com.oracle.bmc.datascience.model

Class ModelProvenance

java.lang.Object

com.oracle.bmc.datascience.model.ModelProvenance

@Generated(value="OracleSDKGenerator",
           comments="API Version: 20190101")
public final class ModelProvenance
extends Object

Model provenance gives data scientists information about the origin of their model. This information allows data scientists to reproduce the development environment in which the model was trained.
Note: Objects should always be created or deserialized using the ModelProvenance.Builder. This model distinguishes fields that are null because they are unset from fields that are explicitly set to null. This is done in the setter methods of the ModelProvenance.Builder, which maintain a set of all explicitly set fields called __explicitlySet__. The hashCode() and equals(Object) methods are implemented to take __explicitlySet__ into account. The constructor, on the other hand, does not set __explicitlySet__ (since the constructor cannot distinguish explicit null from unset null).

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	ModelProvenance.Builder

Constructor Summary

Constructors

Constructor and Description
ModelProvenance(String repositoryUrl, String gitBranch, String gitCommit, String scriptDir, String trainingScript) Deprecated.

Method Summary

Modifier and Type	Method and Description
static ModelProvenance.Builder	builder() Create a new builder.
boolean	equals(Object o)
Set<String>	get__explicitlySet__()
String	getGitBranch() For model reproducibility purposes.
String	getGitCommit() For model reproducibility purposes.
String	getRepositoryUrl() For model reproducibility purposes.
String	getScriptDir() For model reproducibility purposes.
String	getTrainingScript() For model reproducibility purposes.
int	hashCode()
ModelProvenance.Builder	toBuilder()
String	toString()

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Constructor Detail

ModelProvenance

@ConstructorProperties(value={"repositoryUrl","gitBranch","gitCommit","scriptDir","trainingScript"})
 @Deprecated
public ModelProvenance(String repositoryUrl,
                                                                                                                                         String gitBranch,
                                                                                                                                         String gitCommit,
                                                                                                                                         String scriptDir,
                                                                                                                                         String trainingScript)

Deprecated.

Method Detail

builder

public static ModelProvenance.Builder builder()

Create a new builder.

toBuilder

public ModelProvenance.Builder toBuilder()

getRepositoryUrl

public String getRepositoryUrl()

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

getGitBranch

public String getGitBranch()

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

getGitCommit

public String getGitCommit()

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

getScriptDir

public String getScriptDir()

For model reproducibility purposes. Path to model artifacts.

getTrainingScript

public String getTrainingScript()

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

get__explicitlySet__

public Set<String> get__explicitlySet__()

equals

public boolean equals(Object o)

Overrides:

equals in class Object

hashCode

public int hashCode()

Overrides:

hashCode in class Object

toString

public String toString()

Overrides:

toString in class Object