Key Operations Recorded by CTS

CTS is available on the public cloud platform. With CTS, you can record operations associated with ModelArts for later query, audit, and backtrack operations.

Prerequisites

CTS has been enabled. For details, see Enabling CTS.

Key Operations Recorded for Data Management

Table 1 Key operations that can be audited for data management

Operation	Resource Type	Trace Name
Creating a dataset	dataset	createDataset
Deleting a dataset	dataset	deleteDataset
Updating a dataset	dataset	updateDataset
Publishing a version of a dataset	dataset	publishDatasetVersion
Deleting a dataset version	dataset	deleteDatasetVersion
Synchronizing the data source	dataset	syncDataSource
Exporting a dataset	dataset	exportDataFromDataset
Importing samples to a dataset	dataset	importSamplesToDataset
Creating a dataset label	dataset	createLabel
Updating a dataset label	dataset	updateLabel
Deleting a dataset label	dataset	deleteLabel
Deleting a dataset label and its samples	dataset	deleteLabelWithSamples
Adding samples	dataset	uploadSamples
Deleting samples	dataset	deleteSamples

Key Operations Recorded for Development Environments

Table 2 Key operations that can be audited in the development environment

Operation	Resource Type	Trace Name
Creating a notebook instance	Notebook	create_instance
Deleting a notebook instance	Notebook	delete_instance
Starting a notebook instance	Notebook	change_instance_status
Stopping a notebook instance	Notebook	change_instance_status

Key Operations Recorded for Training Jobs

Table 3 Key operations that can be audited in a training job

Operation	Resource Type	Trace Name
Creating a training job	ModelArtsTrainJob	createModelArtsTrainJob
Creating a version of a training job	ModelArtsTrainJob	createModelArtsTrainVersion
Stopping a training job	ModelArtsTrainJob	stopModelArtsTrainVersion
Modifying the description of a training job	ModelArtsTrainJob	updateModelArtsTrainDesc
Deleting a training job version	ModelArtsTrainJob	deleteModelArtsTrainVersion
Deleting a training job	ModelArtsTrainJob	deleteModelArtsTrainJob
Creating a training job configuration	ModelArtsTrainConfig	createModelArtsTrainConfig
Modifying a training job configuration	ModelArtsTrainConfig	updateModelArtsTrainConfig
Deleting a training job configuration	ModelArtsTrainConfig	deleteModelArtsTrainConfig
Creating a visualization job	ModelArtsTensorboardJob	createModelArtsTensorboardJob
Deleting a visualization job	ModelArtsTensorboardJob	deleteModelArtsTensorboardJob
Modifying the description of a visualization job	ModelArtsTensorboardJob	updateModelArtsTensorboardDesc
Stopping a visualization job	ModelArtsTensorboardJob	stopModelArtsTensorboardJob
Restarting a visualization job	ModelArtsTensorboardJob	restartModelArtsgTensorboardJob

Key Operations Recorded for Model Management

Table 4 Key operations that can be audited for model management

Operation	Resource Type	Trace Name
Importing a model	model	addModel
Updating a model	model	updateModel
Deleting a model	model	deleteModel
Adding a model conversion task	convert	addConvert
Updating a model conversion task	convert	updateConvert
Deleting a model conversion task	convert	deleteConvert

Key Operations Recorded for Service Management

Table 5 Key operations that can be audited for service management

Operation	Resource Type	Trace Name
Deploying a model as a service	service	addService
Deleting a service	service	deleteService
Updating a service	service	updateService
Starting/stopping a service	service	startOrStopService
Adding an access key	service	addAkSk
Deleting an access key	service	deleteAkSk
Creating a dedicated resource pool	cluster	createCluster
Deleting a dedicated resource pool	cluster	deleteCluster
Adding a node to a dedicated resource pool	cluster	addClusterNode
Deleting a node from a dedicated resource pool	cluster	deleteClusterNode
Obtaing the result of creating a dedicated resource pool	cluster	createClusterResult

last updated: 2024-05-05 02:33