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Activity Tracker events

Activity Tracker events

You can see the events for actions for your provisioned services in the IBM Cloud Activity Tracker. You can use the information that is registered through the IBM Cloud Activity Tracker service to identify security incidents, detect unauthorized access, and comply with regulatory and internal auditing requirements.

To get started, provision an instance of the IBM Cloud Activity Tracker service. See IBM Cloud Activity Tracker.

View events in the Activity Tracker in the same IBM Cloud region where you provisioned your services. To view the account and user management events and other global platform events, you must provision an instance of the IBM Cloud Activity Tracker service in the Frankfurt (eu-de) region. See Platform services.

Events for account and user management

You can audit account and user management events in Activity Tracker, including:

  • Billing events
  • Global catalog events
  • IAM and user management events

For the complete list of account and user management events, see IBM Cloud docs: Auditing events for account management.

Events for Watson Studio

Events in Activity Tracker for Watson Studio
Action Description
data-science-experience.project.create Create a project.
data-science-experience.project.delete Delete a project.
data-science-experience.notebook.create Create a Notebook.
data-science-experience.notebook.delete Delete a Notebook.
data-science-experience.notebook.update Change the runtime service of a Notebook by selecting another one.
data-science-experience.rstudio.start Open RStudio.
data-science-experience.rstudio.stop RStudio session timed out.

Events for Decision Optimization

Events in Activity Tracker for Decision Optimization
Action Description
domodel.decision.create Create experiments
domodel.decision.update Update experiments
domodel.decision.delete Delete experiments
domodel.container.create Create scenarios
domodel.container.update Update scenarios
domodel.container.delete Delete scenarios
domodel.notebook.import Update a scenario from a notebook
domodel.notebook.export Generate a model notebook from a scenario
domodel.wml.export Generate Watson Machine Learning models from a scenario
domodel.solve.start Solve a scenario
domodel.solve.stop Cancel a solve

Events for feature groups

Events in Activity Tracker for feature groups (Watson Studio)
Action Description
data_science_experience.feature-group.retrieve Retrieve a feature group
data_science_experience.feature-group.create Create a feature group
data_science_experience.feature-group.update Update a feature group
data_science_experience.feature-group.delete Delete a feature group

Events for Watson Studio and IBM Knowledge Catalog

Events for asset management

Events in Activity Tracker for asset management in Watson Studio and IBM Knowledge Catalog
Action Description
datacatalog.asset.clone Copy an asset.
datacatalog.asset.create Create an asset.
datacatalog.data-asset.create Create a data asset.
datacatalog.folder-asset.create Create a folder asset.
datacatalog.type.create Create an asset type.
datacatalog.asset.publish Publish an asset.
datacatalog.asset.purge Delete an asset from the trash.
datacatalog.asset.restore Restore an asset from the trash.
datacatalog.asset.trash Send an asset to the trash.
datacatalog.asset.update Update an asset.
datacatalog.asset-access.update Update privacy settings of an asset.
datacatalog.asset-collaborators.update Update an asset collaborator.
datacatalog.asset-owner.update Update an asset owner.
datacatalog.published-asset.create Create a project asset in a catalog.
datacatalog.published-asset.update Update a catalog asset that started in a project.
datacatalog.cloned-asset.create Create a catalog asset in a project.
datacatalog.cloned-asset.update Update a project asset that started in a catalog.
datacatalog.promoted-asset.create Create a project asset in a space.
datacatalog.promoted-asset.update Update a space asset that started in a project.
datacatalog.asset-relationships.create Define a relationship between two assets.
datacatalog.asset-relationships.delete Delete a relationship between two assets.
datacatalog.asset.promote Promote an asset from project to space.

Events for asset attachments

Events in Activity Tracker for attachments
Action Description
datacatalog.attachment.create Create an attachment.
datacatalog.attachment.delete Delete an attachment.
datacatalog.attachment-resources.increase Increase resources for an attachment.
datacatalog.complete.transfer Mark an attachment as transfer complete.
datacatalog.attachment.update Update attachment metadata.

Events for asset attributes

Events in Activity Tracker for attributes
Action Description
datacatalog.attribute.create Create an attribute.
datacatalog.attribute.delete Delete an attribute.
datacatalog.attribute.update Update an attribute.

Events for connections

Events in Activity Tracker for connections
Action Description
wdp-connect-connection.connection.read Read a connection.
wdp-connect-connection.connection.get Retrieve a connection.
wdp-connect-connection.connection.get.list Get a list of connections.
wdp-connect-connection.connection.create Create a connection.
wdp-connect-connection.connection.delete Delete a connection.

Events for scheduling

Events in Activity Tracker for scheduling
Action Description
wdp.scheduling.schedule.update.failed An update to a schedule failed.
wdp.scheduling.schedule.create.failed The creation of a schedule failed.
wdp.scheduling.schedule.read Read a schedule.
wdp.scheduling.schedule.update Update a schedule.
wdp.scheduling.schedule.delete.multiple Delete multiple schedules.
wdp.scheduling.schedule.list List all schedules.
wdp.scheduling.schedule.create Create a schedule.

Events for Data Refinery flows

Events in Activity Tracker for Data Refinery flows
Action Description
data-science-experience.datarefinery-flow.read Read a Data Refinery flow
data-science-experience.datarefinery-flow.create Create a Data Refinery flow
data-science-experience.datarefinery-flow.delete Delete a Data Refinery flow
data-science-experience.datarefinery-flow.update Update (save) a Data Refinery flow
data-science-experience.datarefinery-flow.backup Clone (duplicate) a Data Refinery flow
data-science-experience.datarefinery-flowrun.create Create a Data Refinery flow job run
data-science-experience.datarefinery-flowrun-complete.update Complete a Data Refinery flow job run
data-science-experience.datarefinery-flowrun-cancel.update Cancel a Data Refinery flow job run

Events for DataStage flows

Events in Activity Tracker for DataStage flows
Action Description
datastage.flows.create Create a DataStage flow
datastage.flows.delete Delete a DataStage flow
datastage.flows.import Import a DataStage flow
datastage.flows.update Update a DataStage flow
datastage.flows.clone Clone or copy a DataStage flow
datastage.flows.export Export a DataStage flow
datastage.flows.lockcreate Lock a DataStage flow (prevent other users from updating the DataStage flow)
datastage.flows.lockdelete Unlock a DataStage flow (allow other users to update the DataStage flow)
datastage.flows.attachmentcreate Create an attachment for a DataStage flow

Events for DataStage migration

Events in Activity Tracker for DataStage migration
Action Description
datastage.migration.start Start the migration of an ISX file
datastage.migration.stop Stop the migration of an ISX file
datastage.migration.complete Completion of the migration of an ISX file

Events for IBM Knowledge Catalog

Events for catalogs

Events in Activity Tracker for catalogs in IBM Knowledge Catalog
Action Description
datacatalog.catalog.create Create a catalog.
datacatalog.property.create Create a catalog property.
datacatalog.catalog.delete Delete a catalog.
datacatalog.property.delete Delete a catalog property.
datacatalog.catalog.update Update a catalog.
datacatalog.property.update Update a catalog property.

Events for catalog collaborators

Events in Activity Tracker for catalog collaborators in IBM Knowledge Catalog
Action Description
datacatalog.members.create Create catalog collaborators.
datacatalog.members.delete Delete catalog collaborators.
datacatalog.members.update Update catalog collaborators.

Events for policies (legacy)

Events in Activity Tracker for policies in IBM Knowledge Catalog (legacy)
Action Description
wdp-policy-service.policy.create Create a policy.
wdp-policy-service.policy.update Update a policy.
wdp-policy-service.policy.delete Delete a policy.

Events for policy categories (legacy)

Events in Activity Tracker for categories in IBM Knowledge Catalog
Action Description
wdp-policy-service.policy_category.create Create a policy category.
wdp-policy-service.policy_category.update Update a policy category.
wdp-policy-service.policy_category.delete Delete a policy category.

Events for data policy rules (legacy)

Events in Activity Tracker for rules in IBM Knowledge Catalog
Action Description
wdp-policy-service.policy_rule.create Create a rule.
wdp-policy-service.policy_rule.update Update a rule.
wdp-policy-service.policy_rule.delete Delete a rule.

Events for business terms

Events in Activity Tracker for business terms in IBM Knowledge Catalog
Action Description
wkc-glossary-service.term.create Create business term.
wkc-glossary-service.term.createDraftForDelete Create draft for delete business term.
wkc-glossary-service.term.read Read business term.
wkc-glossary-service.term.update Update business term.
wkc-glossary-service.term.delete Delete business term.
wkc-glossary-service.term.publish Publish business term.
wkc-glossary-service.term.delete.relationship Delete business term relationship.
wkc-glossary-service.term.createRelationships Create term relationships.

Events for data classes

Events in Activity Tracker for data classes in IBM Knowledge Catalog
Action Description
wkc-glossary-service.data class.create Create data class.
wkc-glossary-service.data_class.createDraftForDelete Create draft for delete data class.
wkc-glossary-service.data class.read Read data class.
wkc-glossary-service.data class.update Update data class.
wkc-glossary-service.data class.delete Delete data class.
wkc-glossary-service.data class.delete.relationship Delete data class relationship.
wkc-glossary-service.data class.createRelationships Create data class relationships.
wkc-glossary-service.data class.publish Publish data class.
wkc-glossary-service.data class.test Test data class.

Events for classifications

Events in Activity Tracker for classifications in IBM Knowledge Catalog
Action Description
wkc-glossary-service.classification.create Create classification.
wkc-glossary-service.classification.createDraftForDelete Create draft for delete classification.
wkc-glossary-service.classification.read Read classification.
wkc-glossary-service.classification.update Update classification.
wkc-glossary-service.classification.delete Delete classification.
wkc-glossary-service.classification.delete.relationship Delete classification relationship.
wkc-glossary-service.classification.createRelationships Create classification relationships.
wkc-glossary-service.classification.publish Publish classification.

Events for reference data sets

Events in Activity Tracker for reference data sets in IBM Knowledge Catalog
Action Description
wkc-glossary-service.reference data.create Create reference data set.
wkc-glossary-service.reference data values.create Create reference data values.
wkc-glossary-service.reference data values.import.create Create reference data values through import.
wkc-glossary-service.reference data values.import.read Read reference data values for import.
wkc-glossary-service.reference data values.import.cancel Cancel import of reference data values.
wkc-glossary-service.reference data.read Read reference data set.
wkc-glossary-service.reference data.delete Delete reference data set.
wkc-glossary-service.reference data value.delete Delete reference data value.
wkc-glossary-service.reference data value.archive Archive reference data value.
wkc-glossary-service.reference data.publish Publish reference data set.
wkc-glossary-service.reference data.createRelationships Create reference data set relationships.
wkc-glossary-service.reference data values.createRelationships Create reference data value relationships.
wkc-glossary-service.reference data.delete.relationship Delete reference data set relationships.
wkc-glossary-service.reference data values.delete.relationship Delete reference data value relationships.

Events for custom attribute definitions

Events in Activity Tracker for custom attribute definitions in IBM Knowledge Catalog
Action Description
wkc-glossary-service.custom attribute definition.create Create custom attribute definition.
wkc-glossary-service.custom attribute definition.read Read custom attribute definition.
wkc-glossary-service.custom attribute definition.update Update custom attribute definition.
wkc-glossary-service.custom attribute definition.delete Delete custom attribute definition.

Events for custom columns

Events in Activity Tracker for custom columns in IBM Knowledge Catalog
Action Description
wkc-glossary-service.custom column.create Create custom column.
wkc-glossary-service.custom column.delete Delete custom column.

Events for the activity log

<asset_type> can be glossary_term, category, classification, data_class, reference_data, policy, or rule.

Events in Activity Tracker for the activity log in IBM Knowledge Catalog
Action Description
wkc-glossary-service.<asset_type>.log.add Create activity log entry.
wkc-glossary-service.<asset_type>.comment.get Get activity log details entry.
wkc-glossary-service.<asset_type>.comment.add Create activity log details entry.
wkc-glossary-service.<asset_type>.comment.delete Delete activity log details entry.
wkc-glossary-service.<asset_type>.comment.replace Replace activity log details.

Events for categories

Events in Activity Tracker for categories in IBM Knowledge Catalog
Action Description
wkc-glossary-service.category.create Create category.
wkc-glossary-service.category.read Read category.
wkc-glossary-service.category.update Update category.
wkc-glossary-service.category.delete Delete category.
wkc-glossary-service.category.addArtifact Add to category.
wkc-glossary-service.category.removeArtifact Remove from category.
wkc-glossary-service.category.readHierarchy Read category hierarchy.
wkc-glossary-service.category.readRoot Read category root.
wkc-glossary-service.category.readArtifacts Read category artifacts.
wkc-glossary-service.category.readArtifacts.get Read category artifacts get.
wkc-glossary-service.category.readCollaborators Read category collaborators.
wkc-glossary-service.category.createCollaborator Create category collaborator.
wkc-glossary-service.category.deleteCollaborator Delete category collaborator.

Events for policies

Events in Activity Tracker for policies in IBM Knowledge Catalog
Action Description
wkc-glossary-service.policy.create Create policy.
wkc-glossary-service.policy.update Update policy.
wkc-glossary-service.policy.updateDprRuleRelationships Update data protection rule (DPR) relationships of a published policy.
wkc-glossary-service.policy.delete Delete policy.
wkc-glossary-service.policy.read Read policy.
wkc-glossary-service.policy.publish Publish policy.
wkc-glossary-service.policy.createDraftForDelete Create draft for delete policy.
wkc-glossary-service.policy.createRelationships Create policy relationships.

Events for rules

Events in Activity Tracker for rules in IBM Knowledge Catalog
Action Description
wkc-glossary-service.rule.create Create rule.
wkc-glossary-service.rule.read Read rule.
wkc-glossary-service.rule.update Update rule.
wkc-glossary-service.rule.delete Delete rule.
wkc-glossary-service.rule.createRelationships Create rule relationships.
wkc-glossary-service.rule.publish Publish rule.
wkc-glossary-service.rule.createDraftForDelete Create draft for delete rule.

Events for governance artifacts

Events in Activity Tracker for governance artifacts in IBM Knowledge Catalog
Action Description
wkc-glossary-services.artifacts.search Search governance artifact.
wkc-glossary-service.artifacts.export Export.
wkc-glossary-service.artifacts.import Import.
wkc-glossary-service.artifacts.import.status Import status.
wkc-glossary-service.artifacts.import.cleanup Import cleanup.
wkc-glossary-service.artifacts.delete Delete governance artifacts.
wkc-glossary-services.artifacts.resync Governance artifacts synchronization.

Events for data location rules

Events in Activity Tracker for data location rules in IBM Knowledge Catalog
Action Description
wdp-policy-service.policy_rule.create Create rule.
wdp-policy-service.policy_rule.update Update rule.
wdp-policy-service.policy_rule.delete Delete rule.

Events for the data policy service

Events in Activity Tracker for the data policy service in IBM Knowledge Catalog
Action Description
wkc-glossary-service.artifacts.dps.read Read governance artifacts for the data policy service.
wkc-glossary-service.relationships.dps.read Read governance relationships for the data policy service.

Events for artifact deletion workflow

Events in Activity Tracker for artifact deletion
Action Description
wkc-glossary-service.artifacs.discard Deletion workflow.

Events for metadata import

Events in Activity Tracker for metadata import
Action Description
datacatalog.metadata-import.create Create a metadata import asset.
datacatalog.metadata-import.update Update a metadata import asset.
datacatalog.metadata-import.delete Delete a metadata import asset.

Events for metadata enrichment

Events in Activity Tracker for metadata enrichment
Action Description
datacatalog.metadata-enrichment-area.create Create a metadata enrichment asset.
datacatalog.metadata-enrichment-area.update Update a metadata enrichment asset.
datacatalog.metadata-enrichment-area.delete Delete a metadata enrichment asset.
wkc-mde-service-manager.jobrun-enrichment.create Trigger a new metadata enrichment job run.
wkc-mde-service-manager.jobrun-enrichment.stop Stop a running metadata enrichment job.
wkc-mde-service-manager.jobrun-enrichment.pause Pause a running metadata enrichment job.
wkc-mde-service-manager.jobrun-enrichment.resume Resume a paused metadata enrichment job run.
wkc-mde-service-manager.jobrun-publish.create Trigger a new metadata publish job run.
wkc-mde-service-manager.jobrun-publish.stop Stop a running metadata publish job.
wkc-mde-service-manager.jobrun-key-analysis.create Trigger a new key analysis job run.
wkc-mde-service-manager.jobrun-key-analysis.stop Stop a running key analysis job.

Events for the reporting service

Events in Activity Tracker for the reporting service
Action Description
wkc-bi-data-service.register.tenant Register the tenant.
wkc-bi-data-service.update.registration Update registered tenant.
wkc-bi-data-service.start.synchronization Start data synchronization to BI data mart.
wkc-bi-data-service.pause.synchronization Pause data synchronization to BI data mart.
wkc-bi-data-service.resume.synchronization Resume data synchronization to BI data mart.
wkc-bi-data-service.stop.synchronization Stop data synchronization to BI data mart.
wkc-bi-data-service.retry_skipped.synchronization Retry assets/artifacts which were skipped while sync on error for given tenant_id.
wkc-bi-data-service.stop_retry_skipped.synchronization Stop and retry assets/artifacts which were skipped while sync on error for given tenant_id
wkc-bi-data-service.deregister.tenant Unegister the tenant.
wkc-bi-data-service.deregister_draft.tenant Delete Draft Registration of the IBM Knowledge Catalog tenant for synchronization.
wkc-bi-data-service.apikey.rotate Rotate API key for given tenant_id.

Events for profiling

Events in Activity Tracker for profiling
Action Description
wdp-profiling.profile.start Initiate profiling.
wdp-profiling.profile.create Create a profile.
wdp-profiling.profile.delete Delete a profile.
wdp-profiling.profile.read Read a profile.
wdp-profiling.profile.list List the profiles of a data asset.
wdp-profiling.profile.update Update a profile.
wdp-profiling.profile.asset-classification.update Update the asset classification of a profile.
wdp-profiling.profile.column-classification.update Update the column classification of a profile.
wdp-profiling.profile.create.failed Profile could not be created.
wdp-profiling.profile.delete.failed Profile could not be deleted.
wdp-profiling.profile.read.failed Profile could not be read.
wdp-profiling.profile.list.failed Profiles could not be listed.
wdp-profiling.profile.update.failed Profile could not be updated.
wdp-profiling.profile.asset-classification.update.failed Asset classification of the profile could not be updated.
wdp-profiling.profile.column-classification.update.failed Column classification of the profile could not be updated.

Events for profiling options

Events in Activity Tracker for profiling options
Action Description
wdp-profiling.profile_options.create Create profiling options.
wdp-profiling.profile_options.read Read profiling options.
wdp-profiling.profile_options.update Update profiling options.
wdp-profiling.profile_options.delete Delete profiling options
wdp-profiling.profile_options.create.failed Profiling options could not be created.
wdp-profiling.profile_options.read.failed Profiling options could not be read.
wdp-profiling.profile_options.update.failed Profiling options could not be updated.
wdp-profiling.profile_options.delete.failed Profiling options could not be deleted.

Events for the data quality service

Events in Activity Tracker for the data quality service
Action Description
dq.dimensions.read Read the data quality dimension
dq.rules.delete Delete the data quality rules
dq.rules.read Read the data quality rules
dq.rule.create Create the data quality rule
dq.rules.export Export the data quality rules
dq.rules.import Import the data quality rules
dq.rule.test Test the data quality rule
dq.rule.validate Validate the data quality rule
dq.rule.delete Delete the data quality rule
dq.rule.read Read the data quality rule
dq.rule.patch Patch the data quality rule
dq.rule.update Update the data quality rule
dq.rule.execute Execute the data quality rule
dq.ruledefs.delete Delete the data quality definitions
dq.ruledefs.read Read the data quality definitions
dq.ruledef.create Create the data quality definition
dq.ruledefs.export Export the data quality definitions
dq.ruledefs.import Import the data quality definitions
dq.ruledef.validate Validate the data quality definition
dq.ruledef.delete Delete the data quality definition
dq.ruledef.read Read the data quality definition
dq.ruledef.patch Patch the data quality definition
dq.ruledef.update Update the data quality definition
dq.rule.executions.delete Delete the data quality rule executions
dq.rule.executions.read Read the data quality rule executions
dq.rule.execution.create Create the data quality rule execution
dq.rule.execution.reinit Reinitialize the data quality rule execution status
dq.rule.execution.read Read the data quality rule execution
dq.rule.execution.output Get the data quality rule output

Events for feature groups

Events in Activity Tracker for feature groups (IBM Knowledge Catalog)
Action Description
data_catalog.feature-group.retrieve Retrieve a feature group
data_catalog.feature-group.create Create a feature group
data_catalog.feature-group.update Update a feature group
data_catalog.feature-group.delete Delete a feature group

Events for data lineage

Events in Activity Tracker for data lineage IBM Manta Data Lineage
Action Description
technologies.list List of all technologies in the database.
ID.technology.get Get technology details based on the ID of the requested technology.
ID.technology_children.list List technology children based on the ID of the parent asset.
licensing_tenants.list List licensing tenants.
ID.licensing_tenant.get Get a licensing tenant by licensing tenant ID.
lineage_assets.list List lineage assets.
ID.lineage_asset.get Get lineage asset details based on the ID of the requested asset.
ID.lineage_asset_children.list List lineage asset children based on the ID of the parent asset.
ID.lineage_asset_source_code.get Get source code that was used to define the asset.
lineage_assets.list Search and filter lineage assets.
lineage_asset_names.list Need input
lineage_asset.update Need input
lineage_asset_types.list Need input
ID.entity_subgraph.get Get entity graph including entity and relationships.
ID.entity_provider_metadata.get Get entity provider metadata such provider ID and provider properties.
entity_id.get Get entity by provider metadata.
lineage_asset_id.list List lineage asset ID by container ID and source asset ID.
query_lineage.get Queries the data flow and returns a subset of the lineage graph.
query_summary_edge_assets.get Gets assets that are hidden by a summary edge.
query_relative_assets.get Get query relative assets.
licensing_plans.list List licensing plans.
licensing_sources.list List licensing sources.
ID.licensing_source.get Get a licensing source by licensing source ID.
licensing_technologies.list List licensing technologies.
ID.licensing_technology.get Get a licensing technology by licensing technology ID.
linensing_tenants.list List licensing tenants.
ID.licensing_tenant.get Get a licensing tenant by licensing tenant ID.

Events for Watson Machine Learning

Events for Watson Machine Learning deployments

Events in Activity Tracker for Watson Machine Learning deployments
Action Description
pm-20.deployment.create Create a Watson Machine Learning deployment.
pm-20.deployment.read Get a Watson Machine Learning deployment.
pm-20.deployment.update Update a Watson Machine Learning deployment.
pm-20.deployment.delete Delete a Watson Machine Learning deployment.
pm-20.deployment_job.create Create a Watson Machine Learning deployment job.
pm-20.deployment_job.read Get a Watson Machine Learning deployment job.
pm-20.deployment_job.delete Delete a Watson Machine Learning deployment job.

Events for Watson Machine Learning instances

Action Description
pm-20.instance.create Create a new instance of Watson Machine Learning
pm-20.instance.restore Restore a deleted instance of Watson Machine Learning
pm-20.instance.delete Delete an instance of Watson Machine Learning

Events for SPSS Modeler flows

Events in Activity Tracker for SPSS Modeler flows
Action Description
data-science-experience.modeler-session.create Create a new SPSS Modeler session.
data-science-experience.modeler-flow.send Store the current SPSS Modeler flow.
data-science-experience.modeler-flows-user.receive Get the current user information.
data-science-experience.modeler-flow-preview.create Preview a node in an SPSS Modeler flow.
data-science-experience.modeler-examples.receive Get the list of example SPSS Modeler flows.
data-science-experience.modeler-runtimes.receive Get the list of available SPSS Modeler runtimes.
data-science-experience.lock-modeler-flow.enable Allocate the lock for the SPSS Modeler flow to the user.
data-science-experience.project-name.receive Get the name of the project.

Event for model visualizations

Event in Activity Tracker for modeler visualizations
Action Description
pm-20.model.visualize Visualize model output. The model output can have a single model, ensemble models, or a time-series model. The visualization type can be single, auto, or time-series. This visualization type is in requestedData section.

Events for Watson Machine Learning training assets

Event in Activity Tracker for Watson Machine Learning training assets
Action Description
pm-20.training.authenticate Authenticate user.
pm-20.training.authorize Authorize user.
pm-20.training.list List all of training.
pm-20.training.get Get one training.
pm-20.training.create Start a training.
pm-20.training.delete Stop a training.

Events for Watson Machine Learning repository assets

The deployment events are tracked for these Watson Machine Learning repository assets:

Event in Activity Tracker for Watson Machine Learning repository assets
Asset type Description
wml_model Represents a machine learning model asset.
wml_model_definition Represents the code that is used to train one or more models.
wml_pipeline Represents a hybrid-pipeline, a SparkML pipeline or a sklearn pipeline that is represented as a JSON document that is used to train one or more models.
wml_experiment Represents the assets that capture a set of wml_pipeline or wml_model_definition assets that are trained at the same time on the same data set.
wml_function Represents a Python function (code is packaged in a compressed file) that will be deployed as online deployment in Watson Machine Learning. This code needs to contain a score(...) python function.
wml_training_definition Represents the training metadata necessary to start a training job.
wml_deployment_job_definition Represents the deployment metadata information to create a batch job in WML. This asset type contains the same metadata that is used by the /ml/v4/deployment_jobs endpoint. When you submit batch deployment jobs, you can either provide the job definition inline or reference a job definition in a query parameter.

These activities are tracked for each asset type:

Event in Activity Tracker for Watson Machine Learning repository assets
Action Description
pm-20.<asset_type>.list List all of the specified asset type.
pm-20.<asset_type>.create Create one of the specified asset types.
pm-20.<asset_type>.delete Delete one of the specified asset types.
pm-20.<asset_type>.update Update a specified asset type.
pm-20.<asset_type>.read View a specified asset type.
pm-20.<asset_type>.add Add a specified asset type.

Events for IBM Match 360 with Watson

Events in Activity Tracker for IBM Match 360 with Watson
Action Description
mdm-oc.data.read Read access operations on the Data microservice.
mdm-oc.data.write Write access operations on the Data microservice.
mdm-oc.data.manage Manage operations on the Data microservice.
mdm-oc.matching.read Read access operations on the Matching microservice.
mdm-oc.matching.write Write access operations on the Matching microservice.
mdm-oc.matching.manage Manage access operations on the Matching microservice.
mdm-oc.model.read Read access operations on the Model microservice.
mdm-oc.model.write Write access operations on the Model microservice.
mdm-oc.model.manage Manage operations on the Model microservice.
mdm-oc.configurator.read Read access operations on the Configuration microservice.
mdm-oc.configurator.manage Manage operations on the Configuration microservice.
mdm-oc.pairs-analysis.read Read access operations on the Pair Analysis microservice.
mdm-oc.pairs-analysis.write Write access operations on the Pair Analysis microservice.
mdm-oc.job.read Read access operations on the Jobs microservice.
mdm-oc.job.write Write access operations on the Jobs microservice.
mdm-oc.matching.datasteward Data stewards access operations on the Job Analysis microservice.

Events for Watson Query

After you navigate to Observability > Activity Tracker, you can filter the dv-engine.log to see the list of events.

List of events and event descriptions
Action Procedure / Function Description
data-virtualization.batch-alter-connection-privilege.create BATCH_ALTER_CONNECTION_PRIVILEGE Batch alter connection privilege
data-virtualization.ccid.update UPDATECCID Update the CCID of all connection
data-virtualization.CIDs-for-virtual-table.list RETRIEVECIDSFORVIRTUALTABLES Retrieve the CID information for Virtual Tables
data-virtualization.config.delete DELETEDEFAULTCATALOGGUID, SETCATALOGPUBLISHSERVICE Delete the DEFAULT_CATALOG_GUID value or the CATALOG_PUBLISH_SERVICE_ID and CATALOG_PUBLISH_SERVICE_API_KEY values
data-virtualization.config.update TOGGLECONFIGAPIS, TOGGLEWKCPOLICYENFORCEMENT, SETWKCPEPCACHECONFIG, TOGGLESTRICTFLAG, TOGGLEVAULTFORREMOTEAGENT, SETDEFAULTCATALOGGUID Toggle or update the key value in the INSTANCE_INFO table
data-virtualization.config-data.restore RESTORECONFIG Restore config data
data-virtualization.config-properties10.update SETCONFIGPROPERTIES Set up to 10 configuration properties
data-virtualization.config-propertiy.update SETCONFIGPROPERTY Set a configuration property
data-virtualization.connection-privilege.create GRANT_CONNECTION_PRIVILEGE Grant connection privilege
data-virtualization.connection-privilege.revoke REVOKE_CONNECTION_PRIVILEGE Revoke connection privilege
data-virtualization.connector-config-hash.create GENERATECONFIGHASH Generate the configuration
data-virtualization.constellation.create DEFINE_CONSTELLATION Define a Constellation
data-virtualization.COS-buckets.list LISTCOSBUCKETS List cloud object storage buckets
data-virtualization.COS-connection-status.get GETCOSCONNECTIONSTATUS Get the COS Connection status
data-virtualization.COS-object.get PREVIEWCOSOBJECT Preview cloud object storage objects
data-virtualization.COS-objects.list LISTCOSOBJECTS List cloud object storage objects
data-virtualization.COS-schema.get GETCOSSCHEMA Get cloud object storage schema
data-virtualization.data-source-connection.create SETRDBCX Define a new data source connection
data-virtualization.data-source-connection.delete REMOVERDBCX Remove a data source connection
data-virtualization.decrypted-config.get GETCATALOGPUBLISHSERVICEID, GETCATALOGPUBLISHSERVICEAPIKEY Get the decrypted key value of CATALOG_PUBLISH_SERVICE_ID and CATALOG_PUBLISH_SERVICE_API_KEY
data-virtualization.encrypted-config.update SETCATALOGPUBLISHSERVICE Encrypt and set the CATALOG_PUBLISH_SERVICE_ID and CATALOG_PUBLISH_SERVICE_API_KEY values
data-virtualization.execution-info.get GETEXECUTIONINFO Return execution information from the log file on each node in the constellation
data-virtualization.jdbc-url.get BUILDURLANDDRIVER Generate the JDBC URL and JDBC Driver string
data-virtualization.logged-queries.get GETLOGGEDQUERIES Get a resultset mapping query IDs to the query text
data-virtualization.log-level.update SETADMINLOGLEVEL Set the log level
data-virtualization.logs-with-marker.backup ARCHIVELOGS Archive the current logs
data-virtualization.object-store-connection.create SETCOSCONN Define a cloud object store connection
data-virtualization.object-store-connection.delete REMOVECOSCONN Remove a cloud object store connection
data-virtualization.performance-metrics.get GETPERFORMANCE Get the performance metrics
data-virtualization.query-stats-cache.backup ARCHIVEQUERYSTATS Archive the content of the DVSYS.QUERYSTATS view
data-virtualization.RCAC-on-catalog-tables.update TOGGLE_RCAC_ON_CATALOG_TABLES Enable/disable row access control on Db2 catalog tables
data-virtualization.refresh-schema-map.update REFRESH_SRC_SCHEMA_MAP Refresh schema map
data-virtualization.remote-certificate.update UPDATEREMOTECACERT Update remote certificate
data-virtualization.remote-gaian-node.update UPDATEREMOTECONNECTOR, UPDATEREMOTECACERT Upgrade the remote connectors or certificate
data-virtualization.table.delete DROPTABLE Remove a table
data-virtualization.table-statistics.create COLLECT_STATISTICS Gather statistics on a virtualized table
data-virtualization.transfer-ownership-of-connection.create TRANSFER_CONNECTION_OWNER Transfer ownership of connection
data-virtualization.virtual-object-store.create VIRTUALIZECOSOBJECT Return the schema from an ORC or Parquet file on a cloud object store
data-virtualization.virtualized-file.create VIRTUALIZEFILE Virtualize a table from a file
data-virtualization.virtualized-table.create VIRTUALIZETABLE Virtualize a table
data-virtualization.virtualizeNativeQuery.create VIRTUALIZENATIVEQUERY Create nickname (virtualized table) with appropriate definition for a native query
data-virtualization.encrypted-key.update SETDVAASUSERAPIKEY Update encrypted key for cloud environment
data-virtualization.encrypted-key.get GETDVAASUSERAPIKEY Get encrypted user key for cloud environment

Events for model evaluation (Watson OpenScale)

Events for public APIs

Events in Activity Tracker for Watson OpenScale public APIs
Action Description
aiopenscale.metrics.create Store metric in the Watson OpenScale instance
aiopenscale.payload.create Log payload in the Watson OpenScale instance

Events for private APIs

Events in Activity Tracker for Watson OpenScale private APIs
Action Description
aiopenscale.datamart.configure Configure the Watson OpenScale instance
aiopenscale.datamart.delete Delete the Watson OpenScale instance
aiopenscale.binding.create Add service binding to the Watson OpenScale instance
aiopenscale.binding.delete Delete service binding from the Watson OpenScale instance
aiopenscale.subscription.create Add subscription to the Watson OpenScale instance
aiopenscale.subscription.delete Delete subscription from the Watson OpenScale instance

Parent topic: Administration

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