com.workfusion.automl.ml.python

Class BasePythonFeaturesExtractor.Builder<B extends BasePythonFeaturesExtractor.Builder<B,T>,T extends BasePythonFeaturesExtractor>

java.lang.Object

com.workfusion.automl.ml.python.BasePythonFeaturesExtractor.Builder<B,T>

Direct Known Subclasses:

GenericPythonFE.Builder

Enclosing class:

BasePythonFeaturesExtractor

public abstract static class BasePythonFeaturesExtractor.Builder<B extends BasePythonFeaturesExtractor.Builder<B,T>,T extends BasePythonFeaturesExtractor>
extends Object

The base class for python classifier builders.

Field Summary

Fields

Modifier and Type	Field and Description
protected List<String>	depsResources The list of python dependencies paths in resources directory to unpack on initialization stage.
protected String	modelName The Model name.
protected List<String>	pkgResources The list of python packages paths in resources directory to unpack on initialization stage.
protected Path	workingDir The working directory of the classifier.

Constructor Summary

Constructors

Constructor and Description
Builder()

Method Summary

Modifier and Type	Method and Description
T	build() Check bridge and build classifier.
protected abstract T	buildModel() Build classifier.
protected abstract com.workfusion.automl.ml.bridge.python.fe.PythonFeaturesExtractorBridge	createDefaultClassifierBridge() Create default python features extractor bridge.
B	depsResources(List<String> paths) Set paths to python dependencies in resources.
B	modelName(String name) Set a model name.
B	pkgResources(List<String> paths) Set paths to python packages in resources.
B	workingDir(Path path) Set a working directory.

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Field Detail

workingDir

protected Path workingDir

The working directory of the classifier.

modelName

protected String modelName

The Model name.

pkgResources

protected List<String> pkgResources

The list of python packages paths in resources directory to unpack on initialization stage.

depsResources

protected List<String> depsResources

The list of python dependencies paths in resources directory to unpack on initialization stage.

Constructor Detail

Builder

public Builder()

Method Detail

createDefaultClassifierBridge

protected abstract com.workfusion.automl.ml.bridge.python.fe.PythonFeaturesExtractorBridge createDefaultClassifierBridge()

Create default python features extractor bridge.

Returns:

the python features extractor bridge

workingDir

public B workingDir(Path path)

Set a working directory.

Parameters:

path - the path(Path) to the working directory

Returns:

the builder

modelName

public B modelName(String name)

Set a model name.

Parameters:

name - the model name (String)

Returns:

the builder

pkgResources

public B pkgResources(List<String> paths)

Set paths to python packages in resources.

Parameters:

paths - the list of paths to python packages in resources

Returns:

the builder

depsResources

public B depsResources(List<String> paths)

Set paths to python dependencies in resources.

Parameters:

paths - the list of paths to python dependencies in resources

Returns:

the builder

buildModel

protected abstract T buildModel()

Build classifier.

Returns:

the classifier instance

build

public final T build()

Check bridge and build classifier.

Returns:

a classifier instance