bokeh.plotting¶

figure(**kwargs)¶

Create a new Figure for plotting, and add it to the current document.

Returns:	Figure

class Figure(*arg, **kw)¶

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

annular_wedge(*args, **kwargs)¶

Configure and add AnnularWedge glyphs to this Figure.

Keyword Arguments:
Parameters:	x (DataSpecProperty) – The x-coordinates of the center of the annular wedges. (default None) y (DataSpecProperty) – The y-coordinates of the center of the annular wedges. (default None) inner_radius (UnitsSpecProperty) – The inner radii of the annular wedges. (default None) outer_radius (UnitsSpecProperty) – The outer radii of the annular wedges. (default None) start_angle (UnitsSpecProperty) – The angles to start the annular wedges, as measured from the horizontal. (default None) end_angle (UnitsSpecProperty) – The angles to end the annular wedges, as measured from the horizontal. (default None) direction (BasicProperty) – Which direction to stroke between the start and end angles. (default ‘anticlock’)
	end_angle_units (end_angle_units – Enum(‘deg’, ‘rad’)) : (default ‘rad’) fill_alpha (DataSpecProperty) – The fill alpha values for the annular wedges. (default 1.0) fill_color (DataSpecProperty) – The fill color values for the annular wedges. (default ‘gray’) inner_radius_units (inner_radius_units – Enum(‘screen’, ‘data’)) : (default ‘data’) line_alpha (DataSpecProperty) – The line alpha values for the annular wedges. (default 1.0) line_cap (BasicProperty) – The line cap values for the annular wedges. (default ‘butt’) line_color (DataSpecProperty) – The line color values for the annular wedges. (default ‘black’) line_dash (BasicProperty) – The line dash values for the annular wedges. (default []) line_dash_offset (BasicProperty) – The line dash offset values for the annular wedges. (default 0) line_join (BasicProperty) – The line join values for the annular wedges. (default ‘miter’) line_width (DataSpecProperty) – The line width values for the annular wedges. (default 1) name (name – String) : (default None) outer_radius_units (outer_radius_units – Enum(‘screen’, ‘data’)) : (default ‘data’) start_angle_units (start_angle_units – Enum(‘deg’, ‘rad’)) : (default ‘rad’) tags (tags – List(Any)) : (default []) visible (BasicProperty) – 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(*args, **kwargs)¶

Configure and add Annulus glyphs to this Figure.

Keyword Arguments:
Parameters:	x (DataSpecProperty) – The x-coordinates of the center of the annuli. (default None) y (DataSpecProperty) – The y-coordinates of the center of the annuli. (default None) inner_radius (UnitsSpecProperty) – The inner radii of the annuli. (default None) outer_radius (UnitsSpecProperty) – The outer radii of the annuli. (default None)
	fill_alpha (DataSpecProperty) – The fill alpha values for the annuli. (default 1.0) fill_color (DataSpecProperty) – The fill color values for the annuli. (default ‘gray’) inner_radius_units (inner_radius_units – Enum(‘screen’, ‘data’)) : (default ‘data’) line_alpha (DataSpecProperty) – The line alpha values for the annuli. (default 1.0) line_cap (BasicProperty) – The line cap values for the annuli. (default ‘butt’) line_color (DataSpecProperty) – The line color values for the annuli. (default ‘black’) line_dash (BasicProperty) – The line dash values for the annuli. (default []) line_dash_offset (BasicProperty) – The line dash offset values for the annuli. (default 0) line_join (BasicProperty) – The line join values for the annuli. (default ‘miter’) line_width (DataSpecProperty) – The line width values for the annuli. (default 1) name (name – String) : (default None) outer_radius_units (outer_radius_units – Enum(‘screen’, ‘data’)) : (default ‘data’) tags (tags – List(Any)) : (default []) visible (BasicProperty) – 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

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(*args, **kwargs)¶

Configure and add Arc glyphs to this Figure.

Keyword Arguments:
Parameters:	x (DataSpecProperty) – The x-coordinates of the center of the arcs. (default None) y (DataSpecProperty) – The y-coordinates of the center of the arcs. (default None) radius (UnitsSpecProperty) – Radius of the arc. (default None) start_angle (UnitsSpecProperty) – The angles to start the arcs, as measured from the horizontal. (default None) end_angle (UnitsSpecProperty) – The angles to end the arcs, as measured from the horizontal. (default None) direction (BasicProperty) – Which direction to stroke between the start and end angles. (default ‘anticlock’)
	end_angle_units (end_angle_units – Enum(‘deg’, ‘rad’)) : (default ‘rad’) line_alpha (DataSpecProperty) – The line alpha values for the arcs. (default 1.0) line_cap (BasicProperty) – The line cap values for the arcs. (default ‘butt’) line_color (DataSpecProperty) – The line color values for the arcs. (default ‘black’) line_dash (BasicProperty) – The line dash values for the arcs. (default []) line_dash_offset (BasicProperty) – The line dash offset values for the arcs. (default 0) line_join (BasicProperty) – The line join values for the arcs. (default ‘miter’) line_width (DataSpecProperty) – The line width values for the arcs. (default 1) name (name – String) : (default None) radius_units (radius_units – Enum(‘screen’, ‘data’)) : (default ‘data’) start_angle_units (start_angle_units – Enum(‘deg’, ‘rad’)) : (default ‘rad’) tags (tags – List(Any)) : (default []) visible (BasicProperty) – 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

Returns:	GlyphRenderer

asterisk(*args, **kwargs)¶

Configure and add Asterisk glyphs to this Figure.

Keyword Arguments:
Parameters:	x (DataSpecProperty) – The x-axis coordinates for the center of the markers. (default None) y (DataSpecProperty) – The y-axis coordinates for the center of the markers. (default None) size (DataSpecProperty) – The size (diameter) values for the markers in screen space units. (default 4) angle (UnitsSpecProperty) – The angles to rotate the markers. (default 0.0)
	angle_units (angle_units – Enum(‘deg’, ‘rad’)) : (default ‘rad’) fill_alpha (DataSpecProperty) – The fill alpha values for the markers. (default 1.0) fill_color (DataSpecProperty) – The fill color values for the markers. (default ‘gray’) line_alpha (DataSpecProperty) – The line alpha values for the markers. (default 1.0) line_cap (BasicProperty) – The line cap values for the markers. (default ‘butt’) line_color (DataSpecProperty) – The line color values for the markers. (default ‘black’) line_dash (BasicProperty) – The line dash values for the markers. (default []) line_dash_offset (BasicProperty) – The line dash offset values for the markers. (default 0) line_join (BasicProperty) – The line join values for the markers. (default ‘miter’) line_width (DataSpecProperty) – The line width values for the markers. (default 1) name (name – String) : (default None) tags (tags – List(Any)) : (default []) visible (BasicProperty) – 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

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(*args, **kwargs)¶

Configure and add Bezier glyphs to this Figure.

Keyword Arguments:
Parameters:	x0 (DataSpecProperty) – The x-coordinates of the starting points. (default None) y0 (DataSpecProperty) – The y-coordinates of the starting points. (default None) x1 (DataSpecProperty) – The x-coordinates of the ending points. (default None) y1 (DataSpecProperty) – The y-coordinates of the ending points. (default None) cx0 (DataSpecProperty) – The x-coordinates of first control points. (default None) cy0 (DataSpecProperty) – The y-coordinates of first control points. (default None) cx1 (DataSpecProperty) – The x-coordinates of second control points. (default None) cy1 (DataSpecProperty) – The y-coordinates of second control points. (default None)
	line_alpha (DataSpecProperty) – The line alpha values for the Bézier curves. (default 1.0) line_cap (BasicProperty) – The line cap values for the Bézier curves. (default ‘butt’) line_color (DataSpecProperty) – The line color values for the Bézier curves. (default ‘black’) line_dash (BasicProperty) – The line dash values for the Bézier curves. (default []) line_dash_offset (BasicProperty) – The line dash offset values for the Bézier curves. (default 0) line_join (BasicProperty) – The line join values for the Bézier curves. (default ‘miter’) line_width (DataSpecProperty) – The line width values for the Bézier curves. (default 1) name (name – String) : (default None) tags (tags – List(Any)) : (default []) visible (BasicProperty) – 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

Returns:	GlyphRenderer

circle(*args, **kwargs)¶

Configure and add Circle glyphs to this Figure.

Keyword Arguments:
Parameters:	x (DataSpecProperty) – The x-axis coordinates for the center of the markers. (default None) y (DataSpecProperty) – The y-axis coordinates for the center of the markers. (default None)
	angle (UnitsSpecProperty) – The angles to rotate the markers. (default 0.0) angle_units (angle_units – Enum(‘deg’, ‘rad’)) : (default ‘rad’) fill_alpha (DataSpecProperty) – The fill alpha values for the markers. (default 1.0) fill_color (DataSpecProperty) – The fill color values for the markers. (default ‘gray’) line_alpha (DataSpecProperty) – The line alpha values for the markers. (default 1.0) line_cap (BasicProperty) – The line cap values for the markers. (default ‘butt’) line_color (DataSpecProperty) – The line color values for the markers. (default ‘black’) line_dash (BasicProperty) – The line dash values for the markers. (default []) line_dash_offset (BasicProperty) – The line dash offset values for the markers. (default 0) line_join (BasicProperty) – The line join values for the markers. (default ‘miter’) line_width (DataSpecProperty) – The line width values for the markers. (default 1) name (name – String) : (default None) radius (UnitsSpecProperty) – The radius values for circle markers (in “data space” units, by default). (default None) radius_dimension (BasicProperty) – What dimension to measure circle radii along. (default ‘x’) radius_units (radius_units – Enum(‘screen’, ‘data’)) : (default ‘data’) size (DataSpecProperty) – The size (diameter) values for the markers in screen space units. (default 4) tags (tags – List(Any)) : (default []) visible (BasicProperty) – 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

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(*args, **kwargs)¶

Configure and add CircleCross glyphs to this Figure.

Keyword Arguments:
Parameters:	x (DataSpecProperty) – The x-axis coordinates for the center of the markers. (default None) y (DataSpecProperty) – The y-axis coordinates for the center of the markers. (default None) size (DataSpecProperty) – The size (diameter) values for the markers in screen space units. (default 4) angle (UnitsSpecProperty) – The angles to rotate the markers. (default 0.0)
	angle_units (angle_units – Enum(‘deg’, ‘rad’)) : (default ‘rad’) fill_alpha (DataSpecProperty) – The fill alpha values for the markers. (default 1.0) fill_color (DataSpecProperty) – The fill color values for the markers. (default ‘gray’) line_alpha (DataSpecProperty) – The line alpha values for the markers. (default 1.0) line_cap (BasicProperty) – The line cap values for the markers. (default ‘butt’) line_color (DataSpecProperty) – The line color values for the markers. (default ‘black’) line_dash (BasicProperty) – The line dash values for the markers. (default []) line_dash_offset (BasicProperty) – The line dash offset values for the markers. (default 0) line_join (BasicProperty) – The line join values for the markers. (default ‘miter’) line_width (DataSpecProperty) – The line width values for the markers. (default 1) name (name – String) : (default None) tags (tags – List(Any)) : (default []) visible (BasicProperty) – 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

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(*args, **kwargs)¶

Configure and add CircleX glyphs to this Figure.

Keyword Arguments:
Parameters:	x (DataSpecProperty) – The x-axis coordinates for the center of the markers. (default None) y (DataSpecProperty) – The y-axis coordinates for the center of the markers. (default None) size (DataSpecProperty) – The size (diameter) values for the markers in screen space units. (default 4) angle (UnitsSpecProperty) – The angles to rotate the markers. (default 0.0)
	angle_units (angle_units – Enum(‘deg’, ‘rad’)) : (default ‘rad’) fill_alpha (DataSpecProperty) – The fill alpha values for the markers. (default 1.0) fill_color (DataSpecProperty) – The fill color values for the markers. (default ‘gray’) line_alpha (DataSpecProperty) – The line alpha values for the markers. (default 1.0) line_cap (BasicProperty) – The line cap values for the markers. (default ‘butt’) line_color (DataSpecProperty) – The line color values for the markers. (default ‘black’) line_dash (BasicProperty) – The line dash values for the markers. (default []) line_dash_offset (BasicProperty) – The line dash offset values for the markers. (default 0) line_join (BasicProperty) – The line join values for the markers. (default ‘miter’) line_width (DataSpecProperty) – The line width values for the markers. (default 1) name (name – String) : (default None) tags (tags – List(Any)) : (default []) visible (BasicProperty) – 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

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(*args, **kwargs)¶

Configure and add Cross glyphs to this Figure.

Keyword Arguments:
Parameters:	x (DataSpecProperty) – The x-axis coordinates for the center of the markers. (default None) y (DataSpecProperty) – The y-axis coordinates for the center of the markers. (default None) size (DataSpecProperty) – The size (diameter) values for the markers in screen space units. (default 4) angle (UnitsSpecProperty) – The angles to rotate the markers. (default 0.0)
	angle_units (angle_units – Enum(‘deg’, ‘rad’)) : (default ‘rad’) fill_alpha (DataSpecProperty) – The fill alpha values for the markers. (default 1.0) fill_color (DataSpecProperty) – The fill color values for the markers. (default ‘gray’) line_alpha (DataSpecProperty) – The line alpha values for the markers. (default 1.0) line_cap (BasicProperty) – The line cap values for the markers. (default ‘butt’) line_color (DataSpecProperty) – The line color values for the markers. (default ‘black’) line_dash (BasicProperty) – The line dash values for the markers. (default []) line_dash_offset (BasicProperty) – The line dash offset values for the markers. (default 0) line_join (BasicProperty) – The line join values for the markers. (default ‘miter’) line_width (DataSpecProperty) – The line width values for the markers. (default 1) name (name – String) : (default None) tags (tags – List(Any)) : (default []) visible (BasicProperty) – 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

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(*args, **kwargs)¶

Configure and add Diamond glyphs to this Figure.

Keyword Arguments:
Parameters:	x (DataSpecProperty) – The x-axis coordinates for the center of the markers. (default None) y (DataSpecProperty) – The y-axis coordinates for the center of the markers. (default None) size (DataSpecProperty) – The size (diameter) values for the markers in screen space units. (default 4) angle (UnitsSpecProperty) – The angles to rotate the markers. (default 0.0)
	angle_units (angle_units – Enum(‘deg’, ‘rad’)) : (default ‘rad’) fill_alpha (DataSpecProperty) – The fill alpha values for the markers. (default 1.0) fill_color (DataSpecProperty) – The fill color values for the markers. (default ‘gray’) line_alpha (DataSpecProperty) – The line alpha values for the markers. (default 1.0) line_cap (BasicProperty) – The line cap values for the markers. (default ‘butt’) line_color (DataSpecProperty) – The line color values for the markers. (default ‘black’) line_dash (BasicProperty) – The line dash values for the markers. (default []) line_dash_offset (BasicProperty) – The line dash offset values for the markers. (default 0) line_join (BasicProperty) – The line join values for the markers. (default ‘miter’) line_width (DataSpecProperty) – The line width values for the markers. (default 1) name (name – String) : (default None) tags (tags – List(Any)) : (default []) visible (BasicProperty) – 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

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(*args, **kwargs)¶

Configure and add DiamondCross glyphs to this Figure.

Keyword Arguments:
Parameters:	x (DataSpecProperty) – The x-axis coordinates for the center of the markers. (default None) y (DataSpecProperty) – The y-axis coordinates for the center of the markers. (default None) size (DataSpecProperty) – The size (diameter) values for the markers in screen space units. (default 4) angle (UnitsSpecProperty) – The angles to rotate the markers. (default 0.0)
	angle_units (angle_units – Enum(‘deg’, ‘rad’)) : (default ‘rad’) fill_alpha (DataSpecProperty) – The fill alpha values for the markers. (default 1.0) fill_color (DataSpecProperty) – The fill color values for the markers. (default ‘gray’) line_alpha (DataSpecProperty) – The line alpha values for the markers. (default 1.0) line_cap (BasicProperty) – The line cap values for the markers. (default ‘butt’) line_color (DataSpecProperty) – The line color values for the markers. (default ‘black’) line_dash (BasicProperty) – The line dash values for the markers. (default []) line_dash_offset (BasicProperty) – The line dash offset values for the markers. (default 0) line_join (BasicProperty) – The line join values for the markers. (default ‘miter’) line_width (DataSpecProperty) – The line width values for the markers. (default 1) name (name – String) : (default None) tags (tags – List(Any)) : (default []) visible (BasicProperty) – 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

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(*args, **kwargs)¶

Configure and add Ellipse glyphs to this Figure.

Keyword Arguments:
Parameters:	x (DataSpecProperty) – The x-coordinates of the centers of the ellipses. (default None) y (DataSpecProperty) – The y-coordinates of the centers of the ellipses. (default None) width (UnitsSpecProperty) – The widths of each ellipse. (default None) height (UnitsSpecProperty) – The heights of each ellipse. (default None) angle (UnitsSpecProperty) – The angle the ellipses are rotated from horizontal. [rad] (default 0.0)
	angle_units (angle_units – Enum(‘deg’, ‘rad’)) : (default ‘rad’) fill_alpha (DataSpecProperty) – The fill alpha values for the ovals. (default 1.0) fill_color (DataSpecProperty) – The fill color values for the ovals. (default ‘gray’) height_units (height_units – Enum(‘screen’, ‘data’)) : (default ‘data’) line_alpha (DataSpecProperty) – The line alpha values for the ovals. (default 1.0) line_cap (BasicProperty) – The line cap values for the ovals. (default ‘butt’) line_color (DataSpecProperty) – The line color values for the ovals. (default ‘black’) line_dash (BasicProperty) – The line dash values for the ovals. (default []) line_dash_offset (BasicProperty) – The line dash offset values for the ovals. (default 0) line_join (BasicProperty) – The line join values for the ovals. (default ‘miter’) line_width (DataSpecProperty) – The line width values for the ovals. (default 1) name (name – String) : (default None) tags (tags – List(Any)) : (default []) visible (BasicProperty) – Whether the glyph should render or not. (default True) width_units (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

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(*args, **kwargs)¶

Configure and add HBar glyphs to this Figure.

Keyword Arguments:
Parameters:	y (DataSpecProperty) – The y-coordinates of the centers of the horizontal bars. (default None) height (DataSpecProperty) – The heights of the vertical bars. (default None) left (DataSpecProperty) – The x-coordinates of the left edges. (default 0) right (DataSpecProperty) – The x-coordinates of the right edges. (default None)
	fill_alpha (DataSpecProperty) – The fill alpha values for the horizontal bars. (default 1.0) fill_color (DataSpecProperty) – The fill color values for the horizontal bars. (default ‘gray’) line_alpha (DataSpecProperty) – The line alpha values for the horizontal bars. (default 1.0) line_cap (BasicProperty) – The line cap values for the horizontal bars. (default ‘butt’) line_color (DataSpecProperty) – The line color values for the horizontal bars. (default ‘black’) line_dash (BasicProperty) – The line dash values for the horizontal bars. (default []) line_dash_offset (BasicProperty) – The line dash offset values for the horizontal bars. (default 0) line_join (BasicProperty) – The line join values for the horizontal bars. (default ‘miter’) line_width (DataSpecProperty) – The line width values for the horizontal bars. (default 1) name (name – String) : (default None) tags (tags – List(Any)) : (default []) visible (BasicProperty) – 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

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(*args, **kwargs)¶

Configure and add Image glyphs to this Figure.

Keyword Arguments:
Parameters:	image (DataSpecProperty) – The arrays of scalar data for the images to be colormapped. (default None) x (DataSpecProperty) – The x-coordinates to locate the image anchors. (default None) y (DataSpecProperty) – The y-coordinates to locate the image anchors. (default None) dw (UnitsSpecProperty) – The widths of the plot regions that the images will occupy. (default None) dh (UnitsSpecProperty) – The height of the plot region that the image will occupy. (default None) dilate (BasicProperty) – Whether to always round fractional pixel locations in such a way as to make the images bigger. (default False)
	color_mapper (BasicProperty) – A `ColorMapper` to use to map the scalar data from `image` into RGBA values for display. (default None) dh_units (dh_units – Enum(‘screen’, ‘data’)) : (default ‘data’) dw_units (dw_units – Enum(‘screen’, ‘data’)) : (default ‘data’) name (name – String) : (default None) tags (tags – List(Any)) : (default []) visible (BasicProperty) – 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

Returns:	GlyphRenderer

image_rgba(*args, **kwargs)¶

Configure and add ImageRGBA glyphs to this Figure.

Keyword Arguments:
Parameters:	image (DataSpecProperty) – The arrays of RGBA data for the images. (default None) x (DataSpecProperty) – The x-coordinates to locate the image anchors. (default None) y (DataSpecProperty) – The y-coordinates to locate the image anchors. (default None) dw (UnitsSpecProperty) – The widths of the plot regions that the images will occupy. (default None) dh (UnitsSpecProperty) – The height of the plot region that the image will occupy. (default None) dilate (BasicProperty) – Whether to always round fractional pixel locations in such a way as to make the images bigger. (default False)
	cols (DataSpecProperty) – The numbers of columns in the images (default None) dh_units (dh_units – Enum(‘screen’, ‘data’)) : (default ‘data’) dw_units (dw_units – Enum(‘screen’, ‘data’)) : (default ‘data’) name (name – String) : (default None) rows (DataSpecProperty) – The numbers of rows in the images (default None) tags (tags – List(Any)) : (default []) visible (BasicProperty) – 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

Returns:	GlyphRenderer

Note

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

image_url(*args, **kwargs)¶

Configure and add ImageURL glyphs to this Figure.

Keyword Arguments:
Parameters:	url (DataSpecProperty) – The URLs to retrieve images from. (default None) x (DataSpecProperty) – The x-coordinates to locate the image anchors. (default None) y (DataSpecProperty) – The y-coordinates to locate the image anchors. (default None) w (UnitsSpecProperty) – The widths of the plot regions that the images will occupy. (default None) h (UnitsSpecProperty) – The height of the plot region that the image will occupy. (default None) angle (UnitsSpecProperty) – The angles to rotate the images, as measured from the horizontal. (default 0) global_alpha (BasicProperty) – An overall opacity that each image is rendered with (in addition to any inherent alpha values in the image itself). (default 1.0) dilate (BasicProperty) – Whether to always round fractional pixel locations in such a way as to make the images bigger. (default False)
	anchor (BasicProperty) – What position of the image should be anchored at the x, y coordinates. (default ‘top_left’) angle_units (angle_units – Enum(‘deg’, ‘rad’)) : (default ‘rad’) h_units (h_units – Enum(‘screen’, ‘data’)) : (default ‘data’) name (name – String) : (default None) retry_attempts (BasicProperty) – Number of attempts to retry loading the images from the specified URL. Default is zero. (default 0) retry_timeout (BasicProperty) – Timeout (in ms) between retry attempts to load the image from the specified URL. Default is zero ms. (default 0) tags (tags – List(Any)) : (default []) visible (BasicProperty) – Whether the glyph should render or not. (default True) w_units (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

Returns:	GlyphRenderer

inverted_triangle(*args, **kwargs)¶

Configure and add InvertedTriangle glyphs to this Figure.

Keyword Arguments:
Parameters:	x (DataSpecProperty) – The x-axis coordinates for the center of the markers. (default None) y (DataSpecProperty) – The y-axis coordinates for the center of the markers. (default None) size (DataSpecProperty) – The size (diameter) values for the markers in screen space units. (default 4) angle (UnitsSpecProperty) – The angles to rotate the markers. (default 0.0)
	angle_units (angle_units – Enum(‘deg’, ‘rad’)) : (default ‘rad’) fill_alpha (DataSpecProperty) – The fill alpha values for the markers. (default 1.0) fill_color (DataSpecProperty) – The fill color values for the markers. (default ‘gray’) line_alpha (DataSpecProperty) – The line alpha values for the markers. (default 1.0) line_cap (BasicProperty) – The line cap values for the markers. (default ‘butt’) line_color (DataSpecProperty) – The line color values for the markers. (default ‘black’) line_dash (BasicProperty) – The line dash values for the markers. (default []) line_dash_offset (BasicProperty) – The line dash offset values for the markers. (default 0) line_join (BasicProperty) – The line join values for the markers. (default ‘miter’) line_width (DataSpecProperty) – The line width values for the markers. (default 1) name (name – String) : (default None) tags (tags – List(Any)) : (default []) visible (BasicProperty) – 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

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(*args, **kwargs)¶

Configure and add Line glyphs to this Figure.

Keyword Arguments:
Parameters:	x (DataSpecProperty) – The x-coordinates for the points of the line. (default None) y (DataSpecProperty) – The y-coordinates for the points of the line. (default None)
	line_alpha (DataSpecProperty) – The line alpha values for the line. (default 1.0) line_cap (BasicProperty) – The line cap values for the line. (default ‘butt’) line_color (DataSpecProperty) – The line color values for the line. (default ‘black’) line_dash (BasicProperty) – The line dash values for the line. (default []) line_dash_offset (BasicProperty) – The line dash offset values for the line. (default 0) line_join (BasicProperty) – The line join values for the line. (default ‘miter’) line_width (DataSpecProperty) – The line width values for the line. (default 1) name (name – String) : (default None) tags (tags – List(Any)) : (default []) visible (BasicProperty) – 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

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(*args, **kwargs)¶

Configure and add MultiLine glyphs to this Figure.

Keyword Arguments:
Parameters:	xs (DataSpecProperty) – The x-coordinates for all the lines, given as a “list of lists”. (default None) ys (DataSpecProperty) – The x-coordinates for all the lines, given as a “list of lists”. (default None)
	line_alpha (DataSpecProperty) – The line alpha values for the lines. (default 1.0) line_cap (BasicProperty) – The line cap values for the lines. (default ‘butt’) line_color (DataSpecProperty) – The line color values for the lines. (default ‘black’) line_dash (BasicProperty) – The line dash values for the lines. (default []) line_dash_offset (BasicProperty) – The line dash offset values for the lines. (default 0) line_join (BasicProperty) – The line join values for the lines. (default ‘miter’) line_width (DataSpecProperty) – The line width values for the lines. (default 1) name (name – String) : (default None) tags (tags – List(Any)) : (default []) visible (BasicProperty) – 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

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(*args, **kwargs)¶

Configure and add Oval glyphs to this Figure.

Keyword Arguments:
Parameters:	x (DataSpecProperty) – The x-coordinates of the centers of the ovals. (default None) y (DataSpecProperty) – The y-coordinates of the centers of the ovals. (default None) width (UnitsSpecProperty) – The overall widths of each oval. (default None) height (UnitsSpecProperty) – The overall height of each oval. (default None) angle (UnitsSpecProperty) – The angle the ovals are rotated from horizontal. [rad] (default 0.0)
	angle_units (angle_units – Enum(‘deg’, ‘rad’)) : (default ‘rad’) fill_alpha (DataSpecProperty) – The fill alpha values for the ovals. (default 1.0) fill_color (DataSpecProperty) – The fill color values for the ovals. (default ‘gray’) height_units (height_units – Enum(‘screen’, ‘data’)) : (default ‘data’) line_alpha (DataSpecProperty) – The line alpha values for the ovals. (default 1.0) line_cap (BasicProperty) – The line cap values for the ovals. (default ‘butt’) line_color (DataSpecProperty) – The line color values for the ovals. (default ‘black’) line_dash (BasicProperty) – The line dash values for the ovals. (default []) line_dash_offset (BasicProperty) – The line dash offset values for the ovals. (default 0) line_join (BasicProperty) – The line join values for the ovals. (default ‘miter’) line_width (DataSpecProperty) – The line width values for the ovals. (default 1) name (name – String) : (default None) tags (tags – List(Any)) : (default []) visible (BasicProperty) – Whether the glyph should render or not. (default True) width_units (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

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(*args, **kwargs)¶

Configure and add Patch glyphs to this Figure.

Keyword Arguments:
Parameters:	x (DataSpecProperty) – The x-coordinates for the points of the patch. (default None) y (DataSpecProperty) – The y-coordinates for the points of the patch. (default None)
	fill_alpha (DataSpecProperty) – The fill alpha values for the patch. (default 1.0) fill_color (DataSpecProperty) – The fill color values for the patch. (default ‘gray’) line_alpha (DataSpecProperty) – The line alpha values for the patch. (default 1.0) line_cap (BasicProperty) – The line cap values for the patch. (default ‘butt’) line_color (DataSpecProperty) – The line color values for the patch. (default ‘black’) line_dash (BasicProperty) – The line dash values for the patch. (default []) line_dash_offset (BasicProperty) – The line dash offset values for the patch. (default 0) line_join (BasicProperty) – The line join values for the patch. (default ‘miter’) line_width (DataSpecProperty) – The line width values for the patch. (default 1) name (name – String) : (default None) tags (tags – List(Any)) : (default []) visible (BasicProperty) – 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

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(*args, **kwargs)¶

Configure and add Patches glyphs to this Figure.

Keyword Arguments:
Parameters:	xs (DataSpecProperty) – The x-coordinates for all the patches, given as a “list of lists”. (default None) ys (DataSpecProperty) – The y-coordinates for all the patches, given as a “list of lists”. (default None)
	fill_alpha (DataSpecProperty) – The fill alpha values for the patches. (default 1.0) fill_color (DataSpecProperty) – The fill color values for the patches. (default ‘gray’) line_alpha (DataSpecProperty) – The line alpha values for the patches. (default 1.0) line_cap (BasicProperty) – The line cap values for the patches. (default ‘butt’) line_color (DataSpecProperty) – The line color values for the patches. (default ‘black’) line_dash (BasicProperty) – The line dash values for the patches. (default []) line_dash_offset (BasicProperty) – The line dash offset values for the patches. (default 0) line_join (BasicProperty) – The line join values for the patches. (default ‘miter’) line_width (DataSpecProperty) – The line width values for the patches. (default 1) name (name – String) : (default None) tags (tags – List(Any)) : (default []) visible (BasicProperty) – 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

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(*args, **kwargs)¶

Configure and add Quad glyphs to this Figure.

Keyword Arguments:
Parameters:	left (DataSpecProperty) – The x-coordinates of the left edges. (default None) right (DataSpecProperty) – The x-coordinates of the right edges. (default None) top (DataSpecProperty) – The y-coordinates of the top edges. (default None) bottom (DataSpecProperty) – The y-coordinates of the bottom edges. (default None)
	fill_alpha (DataSpecProperty) – The fill alpha values for the quads. (default 1.0) fill_color (DataSpecProperty) – The fill color values for the quads. (default ‘gray’) line_alpha (DataSpecProperty) – The line alpha values for the quads. (default 1.0) line_cap (BasicProperty) – The line cap values for the quads. (default ‘butt’) line_color (DataSpecProperty) – The line color values for the quads. (default ‘black’) line_dash (BasicProperty) – The line dash values for the quads. (default []) line_dash_offset (BasicProperty) – The line dash offset values for the quads. (default 0) line_join (BasicProperty) – The line join values for the quads. (default ‘miter’) line_width (DataSpecProperty) – The line width values for the quads. (default 1) name (name – String) : (default None) tags (tags – List(Any)) : (default []) visible (BasicProperty) – 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

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(*args, **kwargs)¶

Configure and add Quadratic glyphs to this Figure.

Keyword Arguments:
Parameters:	x0 (DataSpecProperty) – The x-coordinates of the starting points. (default None) y0 (DataSpecProperty) – The y-coordinates of the starting points. (default None) x1 (DataSpecProperty) – The x-coordinates of the ending points. (default None) y1 (DataSpecProperty) – The y-coordinates of the ending points. (default None) cx (DataSpecProperty) – The x-coordinates of the control points. (default None) cy (DataSpecProperty) – The y-coordinates of the control points. (default None)
	line_alpha (DataSpecProperty) – The line alpha values for the parabolas. (default 1.0) line_cap (BasicProperty) – The line cap values for the parabolas. (default ‘butt’) line_color (DataSpecProperty) – The line color values for the parabolas. (default ‘black’) line_dash (BasicProperty) – The line dash values for the parabolas. (default []) line_dash_offset (BasicProperty) – The line dash offset values for the parabolas. (default 0) line_join (BasicProperty) – The line join values for the parabolas. (default ‘miter’) line_width (DataSpecProperty) – The line width values for the parabolas. (default 1) name (name – String) : (default None) tags (tags – List(Any)) : (default []) visible (BasicProperty) – 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

Returns:	GlyphRenderer

ray(*args, **kwargs)¶

Configure and add Ray glyphs to this Figure.

Keyword Arguments:
Parameters:	x (DataSpecProperty) – The x-coordinates to start the rays. (default None) y (DataSpecProperty) – The y-coordinates to start the rays. (default None) length (UnitsSpecProperty) – The length to extend the ray. Note that this `length` defaults to screen units. (default None) angle (UnitsSpecProperty) – The angles in radians to extend the rays, as measured from the horizontal. (default None)
	angle_units (angle_units – Enum(‘deg’, ‘rad’)) : (default ‘rad’) length_units (length_units – Enum(‘screen’, ‘data’)) : (default ‘data’) line_alpha (DataSpecProperty) – The line alpha values for the rays. (default 1.0) line_cap (BasicProperty) – The line cap values for the rays. (default ‘butt’) line_color (DataSpecProperty) – The line color values for the rays. (default ‘black’) line_dash (BasicProperty) – The line dash values for the rays. (default []) line_dash_offset (BasicProperty) – The line dash offset values for the rays. (default 0) line_join (BasicProperty) – The line join values for the rays. (default ‘miter’) line_width (DataSpecProperty) – The line width values for the rays. (default 1) name (name – String) : (default None) tags (tags – List(Any)) : (default []) visible (BasicProperty) – 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

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(*args, **kwargs)¶

Configure and add Rect glyphs to this Figure.

Keyword Arguments:
Parameters:	x (DataSpecProperty) – The x-coordinates of the centers of the rectangles. (default None) y (DataSpecProperty) – The y-coordinates of the centers of the rectangles. (default None) width (UnitsSpecProperty) – The overall widths of the rectangles. (default None) height (UnitsSpecProperty) – The overall heights of the rectangles. (default None) angle (UnitsSpecProperty) – The angles to rotate the rectangles, as measured from the horizontal. (default 0.0) dilate (BasicProperty) – Whether to always round fractional pixel locations in such a way as to make the rectangles bigger. (default False)
	angle_units (angle_units – Enum(‘deg’, ‘rad’)) : (default ‘rad’) fill_alpha (DataSpecProperty) – The fill alpha values for the rectangles. (default 1.0) fill_color (DataSpecProperty) – The fill color values for the rectangles. (default ‘gray’) height_units (height_units – Enum(‘screen’, ‘data’)) : (default ‘data’) line_alpha (DataSpecProperty) – The line alpha values for the rectangles. (default 1.0) line_cap (BasicProperty) – The line cap values for the rectangles. (default ‘butt’) line_color (DataSpecProperty) – The line color values for the rectangles. (default ‘black’) line_dash (BasicProperty) – The line dash values for the rectangles. (default []) line_dash_offset (BasicProperty) – The line dash offset values for the rectangles. (default 0) line_join (BasicProperty) – The line join values for the rectangles. (default ‘miter’) line_width (DataSpecProperty) – The line width values for the rectangles. (default 1) name (name – String) : (default None) tags (tags – List(Any)) : (default []) visible (BasicProperty) – Whether the glyph should render or not. (default True) width_units (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

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)¶

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. 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(*args, **kwargs)¶

Configure and add Segment glyphs to this Figure.

Keyword Arguments:
Parameters:	x0 (DataSpecProperty) – The x-coordinates of the starting points. (default None) y0 (DataSpecProperty) – The y-coordinates of the starting points. (default None) x1 (DataSpecProperty) – The x-coordinates of the ending points. (default None) y1 (DataSpecProperty) – The y-coordinates of the ending points. (default None)
	line_alpha (DataSpecProperty) – The line alpha values for the segments. (default 1.0) line_cap (BasicProperty) – The line cap values for the segments. (default ‘butt’) line_color (DataSpecProperty) – The line color values for the segments. (default ‘black’) line_dash (BasicProperty) – The line dash values for the segments. (default []) line_dash_offset (BasicProperty) – The line dash offset values for the segments. (default 0) line_join (BasicProperty) – The line join values for the segments. (default ‘miter’) line_width (DataSpecProperty) – The line width values for the segments. (default 1) name (name – String) : (default None) tags (tags – List(Any)) : (default []) visible (BasicProperty) – 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

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(*args, **kwargs)¶

Configure and add Square glyphs to this Figure.

Keyword Arguments:
Parameters:	x (DataSpecProperty) – The x-axis coordinates for the center of the markers. (default None) y (DataSpecProperty) – The y-axis coordinates for the center of the markers. (default None) size (DataSpecProperty) – The size (diameter) values for the markers in screen space units. (default 4) angle (UnitsSpecProperty) – The angles to rotate the markers. (default 0.0)
	angle_units (angle_units – Enum(‘deg’, ‘rad’)) : (default ‘rad’) fill_alpha (DataSpecProperty) – The fill alpha values for the markers. (default 1.0) fill_color (DataSpecProperty) – The fill color values for the markers. (default ‘gray’) line_alpha (DataSpecProperty) – The line alpha values for the markers. (default 1.0) line_cap (BasicProperty) – The line cap values for the markers. (default ‘butt’) line_color (DataSpecProperty) – The line color values for the markers. (default ‘black’) line_dash (BasicProperty) – The line dash values for the markers. (default []) line_dash_offset (BasicProperty) – The line dash offset values for the markers. (default 0) line_join (BasicProperty) – The line join values for the markers. (default ‘miter’) line_width (DataSpecProperty) – The line width values for the markers. (default 1) name (name – String) : (default None) tags (tags – List(Any)) : (default []) visible (BasicProperty) – 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

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(*args, **kwargs)¶

Configure and add SquareCross glyphs to this Figure.

Keyword Arguments:
Parameters:	x (DataSpecProperty) – The x-axis coordinates for the center of the markers. (default None) y (DataSpecProperty) – The y-axis coordinates for the center of the markers. (default None) size (DataSpecProperty) – The size (diameter) values for the markers in screen space units. (default 4) angle (UnitsSpecProperty) – The angles to rotate the markers. (default 0.0)
	angle_units (angle_units – Enum(‘deg’, ‘rad’)) : (default ‘rad’) fill_alpha (DataSpecProperty) – The fill alpha values for the markers. (default 1.0) fill_color (DataSpecProperty) – The fill color values for the markers. (default ‘gray’) line_alpha (DataSpecProperty) – The line alpha values for the markers. (default 1.0) line_cap (BasicProperty) – The line cap values for the markers. (default ‘butt’) line_color (DataSpecProperty) – The line color values for the markers. (default ‘black’) line_dash (BasicProperty) – The line dash values for the markers. (default []) line_dash_offset (BasicProperty) – The line dash offset values for the markers. (default 0) line_join (BasicProperty) – The line join values for the markers. (default ‘miter’) line_width (DataSpecProperty) – The line width values for the markers. (default 1) name (name – String) : (default None) tags (tags – List(Any)) : (default []) visible (BasicProperty) – 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

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(*args, **kwargs)¶

Configure and add SquareX glyphs to this Figure.

Keyword Arguments:
Parameters:	x (DataSpecProperty) – The x-axis coordinates for the center of the markers. (default None) y (DataSpecProperty) – The y-axis coordinates for the center of the markers. (default None) size (DataSpecProperty) – The size (diameter) values for the markers in screen space units. (default 4) angle (UnitsSpecProperty) – The angles to rotate the markers. (default 0.0)
	angle_units (angle_units – Enum(‘deg’, ‘rad’)) : (default ‘rad’) fill_alpha (DataSpecProperty) – The fill alpha values for the markers. (default 1.0) fill_color (DataSpecProperty) – The fill color values for the markers. (default ‘gray’) line_alpha (DataSpecProperty) – The line alpha values for the markers. (default 1.0) line_cap (BasicProperty) – The line cap values for the markers. (default ‘butt’) line_color (DataSpecProperty) – The line color values for the markers. (default ‘black’) line_dash (BasicProperty) – The line dash values for the markers. (default []) line_dash_offset (BasicProperty) – The line dash offset values for the markers. (default 0) line_join (BasicProperty) – The line join values for the markers. (default ‘miter’) line_width (DataSpecProperty) – The line width values for the markers. (default 1) name (name – String) : (default None) tags (tags – List(Any)) : (default []) visible (BasicProperty) – 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

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(*args, **kwargs)¶

Configure and add Text glyphs to this Figure.

Keyword Arguments:
Parameters:	x (DataSpecProperty) – The x-coordinates to locate the text anchors. (default None) y (DataSpecProperty) – The y-coordinates to locate the text anchors. (default None) text (DataSpecProperty) – The text values to render. (default ‘text’) angle (UnitsSpecProperty) – The angles to rotate the text, as measured from the horizontal. (default 0) x_offset (DataSpecProperty) – Offset values to apply to the x-coordinates. (default 0) y_offset (DataSpecProperty) – Offset values to apply to the y-coordinates. (default 0)
	angle_units (angle_units – Enum(‘deg’, ‘rad’)) : (default ‘rad’) name (name – String) : (default None) tags (tags – List(Any)) : (default []) text_align (BasicProperty) – The text align values for the text. (default ‘left’) text_alpha (DataSpecProperty) – The text alpha values for the text. (default 1.0) text_baseline (BasicProperty) – The text baseline values for the text. (default ‘bottom’) text_color (DataSpecProperty) – The text color values for the text. (default ‘#444444’) text_font (BasicProperty) – The text font values for the text. (default ‘helvetica’) text_font_size (DataSpecProperty) – The text font size values for the text. (default {‘value’: ‘12pt’}) text_font_style (BasicProperty) – The text font style values for the text. (default ‘normal’) visible (BasicProperty) – 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

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(*args, **kwargs)¶

Configure and add Triangle glyphs to this Figure.

Keyword Arguments:
Parameters:	x (DataSpecProperty) – The x-axis coordinates for the center of the markers. (default None) y (DataSpecProperty) – The y-axis coordinates for the center of the markers. (default None) size (DataSpecProperty) – The size (diameter) values for the markers in screen space units. (default 4) angle (UnitsSpecProperty) – The angles to rotate the markers. (default 0.0)
	angle_units (angle_units – Enum(‘deg’, ‘rad’)) : (default ‘rad’) fill_alpha (DataSpecProperty) – The fill alpha values for the markers. (default 1.0) fill_color (DataSpecProperty) – The fill color values for the markers. (default ‘gray’) line_alpha (DataSpecProperty) – The line alpha values for the markers. (default 1.0) line_cap (BasicProperty) – The line cap values for the markers. (default ‘butt’) line_color (DataSpecProperty) – The line color values for the markers. (default ‘black’) line_dash (BasicProperty) – The line dash values for the markers. (default []) line_dash_offset (BasicProperty) – The line dash offset values for the markers. (default 0) line_join (BasicProperty) – The line join values for the markers. (default ‘miter’) line_width (DataSpecProperty) – The line width values for the markers. (default 1) name (name – String) : (default None) tags (tags – List(Any)) : (default []) visible (BasicProperty) – 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

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(*args, **kwargs)¶

Configure and add VBar glyphs to this Figure.

Keyword Arguments:
Parameters:	x (DataSpecProperty) – The x-coordinates of the centers of the vertical bars. (default None) width (DataSpecProperty) – The widths of the vertical bars. (default None) top (DataSpecProperty) – The y-coordinates of the top edges. (default None) bottom (DataSpecProperty) – The y-coordinates of the bottom edges. (default 0)
	fill_alpha (DataSpecProperty) – The fill alpha values for the vertical bars. (default 1.0) fill_color (DataSpecProperty) – The fill color values for the vertical bars. (default ‘gray’) line_alpha (DataSpecProperty) – The line alpha values for the vertical bars. (default 1.0) line_cap (BasicProperty) – The line cap values for the vertical bars. (default ‘butt’) line_color (DataSpecProperty) – The line color values for the vertical bars. (default ‘black’) line_dash (BasicProperty) – The line dash values for the vertical bars. (default []) line_dash_offset (BasicProperty) – The line dash offset values for the vertical bars. (default 0) line_join (BasicProperty) – The line join values for the vertical bars. (default ‘miter’) line_width (DataSpecProperty) – The line width values for the vertical bars. (default 1) name (name – String) : (default None) tags (tags – List(Any)) : (default []) visible (BasicProperty) – 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

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(*args, **kwargs)¶

Configure and add Wedge glyphs to this Figure.

Keyword Arguments:
Parameters:	x (DataSpecProperty) – The x-coordinates of the points of the wedges. (default None) y (DataSpecProperty) – The y-coordinates of the points of the wedges. (default None) radius (UnitsSpecProperty) – Radii of the wedges. (default None) start_angle (UnitsSpecProperty) – The angles to start the wedges, as measured from the horizontal. (default None) end_angle (UnitsSpecProperty) – The angles to end the wedges, as measured from the horizontal. (default None) direction (BasicProperty) – Which direction to stroke between the start and end angles. (default ‘anticlock’)
	end_angle_units (end_angle_units – Enum(‘deg’, ‘rad’)) : (default ‘rad’) fill_alpha (DataSpecProperty) – The fill alpha values for the wedges. (default 1.0) fill_color (DataSpecProperty) – The fill color values for the wedges. (default ‘gray’) line_alpha (DataSpecProperty) – The line alpha values for the wedges. (default 1.0) line_cap (BasicProperty) – The line cap values for the wedges. (default ‘butt’) line_color (DataSpecProperty) – The line color values for the wedges. (default ‘black’) line_dash (BasicProperty) – The line dash values for the wedges. (default []) line_dash_offset (BasicProperty) – The line dash offset values for the wedges. (default 0) line_join (BasicProperty) – The line join values for the wedges. (default ‘miter’) line_width (DataSpecProperty) – The line width values for the wedges. (default 1) name (name – String) : (default None) radius_units (radius_units – Enum(‘screen’, ‘data’)) : (default ‘data’) start_angle_units (start_angle_units – Enum(‘deg’, ‘rad’)) : (default ‘rad’) tags (tags – List(Any)) : (default []) visible (BasicProperty) – 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

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(*args, **kwargs)¶

Configure and add X glyphs to this Figure.

Keyword Arguments:
Parameters:	x (DataSpecProperty) – The x-axis coordinates for the center of the markers. (default None) y (DataSpecProperty) – The y-axis coordinates for the center of the markers. (default None) size (DataSpecProperty) – The size (diameter) values for the markers in screen space units. (default 4) angle (UnitsSpecProperty) – The angles to rotate the markers. (default 0.0)
	angle_units (angle_units – Enum(‘deg’, ‘rad’)) : (default ‘rad’) fill_alpha (DataSpecProperty) – The fill alpha values for the markers. (default 1.0) fill_color (DataSpecProperty) – The fill color values for the markers. (default ‘gray’) line_alpha (DataSpecProperty) – The line alpha values for the markers. (default 1.0) line_cap (BasicProperty) – The line cap values for the markers. (default ‘butt’) line_color (DataSpecProperty) – The line color values for the markers. (default ‘black’) line_dash (BasicProperty) – The line dash values for the markers. (default []) line_dash_offset (BasicProperty) – The line dash offset values for the markers. (default 0) line_join (BasicProperty) – The line join values for the markers. (default ‘miter’) line_width (DataSpecProperty) – The line width values for the markers. (default 1) name (name – String) : (default None) tags (tags – List(Any)) : (default []) visible (BasicProperty) – 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

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)