Class MLIntegrationExamples.BaseMLAdapter

java.lang.Object

neqsim.process.safety.risk.ml.MLIntegrationExamples.BaseMLAdapter

All Implemented Interfaces:

Serializable, MLIntegrationExamples.MLModelAdapter

Direct Known Subclasses:

MLIntegrationExamples.OnnxAdapter, MLIntegrationExamples.RestApiAdapter, MLIntegrationExamples.TensorFlowAdapter, MLIntegrationExamples.ThresholdModel

Enclosing class:

MLIntegrationExamples

public abstract static class MLIntegrationExamples.BaseMLAdapter
extends Object
implements MLIntegrationExamples.MLModelAdapter

Base adapter class with common functionality.

Since:

3.3.0

Version:

1.0

Author:

NeqSim Development Team

See Also:

• Serialized Form

Field Summary

Fields

Modifier and Type	Field	Description
protected Map<String,Double>	featureDefaults
protected List<String>	inputFeatures
protected boolean	isLoaded
protected String	modelName
private static final long	serialVersionUID

Constructor Summary

Constructors

Modifier	Constructor	Description
protected	BaseMLAdapter(String modelName)	Creates a base adapter.

Method Summary

Modifier and Type	Method	Description
List<String>	getInputFeatures()	Gets the expected input feature names.
String	getModelName()	Gets the model name.
boolean	isLoaded()	Checks if the model is loaded.
protected float[]	prepareInput(Map<String,Double> features)	Prepares input array from feature map.

Methods inherited from class Object

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

Methods inherited from interface MLIntegrationExamples.MLModelAdapter

predict

Field Details

serialVersionUID

private static final long serialVersionUID

See Also:

• Constant Field Values

modelName

protected String modelName

inputFeatures

protected List<String> inputFeatures

featureDefaults

protected Map<String,Double> featureDefaults

isLoaded

protected boolean isLoaded

Constructor Details

BaseMLAdapter

protected BaseMLAdapter(String modelName)

Creates a base adapter.

Parameters:

modelName - model name

Method Details

getModelName

public String getModelName()

Description copied from interface: MLIntegrationExamples.MLModelAdapter

Gets the model name.

Specified by:

getModelName in interface MLIntegrationExamples.MLModelAdapter

Returns:

model name

getInputFeatures

public List<String> getInputFeatures()

Description copied from interface: MLIntegrationExamples.MLModelAdapter

Gets the expected input feature names.

Specified by:

getInputFeatures in interface MLIntegrationExamples.MLModelAdapter

Returns:

list of feature names

prepareInput

protected float[] prepareInput(Map<String,Double> features)

Prepares input array from feature map.

Parameters:

features - input features

Returns:

float array for model input

isLoaded

public boolean isLoaded()

Checks if the model is loaded.

Returns:

true if loaded