js_property_callbacks (BasicPropertyDescriptor) – A mapping of attribute names to lists of CustomJS callbacks, to be set up on BokehJS side when the document is created. (default {})
  • line_alpha (DataSpecPropertyDescriptor) – The line alpha values for the parabolas. (default 1.0)
  • line_cap (BasicPropertyDescriptor) – The line cap values for the parabolas. (default ‘butt’)
  • line_color (DataSpecPropertyDescriptor) – The line color values for the parabolas. (default ‘black’)
  • line_dash (BasicPropertyDescriptor) – The line dash values for the parabolas. (default [])
  • line_dash_offset (BasicPropertyDescriptor) – The line dash offset values for the parabolas. (default 0)
  • line_join (BasicPropertyDescriptor) – The line join values for the parabolas. (default ‘miter’)
  • line_width (DataSpecPropertyDescriptor) – The line width values for the parabolas. (default 1)
  • name (BasicPropertyDescriptor) – An arbitrary, user-supplied name for this model. (default None)
  • subscribed_events (BasicPropertyDescriptor) – List of events that are subscribed to by Python callbacks. This is the set of events that will be communicated from BokehJS back to Python for this model. (default [])
  • tags (BasicPropertyDescriptor) – An optional list of arbitrary, user-supplied values to attach to this model. (default [])
Other Parameters:
 
  • alpha (float) – an alias to set all alpha keyword args at once
  • color (Color) – an alias to set all color keyword args at once
  • source (ColumnDataSource) – a user supplied data source
  • legend (str) – a legend tag for this glyph
  • x_range_name (str) – name an extra range to use for mapping x-coordinates
  • y_range_name (str) – name an extra range to use for mapping y-coordinates
  • level (Enum) – control the render level order for this glyph

It is also possible to set the color and alpha parameters of a “nonselection” glyph. To do so, prefix any visual parameter with 'nonselection_'. For example, pass nonselection_alpha or nonselection_fill_alpha.

Returns:GlyphRenderer
ray(x, y, length, angle, **kwargs)

Configure and add ray glyphs to this Figure.

Parameters:
Keyword Arguments:
 
  • angle_units (Enum('deg', 'rad')) – (default ‘rad’)
  • js_event_callbacks (BasicPropertyDescriptor) – A mapping of event names to lists of CustomJS callbacks. (default {})
  • js_property_callbacks (BasicPropertyDescriptor) – A mapping of attribute names to lists of CustomJS callbacks, to be set up on BokehJS side when the document is created. (default {})
  • length_units (Enum('screen', 'data')) – (default ‘data’)
  • line_alpha (DataSpecPropertyDescriptor) – The line alpha values for the rays. (default 1.0)
  • line_cap (BasicPropertyDescriptor) – The line cap values for the rays. (default ‘butt’)
  • line_color (DataSpecPropertyDescriptor) – The line color values for the rays. (default ‘black’)
  • line_dash (BasicPropertyDescriptor) – The line dash values for the rays. (default [])
  • line_dash_offset (BasicPropertyDescriptor) – The line dash offset values for the rays. (default 0)
  • line_join (BasicPropertyDescriptor) – The line join values for the rays. (default ‘miter’)
  • line_width (DataSpecPropertyDescriptor) – The line width values for the rays. (default 1)
  • name (BasicPropertyDescriptor) – An arbitrary, user-supplied name for this model. (default None)
  • subscribed_events (BasicPropertyDescriptor) – List of events that are subscribed to by Python callbacks. This is the set of events that will be communicated from BokehJS back to Python for this model. (default [])
  • tags (BasicPropertyDescriptor) – An optional list of arbitrary, user-supplied values to attach to this model. (default [])
Other Parameters:
 
  • alpha (float) – an alias to set all alpha keyword args at once
  • color (Color) – an alias to set all color keyword args at once
  • source (ColumnDataSource) – a user supplied data source
  • legend (str) – a legend tag for this glyph
  • x_range_name (str) – name an extra range to use for mapping x-coordinates
  • y_range_name (str) – name an extra range to use for mapping y-coordinates
  • level (Enum) – control the render level order for this glyph

It is also possible to set the color and alpha parameters of a “nonselection” glyph. To do so, prefix any visual parameter with 'nonselection_'. For example, pass nonselection_alpha or nonselection_fill_alpha.

Returns:GlyphRenderer

Examples

from bokeh.plotting import figure, output_file, show

plot = figure(plot_width=300, plot_height=300)
plot.ray(x=[1, 2, 3], y=[1, 2, 3], length=45, angle=-0.7, color="#FB8072",
         line_width=2)

show(plot)
rect(x, y, width, height, angle=0.0, dilate=False, **kwargs)

Configure and add rect glyphs to this Figure.

Parameters:
Keyword Arguments:
 
  • angle_units (Enum('deg', 'rad')) – (default ‘rad’)
  • fill_alpha (DataSpecPropertyDescriptor) – The fill alpha values for the rectangles. (default 1.0)
  • fill_color (DataSpecPropertyDescriptor) – The fill color values for the rectangles. (default ‘gray’)
  • height_units (Enum('screen', 'data')) – (default ‘data’)
  • js_event_callbacks (BasicPropertyDescriptor) – A mapping of event names to lists of CustomJS callbacks. (default {})
  • js_property_callbacks (BasicPropertyDescriptor) – A mapping of attribute names to lists of CustomJS callbacks, to be set up on BokehJS side when the document is created. (default {})
  • line_alpha (DataSpecPropertyDescriptor) – The line alpha values for the rectangles. (default 1.0)
  • line_cap (BasicPropertyDescriptor) – The line cap values for the rectangles. (default ‘butt’)
  • line_color (DataSpecPropertyDescriptor) – The line color values for the rectangles. (default ‘black’)
  • line_dash (BasicPropertyDescriptor) – The line dash values for the rectangles. (default [])
  • line_dash_offset (BasicPropertyDescriptor) – The line dash offset values for the rectangles. (default 0)
  • line_join (BasicPropertyDescriptor) – The line join values for the rectangles. (default ‘miter’)
  • line_width (DataSpecPropertyDescriptor) – The line width values for the rectangles. (default 1)
  • name (BasicPropertyDescriptor) – An arbitrary, user-supplied name for this model. (default None)
  • subscribed_events (BasicPropertyDescriptor) – List of events that are subscribed to by Python callbacks. This is the set of events that will be communicated from BokehJS back to Python for this model. (default [])
  • tags (BasicPropertyDescriptor) – An optional list of arbitrary, user-supplied values to attach to this model. (default [])
  • width_units (Enum('screen', 'data')) – (default ‘data’)
Other Parameters:
 
  • alpha (float) – an alias to set all alpha keyword args at once
  • color (Color) – an alias to set all color keyword args at once
  • source (ColumnDataSource) – a user supplied data source
  • legend (str) – a legend tag for this glyph
  • x_range_name (str) – name an extra range to use for mapping x-coordinates
  • y_range_name (str) – name an extra range to use for mapping y-coordinates
  • level (Enum) – control the render level order for this glyph

It is also possible to set the color and alpha parameters of a “nonselection” glyph. To do so, prefix any visual parameter with 'nonselection_'. For example, pass nonselection_alpha or nonselection_fill_alpha.

Returns:GlyphRenderer

Examples

from bokeh.plotting import figure, output_file, show

plot = figure(plot_width=300, plot_height=300)
plot.rect(x=[1, 2, 3], y=[1, 2, 3], width=10, height=20, color="#CAB2D6",
    width_units="screen", height_units="screen")

show(plot)
scatter(*args, **kwargs)[source]

Creates a scatter plot of the given x and y items.

Parameters:
  • x (str or seq[float]) – values or field names of center x coordinates
  • y (str or seq[float]) – values or field names of center y coordinates
  • size (str or list[float]) – values or field names of sizes in screen units
  • marker (str, optional) – a valid marker_type, defaults to “circle”
  • color (color value, optional) – shorthand to set both fill and line color
  • source (ColumnDataSource) – a user-supplied data source. An attempt will be made to convert the object to ColumnDataSource if needed. If none is supplied, one is created for the user automatically.
  • **kwargs – Line Properties and Fill Properties

Examples

>>> p.scatter([1,2,3],[4,5,6], fill_color="red")
>>> p.scatter("data1", "data2", source=data_source, ...)
segment(x0, y0, x1, y1, **kwargs)

Configure and add segment glyphs to this Figure.

Parameters:
Keyword Arguments:
 
  • js_event_callbacks (BasicPropertyDescriptor) – A mapping of event names to lists of CustomJS callbacks. (default {})
  • js_property_callbacks (BasicPropertyDescriptor) – A mapping of attribute names to lists of CustomJS callbacks, to be set up on BokehJS side when the document is created. (default {})
  • line_alpha (DataSpecPropertyDescriptor) – The line alpha values for the segments. (default 1.0)
  • line_cap (BasicPropertyDescriptor) – The line cap values for the segments. (default ‘butt’)
  • line_color (DataSpecPropertyDescriptor) – The line color values for the segments. (default ‘black’)
  • line_dash (BasicPropertyDescriptor) – The line dash values for the segments. (default [])
  • line_dash_offset (BasicPropertyDescriptor) – The line dash offset values for the segments. (default 0)
  • line_join (BasicPropertyDescriptor) – The line join values for the segments. (default ‘miter’)
  • line_width (DataSpecPropertyDescriptor) – The line width values for the segments. (default 1)
  • name (BasicPropertyDescriptor) – An arbitrary, user-supplied name for this model. (default None)
  • subscribed_events (BasicPropertyDescriptor) – List of events that are subscribed to by Python callbacks. This is the set of events that will be communicated from BokehJS back to Python for this model. (default [])
  • tags (BasicPropertyDescriptor) – An optional list of arbitrary, user-supplied values to attach to this model. (default [])
Other Parameters:
 
  • alpha (float) – an alias to set all alpha keyword args at once
  • color (Color) – an alias to set all color keyword args at once
  • source (ColumnDataSource) – a user supplied data source
  • legend (str) – a legend tag for this glyph
  • x_range_name (str) – name an extra range to use for mapping x-coordinates
  • y_range_name (str) – name an extra range to use for mapping y-coordinates
  • level (Enum) – control the render level order for this glyph

It is also possible to set the color and alpha parameters of a “nonselection” glyph. To do so, prefix any visual parameter with 'nonselection_'. For example, pass nonselection_alpha or nonselection_fill_alpha.

Returns:GlyphRenderer

Examples

from bokeh.plotting import figure, output_file, show

plot = figure(plot_width=300, plot_height=300)
plot.segment(x0=[1, 2, 3], y0=[1, 2, 3], x1=[1, 2, 3],
            y1=[1.2, 2.5, 3.7], color="#F4A582",
            line_width=3)

show(plot)
square(x, y, size=4, angle=0.0, **kwargs)

Configure and add square glyphs to this Figure.

Parameters:
Keyword Arguments:
 
Other Parameters:
 
  • alpha (float) – an alias to set all alpha keyword args at once
  • color (Color) – an alias to set all color keyword args at once
  • source (ColumnDataSource) – a user supplied data source
  • legend (str) – a legend tag for this glyph
  • x_range_name (str) – name an extra range to use for mapping x-coordinates
  • y_range_name (str) – name an extra range to use for mapping y-coordinates
  • level (Enum) – control the render level order for this glyph

It is also possible to set the color and alpha parameters of a “nonselection” glyph. To do so, prefix any visual parameter with 'nonselection_'. For example, pass nonselection_alpha or nonselection_fill_alpha.

Returns:GlyphRenderer

Examples

from bokeh.plotting import figure, output_file, show

plot = figure(plot_width=300, plot_height=300)
plot.square(x=[1, 2, 3], y=[1, 2, 3], size=[10,20,30], color="#74ADD1")

show(plot)
square_cross(x, y, size=4, angle=0.0, **kwargs)

Configure and add squarecross glyphs to this Figure.

Parameters:
Keyword Arguments:
 
Other Parameters:
 
  • alpha (float) – an alias to set all alpha keyword args at once
  • color (Color) – an alias to set all color keyword args at once
  • source (ColumnDataSource) – a user supplied data source
  • legend (str) – a legend tag for this glyph
  • x_range_name (str) – name an extra range to use for mapping x-coordinates
  • y_range_name (str) – name an extra range to use for mapping y-coordinates
  • level (Enum) – control the render level order for this glyph

It is also possible to set the color and alpha parameters of a “nonselection” glyph. To do so, prefix any visual parameter with 'nonselection_'. For example, pass nonselection_alpha or nonselection_fill_alpha.

Returns:GlyphRenderer

Examples

from bokeh.plotting import figure, output_file, show

plot = figure(plot_width=300, plot_height=300)
plot.square_cross(x=[1, 2, 3], y=[1, 2, 3], size=[10,20,25],
                 color="#7FC97F",fill_color=None, line_width=2)

show(plot)
square_x(x, y, size=4, angle=0.0, **kwargs)

Configure and add squarex glyphs to this Figure.

Parameters:
Keyword Arguments:
 
Other Parameters:
 
  • alpha (float) – an alias to set all alpha keyword args at once
  • color (Color) – an alias to set all color keyword args at once
  • source (ColumnDataSource) – a user supplied data source
  • legend (str) – a legend tag for this glyph
  • x_range_name (str) – name an extra range to use for mapping x-coordinates
  • y_range_name (str) – name an extra range to use for mapping y-coordinates
  • level (Enum) – control the render level order for this glyph

It is also possible to set the color and alpha parameters of a “nonselection” glyph. To do so, prefix any visual parameter with 'nonselection_'. For example, pass nonselection_alpha or nonselection_fill_alpha.

Returns:GlyphRenderer

Examples

from bokeh.plotting import figure, output_file, show

plot = figure(plot_width=300, plot_height=300)
plot.square_x(x=[1, 2, 3], y=[1, 2, 3], size=[10,20,25],
             color="#FDAE6B",fill_color=None, line_width=2)

show(plot)
text(x, y, text='text', angle=0, x_offset=0, y_offset=0, **kwargs)

Configure and add text glyphs to this Figure.

Parameters:
Keyword Arguments:
 
  • angle_units (Enum('deg', 'rad')) – (default ‘rad’)
  • js_event_callbacks (BasicPropertyDescriptor) – A mapping of event names to lists of CustomJS callbacks. (default {})
  • js_property_callbacks (BasicPropertyDescriptor) – A mapping of attribute names to lists of CustomJS callbacks, to be set up on BokehJS side when the document is created. (default {})
  • name (BasicPropertyDescriptor) – An arbitrary, user-supplied name for this model. (default None)
  • subscribed_events (BasicPropertyDescriptor) – List of events that are subscribed to by Python callbacks. This is the set of events that will be communicated from BokehJS back to Python for this model. (default [])
  • tags (BasicPropertyDescriptor) – An optional list of arbitrary, user-supplied values to attach to this model. (default [])
  • text_align (BasicPropertyDescriptor) – The text align values for the text. (default ‘left’)
  • text_alpha (DataSpecPropertyDescriptor) – The text alpha values for the text. (default 1.0)
  • text_baseline (BasicPropertyDescriptor) – The text baseline values for the text. (default ‘bottom’)
  • text_color (DataSpecPropertyDescriptor) – The text color values for the text. (default ‘#444444’)
  • text_font (BasicPropertyDescriptor) – The text font values for the text. (default ‘helvetica’)
  • text_font_size (DataSpecPropertyDescriptor) – The text font size values for the text. (default {‘value’: ‘12pt’})
  • text_font_style (BasicPropertyDescriptor) – The text font style values for the text. (default ‘normal’)
Other Parameters:
 
  • alpha (float) – an alias to set all alpha keyword args at once
  • color (Color) – an alias to set all color keyword args at once
  • source (ColumnDataSource) – a user supplied data source
  • legend (str) – a legend tag for this glyph
  • x_range_name (str) – name an extra range to use for mapping x-coordinates
  • y_range_name (str) – name an extra range to use for mapping y-coordinates
  • level (Enum) – control the render level order for this glyph

It is also possible to set the color and alpha parameters of a “nonselection” glyph. To do so, prefix any visual parameter with 'nonselection_'. For example, pass nonselection_alpha or nonselection_fill_alpha.

Returns:GlyphRenderer

Note

The location and angle of the text relative to the x, y coordinates is indicated by the alignment and baseline text properties.

Returns:GlyphRenderer
triangle(x, y, size=4, angle=0.0, **kwargs)

Configure and add triangle glyphs to this Figure.

Parameters:
Keyword Arguments:
 
Other Parameters:
 
  • alpha (float) – an alias to set all alpha keyword args at once
  • color (Color) – an alias to set all color keyword args at once
  • source (ColumnDataSource) – a user supplied data source
  • legend (str) – a legend tag for this glyph
  • x_range_name (str) – name an extra range to use for mapping x-coordinates
  • y_range_name (str) – name an extra range to use for mapping y-coordinates
  • level (Enum) – control the render level order for this glyph

It is also possible to set the color and alpha parameters of a “nonselection” glyph. To do so, prefix any visual parameter with 'nonselection_'. For example, pass nonselection_alpha or nonselection_fill_alpha.

Returns:GlyphRenderer

Examples

from bokeh.plotting import figure, output_file, show

plot = figure(plot_width=300, plot_height=300)
plot.triangle(x=[1, 2, 3], y=[1, 2, 3], size=[10,20,25],
             color="#99D594", line_width=2)

show(plot)
vbar(x, width, top, bottom=0, **kwargs)

Configure and add vbar glyphs to this Figure.

Parameters:
Keyword Arguments:
 
  • fill_alpha (DataSpecPropertyDescriptor) – The fill alpha values for the vertical bars. (default 1.0)
  • fill_color (DataSpecPropertyDescriptor) – The fill color values for the vertical bars. (default ‘gray’)
  • js_event_callbacks (BasicPropertyDescriptor) – A mapping of event names to lists of CustomJS callbacks. (default {})
  • js_property_callbacks (BasicPropertyDescriptor) – A mapping of attribute names to lists of CustomJS callbacks, to be set up on BokehJS side when the document is created. (default {})
  • line_alpha (DataSpecPropertyDescriptor) – The line alpha values for the vertical bars. (default 1.0)
  • line_cap (BasicPropertyDescriptor) – The line cap values for the vertical bars. (default ‘butt’)
  • line_color (DataSpecPropertyDescriptor) – The line color values for the vertical bars. (default ‘black’)
  • line_dash (BasicPropertyDescriptor) – The line dash values for the vertical bars. (default [])
  • line_dash_offset (BasicPropertyDescriptor) – The line dash offset values for the vertical bars. (default 0)
  • line_join (BasicPropertyDescriptor) – The line join values for the vertical bars. (default ‘miter’)
  • line_width (DataSpecPropertyDescriptor) – The line width values for the vertical bars. (default 1)
  • name (BasicPropertyDescriptor) – An arbitrary, user-supplied name for this model. (default None)
  • subscribed_events (BasicPropertyDescriptor) – List of events that are subscribed to by Python callbacks. This is the set of events that will be communicated from BokehJS back to Python for this model. (default [])
  • tags (BasicPropertyDescriptor) – An optional list of arbitrary, user-supplied values to attach to this model. (default [])
Other Parameters:
 
  • alpha (float) – an alias to set all alpha keyword args at once
  • color (Color) – an alias to set all color keyword args at once
  • source (ColumnDataSource) – a user supplied data source
  • legend (str) – a legend tag for this glyph
  • x_range_name (str) – name an extra range to use for mapping x-coordinates
  • y_range_name (str) – name an extra range to use for mapping y-coordinates
  • level (Enum) – control the render level order for this glyph

It is also possible to set the color and alpha parameters of a “nonselection” glyph. To do so, prefix any visual parameter with 'nonselection_'. For example, pass nonselection_alpha or nonselection_fill_alpha.

Returns:GlyphRenderer

Examples

from bokeh.plotting import figure, output_file, show

plot = figure(plot_width=300, plot_height=300)
plot.vbar(x=[1, 2, 3], width=0.5, bottom=0, top=[1,2,3], color="#CAB2D6")

show(plot)
wedge(x, y, radius, start_angle, end_angle, direction='anticlock', **kwargs)

Configure and add wedge glyphs to this Figure.

Parameters:
Keyword Arguments:
 
  • end_angle_units (Enum('deg', 'rad')) – (default ‘rad’)
  • fill_alpha (DataSpecPropertyDescriptor) – The fill alpha values for the wedges. (default 1.0)
  • fill_color (DataSpecPropertyDescriptor) – The fill color values for the wedges. (default ‘gray’)
  • js_event_callbacks (BasicPropertyDescriptor) – A mapping of event names to lists of CustomJS callbacks. (default {})
  • js_property_callbacks (BasicPropertyDescriptor) – A mapping of attribute names to lists of CustomJS callbacks, to be set up on BokehJS side when the document is created. (default {})
  • line_alpha (DataSpecPropertyDescriptor) – The line alpha values for the wedges. (default 1.0)
  • line_cap (BasicPropertyDescriptor) – The line cap values for the wedges. (default ‘butt’)
  • line_color (DataSpecPropertyDescriptor) – The line color values for the wedges. (default ‘black’)
  • line_dash (BasicPropertyDescriptor) – The line dash values for the wedges. (default [])
  • line_dash_offset (BasicPropertyDescriptor) – The line dash offset values for the wedges. (default 0)
  • line_join (BasicPropertyDescriptor) – The line join values for the wedges. (default ‘miter’)
  • line_width (DataSpecPropertyDescriptor) – The line width values for the wedges. (default 1)
  • name (BasicPropertyDescriptor) – An arbitrary, user-supplied name for this model. (default None)
  • radius_units (Enum('screen', 'data')) – (default ‘data’)
  • start_angle_units (Enum('deg', 'rad')) – (default ‘rad’)
  • subscribed_events (BasicPropertyDescriptor) – List of events that are subscribed to by Python callbacks. This is the set of events that will be communicated from BokehJS back to Python for this model. (default [])
  • tags (BasicPropertyDescriptor) – An optional list of arbitrary, user-supplied values to attach to this model. (default [])
Other Parameters:
 
  • alpha (float) – an alias to set all alpha keyword args at once
  • color (Color) – an alias to set all color keyword args at once
  • source (ColumnDataSource) – a user supplied data source
  • legend (str) – a legend tag for this glyph
  • x_range_name (str) – name an extra range to use for mapping x-coordinates
  • y_range_name (str) – name an extra range to use for mapping y-coordinates
  • level (Enum) – control the render level order for this glyph

It is also possible to set the color and alpha parameters of a “nonselection” glyph. To do so, prefix any visual parameter with 'nonselection_'. For example, pass nonselection_alpha or nonselection_fill_alpha.

Returns:GlyphRenderer

Examples

from bokeh.plotting import figure, output_file, show

plot = figure(plot_width=300, plot_height=300)
plot.wedge(x=[1, 2, 3], y=[1, 2, 3], radius=15, start_angle=0.6,
             end_angle=4.1, radius_units="screen", color="#2b8cbe")

show(plot)
x(x, y, size=4, angle=0.0, **kwargs)

Configure and add x glyphs to this Figure.

Parameters:
Keyword Arguments:
 
Other Parameters:
 
  • alpha (float) – an alias to set all alpha keyword args at once
  • color (Color) – an alias to set all color keyword args at once
  • source (ColumnDataSource) – a user supplied data source
  • legend (str) – a legend tag for this glyph
  • x_range_name (str) – name an extra range to use for mapping x-coordinates
  • y_range_name (str) – name an extra range to use for mapping y-coordinates
  • level (Enum) – control the render level order for this glyph

It is also possible to set the color and alpha parameters of a “nonselection” glyph. To do so, prefix any visual parameter with 'nonselection_'. For example, pass nonselection_alpha or nonselection_fill_alpha.

Returns:GlyphRenderer

Examples

from bokeh.plotting import figure, output_file, show

plot = figure(plot_width=300, plot_height=300)
plot.x(x=[1, 2, 3], y=[1, 2, 3], size=[10, 20, 25], color="#fa9fb5")

show(plot)