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_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’)
  • tags (BasicPropertyDescriptor) – An optional list of arbitrary, user-supplied values to attach to this model. (default [])
  • visible (BasicPropertyDescriptor) – Whether the glyph should render or not. (default True)
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:
 
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(width=300, 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:
 
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(width=300, 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:
 
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(width=300, 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(width=300, 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(width=300, 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(width=300, 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(width=300, 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(width=300, 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:
 
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(width=300, 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)
get_class(view_model_name)

Given a __view_model__ name, returns the corresponding class object

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

Configure and add hbar 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(width=300, 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_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
  • tags (BasicPropertyDescriptor) – An optional list of arbitrary, user-supplied values to attach to this model. (default [])
  • visible (BasicPropertyDescriptor) – Whether the glyph should render or not. (default True)
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_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)
  • tags (BasicPropertyDescriptor) – An optional list of arbitrary, user-supplied values to attach to this model. (default [])
  • visible (BasicPropertyDescriptor) – Whether the glyph should render or not. (default True)
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_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)
  • tags (BasicPropertyDescriptor) – An optional list of arbitrary, user-supplied values to attach to this model. (default [])
  • visible (BasicPropertyDescriptor) – Whether the glyph should render or not. (default True)
  • 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(width=300, 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:
 
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(width=300, 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(width=300, 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:
 
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:
 
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(width=300, 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:
 
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(width=300, 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:
 
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(width=300, 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(width=300, 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(width=300, 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(width=300, 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:
 
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(width=300, 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:
 
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(width=300, 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:
 
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(width=300, 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(width=300, height=300)
plot.x(x=[1, 2, 3], y=[1, 2, 3], size=[10, 20, 25], color="#fa9fb5")

show(plot)