engforge.attr_plotting.Plot

class Plot(name, default, validator, repr, cmp, hash, init, inherited, metadata=None, type=None, converter=None, kw_only=False, eq=None, eq_key=None, order=None, order_key=None, on_setattr=None, alias=None)

Bases: PlotBase

Plot is a conveinence method

Methods

class_validate	validates onetime A method to validate the kwargs passed to the define method
collect_attr_inst	collects all the attribute instances for a system
collect_cls	collects all the attributes for a system
configure_for_system	add the config class, and perform checks with `class_validate) :returns: [optional] a dictionary of options to be used in the make_attribute method
configure_instance	validates the instance given attr's init routine
create_instance	Create an instance of the instance_class
define	Defines a plot that will be rendered in seaborn, with validation happening as much as possible in the define method
define_validate	A method to validate the kwargs passed to the define method
evolve	Copy self and apply changes.
from_counting_attr
handle_instance	no interacion with system, reporing only
make_attribute	makes an attrs.Attribute for the class
make_factory
plot_extra
plot_vars	gathers seaborn plot vars that will scope from system.dataframe
process_combos
subclasses	return all subclasses of components, including their subclasses :type out: :param out: out is to pass when the middle of a recursive operation, do not use it!
unpack_atrs
validate_plot_args	Checks system.system_references that cls.plot_vars exists

Attributes

name
default
validator
repr
eq
eq_key
order
order_key
hash
init
metadata
type
converter
kw_only
inherited
on_setattr
alias
attr_prefix
cls_vars
default_options
none_ok
std_fields
template_class
title
type_var_options
types
kind
x
y
hue
col
row
plot_func
plot_args
config_cls
active
combos

classmethod class_validate(instance, **kwargs)

validates onetime A method to validate the kwargs passed to the define method

classmethod collect_attr_inst(system, handle_inst=True)

collects all the attribute instances for a system

Return type:

dict

classmethod collect_cls(system)

collects all the attributes for a system

Return type:

dict

classmethod configure_for_system(name, config_class, cb=None, **kwargs)

add the config class, and perform checks with `class_validate) :returns: [optional] a dictionary of options to be used in the make_attribute method

classmethod configure_instance(instance, attribute, value)

validates the instance given attr’s init routine

classmethod create_instance(system)

Create an instance of the instance_class

Return type:

PlotInstance

Parameters:

system (System)

classmethod define(x, y, _type='relplot', kind='scatterplot', row=None, col=None, hue=None, **kwargs)

Defines a plot that will be rendered in seaborn, with validation happening as much as possible in the define method

#Plot Choice :type _type: :param _type: the type of seaborn plot (relplot,displot,catplot) :type kind: :param kind: specify the kind of type of plot (ie. scatterplot of relplot)

# Dependents & Independents: :type x: :param x: the x var for each plot :type y: :param y: the y var for each plot

# Additional Parameters: :type row: :param row: create a grid of data with row var :type col: :param col: create a grid of data with column var :type hue: :param hue: provide an additional dimension of color based on this var :param title: this title will be applied to the figure.suptitle()

classmethod define_validate(**kwargs)

A method to validate the kwargs passed to the define method

evolve(**changes)

Copy self and apply changes.

This works similarly to attrs.evolve but that function does not work with Attribute.

It is mainly meant to be used for transform-fields.

Added in version 20.3.0.

classmethod handle_instance(canidate)

no interacion with system, reporing only

instance_class

alias of PlotInstance

classmethod make_attribute(name, comp_class, **kwargs)

makes an attrs.Attribute for the class

classmethod plot_vars()

gathers seaborn plot vars that will scope from system.dataframe

Return type:

dict

classmethod subclasses(out=None)

return all subclasses of components, including their subclasses :type out: :param out: out is to pass when the middle of a recursive operation, do not use it!

classmethod validate_plot_args(system)

Checks system.system_references that cls.plot_vars exists

Parameters:

system (System)