fiftyone.core.plots.views.NumericalHistogram

class documentation

class NumericalHistogram(PlotlyViewPlot): (source)

A histogram of a numerical field.

Parameters
field_or_expr	a field name, `embedded.field.name`, `fiftyone.core.expressions.ViewExpression`, or MongoDB expression defining the field or expression to plot
expr	an optional `fiftyone.core.expressions.ViewExpression` or MongoDB expression to apply to `field_or_expr` (which must be a field) before plotting
bins	can be either an integer number of bins to generate or a monotonically increasing sequence specifying the bin edges to use. By default, 10 bins are created. If `bins` is an integer and no `range` is specified, bin edges are automatically computed from the bounds of the field
range	a `(lower, upper)` tuple specifying a range in which to generate equal-width bins. Only applicable when `bins` is an integer or `None`
xlabel	an optional x-label for the plot
log	whether to use a log scale y-axis
color	a color for the bars. Can be any color supported by `plotly:plotly.graph_objects.bar.Marker.color`
opacity	an optional opacity for the bars in `[0, 1]`
init_view	an optional initial `fiftyone.core.collections.SampleCollection` to load
**kwargs	optional parameters for `plotly:plotly.graph_objects.Figure.update_layout`

Method	`__init__`	Undocumented
Instance Variable	`bins`	Undocumented
Instance Variable	`color`	Undocumented
Instance Variable	`expr`	Undocumented
Instance Variable	`field_or_expr`	Undocumented
Instance Variable	`layout`	Undocumented
Instance Variable	`log`	Undocumented
Instance Variable	`opacity`	Undocumented
Instance Variable	`range`	Undocumented
Instance Variable	`xlabel`	Undocumented
Method	`_get_aggregations`	Gets the `fiftyone.core.aggregations.Aggregation` instances that can compute the necessary data to serve this plot.
Method	`_get_trace_updates`	Undocumented
Method	`_make_histogram`	Undocumented
Method	`_make_widget`	Undocumented
Method	`_reopen`	Undocumented
Instance Variable	`_aggregations`	Undocumented
Instance Variable	`_figure`	Undocumented
Instance Variable	`_traces`	Undocumented
Instance Variable	`_widget`	Undocumented

Inherited from PlotlyViewPlot:

Method	`show`	Shows this plot.
Method	`_update_view`	Undocumented

Method	`save`	Saves the plot as an image or HTML.
Method	`_freeze`	Undocumented
Method	`_screenshot`	Undocumented
Method	`_show`	Undocumented
Method	`_update_layout`	Undocumented
Instance Variable	`_handle`	Undocumented

Method	`reset`	Resets the plot to its default state.
Method	`update_view`	Updates the plot based on the provided view.
Property	`supports_session_updates`	Whether this plot supports automatic updates in response to session changes.

Method	`connect`	Connects this plot, if necessary.
Method	`disconnect`	Disconnects the plot, if necessary.
Method	`freeze`	Freezes the plot, replacing it with a static image.
Property	`is_connected`	Whether this plot is currently connected.
Property	`is_disconnected`	Whether this plot is currently disconnected.
Property	`is_frozen`	Whether this plot is currently frozen.
Property	`link_type`	The link type between this plot and a connected session.
Method	`_connect`	Undocumented
Method	`_disconnect`	Undocumented
Instance Variable	`_connected`	Undocumented
Instance Variable	`_disconnected`	Undocumented
Instance Variable	`_frozen`	Undocumented
Instance Variable	`_link_type`	Undocumented

Method _repr_pretty_ Undocumented

def __init__(self, field_or_expr, expr=None, bins=None, range=None, xlabel=None, log=None, color=None, opacity=None, init_view=None, **kwargs): (source) ¶

overrides fiftyone.core.plots.views.PlotlyViewPlot.__init__

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