Oracle Data Science API
The dataScience API from Oracle — 99 operation(s) for datascience.
Oracle Data Science API is one of 378 APIs that Oracle publishes on the APIs.io network, described by a machine-readable OpenAPI specification.
Tagged areas include Data Science. The published artifact set on APIs.io includes an OpenAPI specification and an API reference.
This API exposes 159 operations across 99 paths, and defines 181 schemas. It is described by OpenAPI 3.2.0, at version 20190101.
Requests are made against a single base URL, https://$SWAGGER_HOST_URL/20190101.
159 operations
99 paths
181 schemas
18 DELETE56 GET4 HEAD60 POST21 PUT
Metadata
The identity and technical contract details declared by the specification.
Paths & Operations 159
Across 99 paths, the API surfaces 159 operations — 18 DELETE, 56 GET, 4 HEAD, 60 POST, 21 PUT. Each is listed below with its method, path, parameters, and response codes.
dataScience 159
GET
/computeTargetShapes
Lists the valid compute target shapes.
GET
/computeTargets
List compute targets in the specified compartment.
POST
/computeTargets
Creates a new compute target resource.
DELETE
/computeTargets/{computeTargetId}
Deletes the compute target.
GET
/computeTargets/{computeTargetId}
Gets the compute target.
PUT
/computeTargets/{computeTargetId}
Updates the compute target.
POST
/computeTargets/{computeTargetId}/actions/changeCompartment
Moves a compute target into a different compartment.
GET
/dataSciencePrivateEndpoints
List the datascience private endpoints.
POST
/dataSciencePrivateEndpoints
Create a Data Science private endpoint to be used by a Data Science resource.
DELETE
/dataSciencePrivateEndpoints/{dataSciencePrivateEndpointId}
Delete a private endpoint.
GET
/dataSciencePrivateEndpoints/{dataSciencePrivateEndpointId}
Get a private endpoint.
PUT
/dataSciencePrivateEndpoints/{dataSciencePrivateEndpointId}
Update a private endpoint.
POST
/dataSciencePrivateEndpoints/{dataSciencePrivateEndpointId}/actions/changeCompartment
Moves a private endpoint into a different compartment.
GET
/fastLaunchJobConfigs
FastLaunchJobConfigs
GET
/jobRuns
ListJobRuns
POST
/jobRuns
CreateJobRun
DELETE
/jobRuns/{jobRunId}
DeleteJobRun
GET
/jobRuns/{jobRunId}
GetJobRun
PUT
/jobRuns/{jobRunId}
UpdateJobRun
POST
/jobRuns/{jobRunId}/actions/cancelJobRun
CancelJobRun
POST
/jobRuns/{jobRunId}/actions/changeCompartment
ChangeJobRunCompartment
GET
/jobShapes
ListJobShapes
GET
/jobs
ListJobs
POST
/jobs
CreateJob
DELETE
/jobs/{jobId}
DeleteJob
GET
/jobs/{jobId}
GetJob
PUT
/jobs/{jobId}
UpdateJob
POST
/jobs/{jobId}/actions/changeCompartment
ChangeJobCompartment
POST
/jobs/{jobId}/artifact
CreateJobArtifact
GET
/jobs/{jobId}/artifact/content
GetJobArtifactContent
HEAD
/jobs/{jobId}/artifact/content
HeadJobArtifact
GET
/mlApplicationImplementationVersions
Gets a list of all MlApplicationImplementationVersions in a compartment
GET
/mlApplicationImplementationVersions/{mlApplicationImplementationVersionId}
Get MlApplicationImplementationVersion
PUT
/mlApplicationImplementationVersions/{mlApplicationImplementationVersionId}
Update the MlApplicationImplementationVersion identified by the id
GET
/mlApplicationImplementationVersions/{mlApplicationImplementationVersionId}/mlApplicationHistoricalPackage/content
Get GetMlApplicationHistoricalPackageContent
GET
/mlApplicationImplementations
Gets a list of all MlApplicationImplementations in a compartment
POST
/mlApplicationImplementations
Creates a new MlApplicationImplementation
DELETE
/mlApplicationImplementations/{mlApplicationImplementationId}
Delete a provisioned MlApplicationImplementation
GET
/mlApplicationImplementations/{mlApplicationImplementationId}
Get MlApplicationImplementation
PUT
/mlApplicationImplementations/{mlApplicationImplementationId}
Update the MlApplicationImplementation identified by the id
POST
/mlApplicationImplementations/{mlApplicationImplementationId}/actions/changeCompartment
Moves a resource into a different compartment.
PUT
/mlApplicationImplementations/{mlApplicationImplementationId}/mlApplicationPackage
Upload ML Application Package
GET
/mlApplicationImplementations/{mlApplicationImplementationId}/mlApplicationPackage/content
Get ML Application package content
GET
/mlApplicationInstanceViews
Gets a list of all MlApplicationInstanceViews in a compartment
GET
/mlApplicationInstanceViews/{mlApplicationInstanceViewId}
Get MlApplicationInstanceView
PUT
/mlApplicationInstanceViews/{mlApplicationInstanceViewId}
Update the MlApplicationInstanceView identified by the id
POST
/mlApplicationInstanceViews/{mlApplicationInstanceViewId}/actions/changeCompartment
Moves a resource into a different compartment.
POST
/mlApplicationInstanceViews/{mlApplicationInstanceViewId}/actions/disableTrigger
Disable trigger
POST
/mlApplicationInstanceViews/{mlApplicationInstanceViewId}/actions/enableTrigger
Enable trigger
POST
/mlApplicationInstanceViews/{mlApplicationInstanceViewId}/actions/recover
Recovers MlApplicationInstanceView from failures by retrying failed operation.
POST
/mlApplicationInstanceViews/{mlApplicationInstanceViewId}/actions/trigger
Trigger request
GET
/mlApplicationInstances
Gets a list of all MlApplicationInstances in a compartment
POST
/mlApplicationInstances
Creates a new MlApplicationInstance
DELETE
/mlApplicationInstances/{mlApplicationInstanceId}
Delete a provisioned MlApplicationInstance
GET
/mlApplicationInstances/{mlApplicationInstanceId}
Get MlApplicationInstance
PUT
/mlApplicationInstances/{mlApplicationInstanceId}
Update the MlApplicationInstance identified by the id
POST
/mlApplicationInstances/{mlApplicationInstanceId}/actions/changeCompartment
Moves a resource into a different compartment.
POST
/mlApplicationInstances/{mlApplicationInstanceId}/actions/trigger
Trigger request
GET
/mlApplications
Gets a list of all MlApplications in a compartment
POST
/mlApplications
Creates a new MlApplication
DELETE
/mlApplications/{mlApplicationId}
Delete a MlApplication
GET
/mlApplications/{mlApplicationId}
Get MlApplication
PUT
/mlApplications/{mlApplicationId}
Update the MlApplication identified by the id
POST
/mlApplications/{mlApplicationId}/actions/changeCompartment
Moves a resource into a different compartment.
GET
/modelDeploymentShapes
Lists the valid model deployment shapes.
GET
/modelDeployments
Lists the model deployments.
POST
/modelDeployments
Creates a new model deployment.
DELETE
/modelDeployments/{modelDeploymentId}
Deletes the model deployment.
GET
/modelDeployments/{modelDeploymentId}
Gets the model deployment.
PUT
/modelDeployments/{modelDeploymentId}
Updates the model deployment.
POST
/modelDeployments/{modelDeploymentId}/actions/activate
Activates the model deployment.
POST
/modelDeployments/{modelDeploymentId}/actions/changeCompartment
Moves a model deployment into a different compartment.
POST
/modelDeployments/{modelDeploymentId}/actions/deactivate
Deactivates the model deployment.
GET
/modelDeployments/{modelDeploymentId}/models/modelState
Lists the status of models in a model group deployment.
GET
/modelGroupVersionHistory
List all modelGroupVersionHistories in the specified compartment.
POST
/modelGroupVersionHistory
Creates a new modelGroupVersionHistory.
DELETE
/modelGroupVersionHistory/{modelGroupVersionHistoryId}
Deletes the specified modelGroupVersionHistory.
GET
/modelGroupVersionHistory/{modelGroupVersionHistoryId}
Gets information of the specified ModelGroupVersionHistory.
PUT
/modelGroupVersionHistory/{modelGroupVersionHistoryId}
Updates the properties of a modelGroupVersionHistory.
POST
/modelGroupVersionHistory/{modelGroupVersionHistoryId}/actions/changeCompartment
Change compartment of the modelGroupVersionHistory.
GET
/modelGroups
List all model groups in the specified compartment.
POST
/modelGroups
Create a new Model Group resource.
DELETE
/modelGroups/{modelGroupId}
Deletes the specified Model Group.
GET
/modelGroups/{modelGroupId}
Gets information of the specified Model Group.
PUT
/modelGroups/{modelGroupId}
Update the properties of the Model Group.
POST
/modelGroups/{modelGroupId}/actions/activate
Activates the model group.
POST
/modelGroups/{modelGroupId}/actions/changeCompartment
Change compartment of the Model Group.
POST
/modelGroups/{modelGroupId}/actions/deactivate
Deactivates the model group.
POST
/modelGroups/{modelGroupId}/artifact
Creates artifact for the Model Group.
GET
/modelGroups/{modelGroupId}/artifact/content
Downloads the model group artifact.
HEAD
/modelGroups/{modelGroupId}/artifact/content
Gets model group artifact metadata.
GET
/modelGroups/{modelGroupId}/models
List models associated with the Model Group.
GET
/modelVersionSets
ListModelVersionSets
POST
/modelVersionSets
CreateModelVersionSet
DELETE
/modelVersionSets/{modelVersionSetId}
DeleteModelVersionSet
GET
/modelVersionSets/{modelVersionSetId}
GetModelVersionSet
PUT
/modelVersionSets/{modelVersionSetId}
UpdateModelVersionSet
POST
/modelVersionSets/{modelVersionSetId}/actions/changeCompartment
ChangeModelVersionSetCompartment
GET
/models
ListModels
POST
/models
CreateModel
DELETE
/models/{modelId}
DeleteModel
GET
/models/{modelId}
GetModel
PUT
/models/{modelId}
UpdateModel
POST
/models/{modelId}/actions/activate
ActivateModel
POST
/models/{modelId}/actions/changeCompartment
ChangeModelCompartment
POST
/models/{modelId}/actions/deactivate
DeactivateModel
POST
/models/{modelId}/actions/exportArtifact
ExportModelArtifact
POST
/models/{modelId}/actions/importArtifact
ImportModelArtifact
POST
/models/{modelId}/actions/restore
RestoreArchivedModelArtifact
POST
/models/{modelId}/artifact
CreateModelArtifact
GET
/models/{modelId}/artifact/content
GetModelArtifactContent
HEAD
/models/{modelId}/artifact/content
HeadModelArtifact
GET
/models/{modelId}/provenance
GetModelProvenance
POST
/models/{modelId}/provenance
CreateModelProvenance
PUT
/models/{modelId}/provenance
UpdateModelProvenance
GET
/notebookSessionShapes
ListNotebookSessionShapes
GET
/notebookSessions
ListNotebookSessions
POST
/notebookSessions
CreateNotebookSession
DELETE
/notebookSessions/{notebookSessionId}
DeleteNotebookSession
GET
/notebookSessions/{notebookSessionId}
GetNotebookSession
PUT
/notebookSessions/{notebookSessionId}
UpdateNotebookSession
POST
/notebookSessions/{notebookSessionId}/actions/activate
ActivateNotebookSession
POST
/notebookSessions/{notebookSessionId}/actions/changeCompartment
ChangeNotebookSessionCompartment
POST
/notebookSessions/{notebookSessionId}/actions/deactivate
DeactivateNotebookSession
GET
/pipelineRuns
Gets a list of all PipelineRuns in a compartment
POST
/pipelineRuns
Creates a new PipelineRun
DELETE
/pipelineRuns/{pipelineRunId}
Delete a provisioned PipelineRun
GET
/pipelineRuns/{pipelineRunId}
Get PipelineRun
PUT
/pipelineRuns/{pipelineRunId}
Update the PipelineRun identified by the id
POST
/pipelineRuns/{pipelineRunId}/actions/cancelPipelineRun
Cancel a PipelineRun
POST
/pipelineRuns/{pipelineRunId}/actions/changeCompartment
Moves a resource into a different compartment.
GET
/pipelines
Gets a list of all Pipelines in a compartment
POST
/pipelines
Creates a new Pipeline
DELETE
/pipelines/{pipelineId}
Delete a provisioned Pipeline
GET
/pipelines/{pipelineId}
Get Pipeline
PUT
/pipelines/{pipelineId}
Update the Pipeline identified by the id
POST
/pipelines/{pipelineId}/actions/changeCompartment
Moves a resource into a different compartment.
POST
/pipelines/{pipelineId}/steps/{stepName}/artifact
Upload Artifact
GET
/pipelines/{pipelineId}/steps/{stepName}/artifact/content
Download Artifact
HEAD
/pipelines/{pipelineId}/steps/{stepName}/artifact/content
HeadStepArtifact
GET
/projects
ListProjects
POST
/projects
CreateProject
DELETE
/projects/{projectId}
DeleteProject
GET
/projects/{projectId}
GetProject
PUT
/projects/{projectId}
UpdateProject
POST
/projects/{projectId}/actions/changeCompartment
ChangeProjectCompartment
GET
/schedules
Gets a list of all Schedules in a compartment
POST
/schedules
Creates a new Schedule
DELETE
/schedules/{scheduleId}
Delete a provisioned Schedule
GET
/schedules/{scheduleId}
Get Schedule
PUT
/schedules/{scheduleId}
Update the Schedule identified by the id
POST
/schedules/{scheduleId}/actions/activate
Activate schedule
POST
/schedules/{scheduleId}/actions/changeCompartment
Moves a resource into a different compartment.
POST
/schedules/{scheduleId}/actions/deactivate
Deactivate schedule
GET
/workRequests
ListWorkRequests
DELETE
/workRequests/{workRequestId}
CancelWorkRequest
GET
/workRequests/{workRequestId}
GetWorkRequest
GET
/workRequests/{workRequestId}/errors
ListWorkRequestErrors
GET
/workRequests/{workRequestId}/logs
ListWorkRequestLogs
Schemas 181
The contract defines 181 schemas that model the data the API accepts and returns. The most detailed are Model (23 properties), MlApplicationInstanceView (22 properties), PipelineRun (22 properties), JobRun (22 properties). Each schema is shown below with its type and property counts.
JobInfrastructureConfigurationDetails
object
The job infrastructure configuration details (shape, block storage, etc.)
1 property
1 required
MlApplicationInstanceViewCollection
object
Results of a MlApplicationInstanceView search. It contains list of MlApplicationInstanceViewSummary items.
1 property
1 required
ConfigurationPropertySchema
object
Schema for single configuration property
7 properties
4 required
TriggerMlApplicationInstanceViewFlowDetails
object
Payload for trigger request endpoint
2 properties
1 required
MlApplicationImplementationVersion
object
Read-only fully managed snapshot of MlApplicationImplementation taken when MlApplicationImplementation was updated with new ML Application package.
17 properties
10 required
PipelineSummary
object
Summary of the Pipeline.
11 properties
7 required
ScheduleAction
object
The schedule action
1 property
1 required
MlApplicationImplementationVersionSummary
object
Summary of the MlApplicationImplementationVersion.
14 properties
9 required
UpdateMlApplicationImplementationVersionDetails
object
The information to be updated.
2 properties
MemberModelEntries
object
List of member models (inferenceKey & modelId) to be associated with the model group.
1 property
ChangeModelDeploymentCompartmentDetails
object
Details for changing the compartment of a model deployment.
1 property
1 required
PredictionEndpointDetails
object
Prediction endpoint related information.
2 properties
2 required
ProjectSummary
object
Summary information for a project.
10 properties
6 required
ModelGroupDetails
object
The model group details.
2 properties
1 required
ChangeProjectCompartmentDetails
object
Details for changing the compartment of a project.
1 property
1 required
CreateModelGroupVersionHistoryDetails
object
Parameters that are required to create a new model group version history.
7 properties
2 required
WorkRequestSummary
object
Summary information for a work request.
9 properties
7 required
Model
object
Models are mathematical representations of the relationships between data. Models are represented by their associated metadata and artifacts.
23 properties
16 required
BackupOperationDetails
object
Backup operation details of the model.
3 properties
2 required
RetentionSetting
object
Retention setting details of the model.
3 properties
1 required
JobLogConfigurationDetails
object
Logging configuration for resource.
4 properties
CreateBaseModelGroupDetails
object
The base create model group details.
3 properties
3 required
CreatePipelineRunDetails
object
The information about new PipelineRun.
11 properties
2 required
ChangeJobRunCompartmentDetails
object
Details for changing the compartment of a job run.
1 property
1 required
MlApplicationInstanceViewSummary
object
Summary of the MlApplicationInstanceView.
17 properties
14 required
ChangeModelGroupVersionHistoryCompartmentDetails
object
Details for changing the compartment of a model group version history.
1 property
1 required
PipelineDataflowConfigurationDetails
object
The configuration details of a Dataflow step.
8 properties
MlApplicationPackageArguments
object
List of ML Application package arguments provided during ML Application package upload.
1 property
UpdateCategoryLogDetails
object
The log details for each category for update.
2 properties
UpdateMlApplicationInstanceViewDetails
object
The information to be updated.
2 properties
UpdateModelGroupVersionHistoryDetails
object
Details for updating a model group version history.
5 properties
UpdateMlApplicationInstanceDetails
object
The information to be updated.
5 properties
MlApplication
object
Resource representing a definition of an AI/ML use-case
11 properties
9 required
ImplementationLogDetails
object
Log configuration details for particular areas of ML Application Implementation.
3 properties
DisableMlApplicationInstanceViewTriggerDetails
object
Payload for disable trigger action
1 property
1 required
NotebookSessionConfigurationDetails
object
Details for the notebook session configuration.
5 properties
2 required
ModelGroup
object
Model group is a collection of the models. Model groups are represented by their associated metadata.
21 properties
9 required
JobSummary
object
Summary information for a job.
9 properties
6 required
PipelineStepUpdateDetails
object
The details of the step to update.
4 properties
2 required
PipelineContainerConfigurationDetails
object
Container Details for a step in pipeline.
1 property
1 required
ModelGroupVersionHistorySummary
object
Summary information for a modelGroupVersionHistory.
13 properties
8 required
ComputeTargetShapeSummary
object
The compute shape used to launch a compute target.
4 properties
4 required
NotebookSessionShapeConfigDetails
object
Details for the notebook session shape configuration.
3 properties
UpdateModelDeploymentConfigurationDetails
object
The model deployment configuration details for update.
1 property
PipelineLogConfigurationDetails
object
The pipeline log configuration details.
4 properties
PipelineStepDetails
object
A step in the pipeline.
5 properties
2 required
UpdateModelDeploymentDetails
object
Details for updating a model deployment. You can update modelDeploymentConfigurationDetails and change instanceShapeName and modelId when the model deployment…
6 properties
Job
object
A job for training models.
17 properties
8 required
UpdateJobRunDetails
object
Details for updating a job run.
3 properties
NotebookSession
object
Notebook sessions are interactive coding environments for data scientists.
15 properties
7 required
PipelineInfrastructureConfigurationDetails
object
The infrastructure configuration details of a pipeline or a step.
4 properties
2 required
ChangeMlApplicationCompartmentDetails
object
The information to be updated.
1 property
1 required
ModelProvenance
object
Model provenance gives data scientists information about the origin of their model. This information allows data scientists to reproduce the development enviro…
6 properties
ArtifactImportDetails
object
Details of Artifact source
1 property
1 required
MlApplicationPackageArgumentDetails
object
Represents single argument name value pair.
5 properties
5 required
NotebookSessionSummary
object
Summary information for a notebook session.
12 properties
7 required
ComputeTargetSummary
object
Summary information for a Compute Target.
8 properties
6 required
ScheduleLogDetails
object
Custom logging details for schedule execution.
2 properties
2 required
MlApplicationInstanceView
object
Representation of ML Application Instance which providers use for instance observability.
22 properties
17 required
ComputeConfigurationDetails
object
Configuration details of the targeted compute.
1 property
1 required
PipelineStepOverrideDetails
object
Override details of the step. Only Step Configuration is allowed to be overridden.
5 properties
2 required
PipelineStepRun
object
Detail of each StepRun.
6 properties
3 required
ChangeModelVersionSetCompartmentDetails
object
Details for changing the compartment of a model version set.
1 property
1 required
ChangeJobCompartmentDetails
object
Details for changing the compartment of a job.
1 property
1 required
MlApplicationImplementationVersionCollection
object
Results of a MlApplicationImplementationVersion search. It contains list of MlApplicationImplementationVersionSummary items.
1 property
1 required
UpdateMlApplicationImplementationDetails
object
The information to be updated.
4 properties
WorkRequestError
object
Errors related to a specific work request.
3 properties
3 required
CustomMetadata
object
Array of custom metadata details of model group.
4 properties
ChangeDataSciencePrivateEndpointCompartmentDetails
object
The details required to change a private endpoint compartment.
1 property
1 required
ChangeMlApplicationInstanceViewCompartmentDetails
object
The information to be updated.
1 property
1 required
TriggerParameter
object
Trigger parameter
2 properties
2 required
ChangeScheduleCompartmentDetails
object
The information to be updated.
1 property
1 required
MemberModelDetails
object
Model details which needs to be part of Model Group.
2 properties
1 required
JobConfigurationDetails
object
The job configuration details
1 property
1 required
ImportModelArtifactDetails
object
Details required for importing the artifact from service bucket
1 property
1 required
MlApplicationCollection
object
Results of a mlApplication search. It contains list of MlApplicationSummary items.
1 property
1 required
UpdatePipelineDetails
object
The information of pipeline to be updated.
9 properties
ChangeNotebookSessionCompartmentDetails
object
Details for changing the compartment of a notebook session.
1 property
1 required
ComputeTarget
object
A compute target.
13 properties
7 required
CreateNotebookSessionDetails
object
Parameters needed to create a new notebook session. Notebook sessions are interactive coding environments for data scientists.
9 properties
2 required
UpdateMlApplicationDetails
object
The information to be updated.
3 properties
ComputeTargetSystemData
object
System data of the compute target.
1 property
PipelineRunLogDetails
object
Customer logging details for pipeline run.
2 properties
2 required
Metadata
object
Defines properties of each model metadata.
4 properties
UpdateProjectDetails
object
Details for updating a project.
4 properties
ChangePipelineRunCompartmentDetails
object
Details for which compartment to move the resource to.
1 property
1 required
ModelGroupSummary
object
Summary information for a modelGroup.
17 properties
9 required
CreateProjectDetails
object
Parameters needed to create a new project. Projects enable users to organize their data science work.
5 properties
1 required
WorkRequestLogEntry
object
Log entries related to a specific work request.
2 properties
2 required
CreateModelProvenanceDetails
object
Model provenance gives data scientists information about the origin of their model. This information allows data scientists to reproduce the development enviro…
6 properties
NotebookSessionConfigDetails
object
Details for the notebook session configuration.
5 properties
1 required
ChangeComputeTargetCompartmentDetails
object
Details for changing the compartment of a compute target.
1 property
1 required
UpdateModelProvenanceDetails
object
Model provenance gives data scientists information about the origin of their model. This information allows data scientists to reproduce the development enviro…
6 properties
PipelineRun
object
Description of PipelineRun.
22 properties
9 required
ScheduleTrigger
object
The trigger of the schedule can be UNIX cron or iCal expression or simple interval
3 properties
1 required
UpdateDataSciencePrivateEndpointDetails
object
The details required to update a private endpoint.
5 properties
ChangeMlApplicationInstanceCompartmentDetails
object
The information to be updated.
1 property
1 required
PipelineShapeConfigDetails
object
Details for the pipeline step run shape configuration. Specify only when a flex shape is selected.
3 properties
UpdateModelGroupDetails
object
Details for updating a modelGroup.
6 properties
ModelDeploymentSummary
object
Summary information for a model deployment.
15 properties
8 required
NotebookSessionGitConfigDetails
object
Git configuration Details.
1 property
CreateMlApplicationInstanceDetails
object
The information about new MlApplicationInstance.
9 properties
3 required
InstanceComponent
object
Reference to instance component
3 properties
2 required
PipelineStepConfigurationDetails
object
The configuration details of a step.
3 properties
Project
object
Projects enable users to organize their data science work.
10 properties
6 required
PipelineRunSummary
object
Summary of the PipelineRun.
15 properties
8 required
CreateModelVersionSetDetails
object
Parameters that are required to create a new model version set.
6 properties
3 required
CreateModelDeploymentDetails
object
Parameters needed to create a new model deployment. Model deployments are used by data scientists to perform predictions from the model hosted on an HTTP serve…
8 properties
3 required
ModelDeployment
object
Model deployments are used by data scientists to perform predictions from the model hosted on an HTTP server.
16 properties
8 required
DataSciencePrivateEndpoint
object
Data Science private endpoint.
16 properties
10 required
MlApplicationInstance
object
Resource representing instance of ML Application.
19 properties
15 required
MlApplicationSummary
object
Summary of the MlApplication.
9 properties
5 required
ModelVersionSetSummary
object
Summary information for a model version set.
11 properties
8 required
CategoryLogDetails
object
The log details for each category.
2 properties
RetentionOperationDetails
object
Retention operation details for the model.
6 properties
6 required
WorkRequest
object
An asynchronous work request.
9 properties
7 required
ModelDeploymentModelStateSummary
object
Status of the model in a model group deployment.
8 properties
5 required
MlApplicationInstanceCollection
object
Results of a mlApplicationInstance search. It contains list of MlApplicationInstanceSummary items.
1 property
1 required
ModelGroupModelSummary
object
Summary information for a model associated with the model group.
14 properties
10 required
Pipeline
object
A Pipeline to orchestrate and execute machine learning workflows.
18 properties
8 required
NotebookSessionRuntimeConfigDetails
object
Notebook Session runtime configuration details.
2 properties
UpdateJobDetails
object
Details for updating a job.
6 properties
NotebookSessionShapeSummary
object
The compute shape used to launch a notebook session compute instance.
4 properties
4 required
JobNodeConfigurationDetails
object
The job node configuration details
1 property
1 required
UpdatePipelineRunDetails
object
The information to be updated.
3 properties
PredictionUri
object
Prediction URI per use-case.
2 properties
2 required
FastLaunchJobConfigSummary
object
The shape config to launch a fast launch capable job instance
6 properties
6 required
ConfigurationProperty
object
Property that is used for provisioning of the given MlApplicationInstance. It is validated against configurationSchema defined in referenced MlApplicationImple…
2 properties
1 required
ChangePipelineCompartmentDetails
object
Details for which compartment to move the resource to.
1 property
1 required
UpdateComputeTargetDetails
object
Details for updating a compute target.
6 properties
AuthConfiguration
object
AuthN/Z configuration for online prediction
1 property
1 required
NodeGroupDetails
object
Details of Node Group
3 properties
2 required
CreateAuthConfigurationDetails
object
AuthN/Z configuration for online prediction
1 property
1 required
UpdateNotebookSessionDetails
object
Details for updating a notebook session. notebookSessionConfigurationDetails can only be updated while the notebook session is in the INACTIVE state. Changes t…
6 properties
CreateMlApplicationDetails
object
The information about new MlApplication.
5 properties
2 required
CreateScheduleDetails
object
Creation details for a new schedule.
9 properties
5 required
EnableMlApplicationInstanceViewTriggerDetails
object
Payload for enable trigger action
1 property
1 required
CreateDataSciencePrivateEndpointDetails
object
The details required to create a Data Science private endpoint.
9 properties
3 required
ModelSummary
object
Summary information for a model.
14 properties
11 required
MlApplicationInstanceSummary
object
Summary of the MlApplicationInstance.
13 properties
10 required
ChangeMlApplicationImplementationCompartmentDetails
object
The information to be updated.
1 property
1 required
WorkRequestResource
object
The properties that define a work request resource.
4 properties
3 required
CreateMlApplicationImplementationDetails
object
The information about new MlApplicationImplementation.
7 properties
3 required
ModelDeploymentConfigurationDetails
object
The model deployment configuration details.
1 property
1 required
ModelGroupVersionHistory
object
Model Group Version history to associate different versions of Model Group resource.
14 properties
8 required
CreateModelDetails
object
Parameters needed to create a new model. Models are mathematical representations of the relationships between data. Models are represented by their associated…
14 properties
2 required
PipelineConfigurationDetails
object
The configuration details of a pipeline.
1 property
1 required
ScheduleSummary
object
Summary representation of a schedule.
12 properties
8 required
ImplementationLogging
object
Configuration of Logging for ML Application Implementation.
3 properties
CreateComputeTargetDetails
object
Parameters needed to create a new compute target.
7 properties
2 required
ExportModelArtifactDetails
object
Details required for exporting the model artifact from source to service bucket
1 property
1 required
CreateJobDetails
object
Parameters needed to create a new job.
12 properties
2 required
JobRunLogDetails
object
Customer logging details for job run.
2 properties
2 required
ApplicationComponent
object
Reference to an application component
3 properties
2 required
ArtifactExportDetails
object
Details of Artifact source
1 property
1 required
DataSciencePrivateEndpointSummary
object
List of Data Science private endpoints.
15 properties
13 required
MlApplicationImplementationCollection
object
Results of a MlApplicationImplementation search. It contains list of MlApplicationImplementationSummary items.
1 property
1 required
CreateJobRunDetails
object
Parameters needed to create a new job run.
11 properties
3 required
UpdateModelVersionSetDetails
object
Details for updating a model version set.
3 properties
UpdateComputeConfigurationDetails
object
Configuration details of the targeted Compute.
1 property
1 required
Schedule
object
A repeating action. Examples: Invoke a ML Pipeline Run once an hour. Call ML Job Run every night at midnight.
19 properties
9 required
JobRun
object
A job run.
22 properties
9 required
BackupSetting
object
Back up setting details of the model.
3 properties
2 required
ModelDeploymentSystemData
object
Model deployment system data.
2 properties
MlApplicationImplementation
object
Resource representing solution for AI/ML use-case defined by ML Application
19 properties
11 required
ChangeModelCompartmentDetails
object
Details for changing the compartment of a model.
1 property
1 required
JobShapeSummary
object
The compute shape used to launch a job compute instance.
4 properties
4 required
ModelVersionSet
object
A model version set to associate different versions of machine learning models.
12 properties
9 required
ChangeModelGroupCompartmentDetails
object
Details for changing the compartment of a model group.
1 property
1 required
StorageMountConfigurationDetails
object
The storage mount configuration details
3 properties
2 required
JobRunSummary
object
Summary information for a job run.
13 properties
7 required
UpdateScheduleDetails
object
Update details for a schedule.
7 properties
MlApplicationImplementationSummary
object
Summary of the MlApplicationImplementation.
14 properties
9 required
Error
object
Error schema.
2 properties
2 required
TriggerMlApplicationInstanceFlowDetails
object
Payload for trigger request endpoint
1 property
1 required
LogDetails
object
The log details.
2 properties
2 required
NotebookSessionGitRepoConfigDetails
object
Git repository configurations.
1 property
1 required
ModelDeploymentShapeSummary
object
The compute shape used to launch a model deployment compute instance.
4 properties
4 required
JobEnvironmentConfigurationDetails
object
Environment configuration to capture job runtime dependencies.
1 property
1 required
UpdateModelDetails
object
Details for updating a model.
10 properties
CreatePipelineDetails
object
The information about new Pipeline.
11 properties
3 required
Specification
The full machine-readable OpenAPI contract behind this narrative.
Source
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#Data Science
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