pjml.data.communication.cache.Cache¶
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class
pjml.data.communication.cache.
Cache
(*args, storage_alias='default_dump', seed=0, components=None, enhance=True, model=True)[source]¶ -
__init__
(*args, storage_alias='default_dump', seed=0, components=None, enhance=True, model=True)[source]¶ Initialize self. See help(type(self)) for accurate signature.
Methods
__init__
(*args[, storage_alias, seed, …])Initialize self. default_config
()Create a copy of the component default configuration. disable_pretty_printing
()Disable the pretty-printing. dual_transform
(train, …)enable_pretty_printing
()Enable the pretty-printing. updated
(**kwargs)Clone this component, optionally replacing given params. Attributes
cfserialized
cfuuid
UUID excluding ‘model’ and ‘enhance’ flags. cs1
Convert component into a config space with a single component inside it. enhancer
id
Short uuID First 8 chars of uuid, usually for printing purposes. jsonable
longname
model
name
path
pretty_printing
serialized
sid
Short uuID First 6 chars of uuid, usually for printing purposes. unwrap
Subpipeline inside the first Wrap(). uuid
Lazily calculated unique identifier for this dataset. wrapped
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classmethod
default_config
() → Dict[str, Any][source]¶ Create a copy of the component default configuration.
Returns: - dict
Copy of the component default configuration.
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id
[source]¶ Short uuID First 8 chars of uuid, usually for printing purposes. First collision expect after 12671943 combinations. :return:
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unwrap
[source]¶ Subpipeline inside the first Wrap().
Hopefully there is only one Wrap in the pipeline. This method performs a depth-first search.
Examples
>>> pipe = Pipeline( >>> File(name='iris.arff'), >>> Wrap(Std(), SVMC()), >>> Metric(function='accuracy') >>> ) >>> pipe.unwrap # -> Chain(Std(), SVMC())
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updated
(**kwargs)[source]¶ Clone this component, optionally replacing given params.
Returns: - A ready to use component.
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uuid
¶ Lazily calculated unique identifier for this dataset.
Should be accessed direct as a class member: ‘uuid’.
Returns: - A unique identifier UUID object.
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