B Y@sfdZddlmZddlmZmZddlmZddlm Z m Z ddl m Z d dd Z Gd d d eZdS) zThis is the Bokeh charts interface. It gives you a high level API to build complex plot is a simple way. This is the Scatter class which lets you build your Scatter charts just passing the arguments to the Chart class and calling the proper functions. )absolute_import)create_and_build XYBuilder) PointGlyph) MarkerAttr ColorAttr)add_tooltips_columnsNcKs||d<||d<tt|f|S)a, Create a scatter chart using :class:`ScatterBuilder ` to render the geometry from values. Args: data (:ref:`userguide_charts_data_types`): table-like data x (str or list(str), optional): the column label to use for the x dimension y (str or list(str), optional): the column label to use for the y dimension In addition to the parameters specific to this chart, :ref:`userguide_charts_defaults` are also accepted as keyword parameters. Returns: :class:`Chart`: includes glyph renderers that generate the scatter points Examples: .. bokeh-plot:: :source-position: above from bokeh.sampledata.autompg import autompg as df from bkcharts import Scatter, output_file, show scatter = Scatter(df, x='mpg', y='hp', color='cyl', marker='origin', title="Auto MPG", xlabel="Miles Per Gallon", ylabel="Horsepower") output_file('scatter.html') show(scatter) xy)rScatterBuilder)datar r Zkwsr @lib/python3.7/site-packages/bkcharts/builders/scatter_builder.pyScatter src@s&eZdZdZeedZddZdS)r aThis is the Scatter class and it is in charge of plotting Scatter charts in an easy and intuitive way. Essentially, we provide a way to ingest the data, make the proper calculations and push the references into a source object. We additionally make calculations for the ranges. And finally add the needed glyphs (markers) taking the references from the source. )colormarkerc csx|jjf|jD]p}t|j||jj||jj|d|d|dd}| ||x(|j D]}|j rxt ||j |}|Vq`WqWdS)zUse the marker glyphs to display the points. Takes reference points from data loaded at the ColumnDataSource. rr)labelr r Z line_colorZ fill_colorrN) _datagroupbyZ attributesrrZ get_valuesr Z selectionr Z add_glyphZ renderersZtooltipsr)selfgroupZglyphZrendererr r ryield_renderersRs     zScatterBuilder.yield_renderersN)__name__ __module__ __qualname____doc__rrZdefault_attributesrr r r rr Ds  r )NNN)rZ __future__rZbkcharts.builderrrZbkcharts.glyphsrZbkcharts.attributesrrZbkcharts.utilsrrr r r r rs    $