com.oracle.bmc.datascience.model

Class ModelProvenance.Builder

java.lang.Object

com.oracle.bmc.datascience.model.ModelProvenance.Builder

Enclosing class:

ModelProvenance

public static class ModelProvenance.Builder
extends Object

Constructor Summary

Constructors

Constructor and Description
Builder()

Method Summary

Modifier and Type	Method and Description
ModelProvenance	build()
ModelProvenance.Builder	copy(ModelProvenance model)
ModelProvenance.Builder	gitBranch(String gitBranch) For model reproducibility purposes.
ModelProvenance.Builder	gitCommit(String gitCommit) For model reproducibility purposes.
ModelProvenance.Builder	repositoryUrl(String repositoryUrl) For model reproducibility purposes.
ModelProvenance.Builder	scriptDir(String scriptDir) For model reproducibility purposes.
ModelProvenance.Builder	trainingId(String trainingId) The OCID of a training session(Job or NotebookSession) in which the model was trained.
ModelProvenance.Builder	trainingScript(String trainingScript) For model reproducibility purposes.

Methods inherited from class java.lang.Object

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

Constructor Detail

Builder

public Builder()

Method Detail

repositoryUrl

public ModelProvenance.Builder repositoryUrl(String repositoryUrl)

For model reproducibility purposes. URL of the git repository associated with model training.

Parameters:

repositoryUrl - the value to set

Returns:

this builder

gitBranch

public ModelProvenance.Builder gitBranch(String gitBranch)

For model reproducibility purposes. Branch of the git repository associated with model training.

Parameters:

gitBranch - the value to set

Returns:

this builder

gitCommit

public ModelProvenance.Builder gitCommit(String gitCommit)

For model reproducibility purposes. Commit ID of the git repository associated with model training.

Parameters:

gitCommit - the value to set

Returns:

this builder

scriptDir

public ModelProvenance.Builder scriptDir(String scriptDir)

For model reproducibility purposes. Path to model artifacts.

Parameters:

scriptDir - the value to set

Returns:

this builder

trainingScript

public ModelProvenance.Builder trainingScript(String trainingScript)

For model reproducibility purposes. Path to the python script or notebook in which the model was trained."

Parameters:

trainingScript - the value to set

Returns:

this builder

trainingId

public ModelProvenance.Builder trainingId(String trainingId)

The OCID of a training session(Job or NotebookSession) in which the model was trained. It is used for model reproducibility purposes.

Parameters:

trainingId - the value to set

Returns:

this builder

build

public ModelProvenance build()

copy

public ModelProvenance.Builder copy(ModelProvenance model)