Class MLIntegrationExamples.RestApiAdapter

java.lang.Object

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

neqsim.process.safety.risk.ml.MLIntegrationExamples.RestApiAdapter

All Implemented Interfaces:

Serializable, MLIntegrationExamples.MLModelAdapter

Enclosing class:

MLIntegrationExamples

public static class MLIntegrationExamples.RestApiAdapter
extends MLIntegrationExamples.BaseMLAdapter

Adapter for REST API-based model serving.

Connects to external model serving endpoints like TensorFlow Serving, TorchServe, or custom APIs.

Since:

3.3.0

Version:

1.0

Author:

NeqSim Development Team

See Also:

• Serialized Form

Field Summary

Fields

Modifier and Type	Field	Description
private String	endpoint
private Map<String,String>	headers
private static final long	serialVersionUID
private int	timeoutMs

Fields inherited from class MLIntegrationExamples.BaseMLAdapter

featureDefaults, inputFeatures, isLoaded, modelName

Constructor Summary

Constructors

Constructor	Description
RestApiAdapter(String endpoint, List<String> inputFeatures)	Creates a REST API adapter.

Method Summary

Modifier and Type	Method	Description
void	addHeader(String name, String value)	Adds a request header.
String	getEndpoint()	Gets the endpoint URL.
int	getTimeoutMs()	Gets the timeout in milliseconds.
double	predict(Map<String,Double> features)	Predicts output from input features.
void	setTimeout(int timeoutMs)	Sets the request timeout.

Methods inherited from class MLIntegrationExamples.BaseMLAdapter

getInputFeatures, getModelName, isLoaded, prepareInput

Methods inherited from class Object

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

Field Details

serialVersionUID

private static final long serialVersionUID

See Also:

• Constant Field Values

endpoint

private String endpoint

timeoutMs

private int timeoutMs

headers

private Map<String,String> headers

Constructor Details

RestApiAdapter

public RestApiAdapter(String endpoint,
 List<String> inputFeatures)

Creates a REST API adapter.

Parameters:

endpoint - model serving endpoint URL

inputFeatures - input feature names

Method Details

setTimeout

public void setTimeout(int timeoutMs)

Sets the request timeout.

Parameters:

timeoutMs - timeout in milliseconds

addHeader

public void addHeader(String name,
 String value)

Adds a request header.

Parameters:

name - header name

value - header value

predict

public double predict(Map<String,Double> features)

Description copied from interface: MLIntegrationExamples.MLModelAdapter

Predicts output from input features.

Parameters:

features - input features as name-value map

Returns:

prediction score or probability

getEndpoint

public String getEndpoint()

Gets the endpoint URL.

Returns:

endpoint

getTimeoutMs

public int getTimeoutMs()

Gets the timeout in milliseconds.

Returns:

timeout