Cloudera Ml API

The Ml API from Cloudera — 59 operation(s) for ml.

Business capability
Artificial Intelligence Management BC-610.60

Operations 59

Each operation below carries the questions people ask an LLM about it and the instructions they give an agent to run it. Generated by API Evangelist overlay

POST /api/v1/ml/addInstanceGroups Add instance groups to an AI workbench · Add new Cloudera AI workbench cluster instance groups #
Ask an LLM
“How do I add more instance groups to a Cloudera AI workbench cluster?”
“Can I add new instance groups to a workbench that's already running?”
Tell an agent
Add instance groups {instanceGroups} to workbench {workspaceCrn}.
Extend workbench {workspaceCrn} with the instance groups {instanceGroups}.
POST /api/v1/ml/addInstanceGroupsMlServingApp Add instance groups to an inference service · Add instance group to an existing Cloudera AI Inference Service instance #
Ask an LLM
“Can I add an instance group to an existing AI Inference Service instance?”
“What's needed to give an inference service more node groups?”
Tell an agent
Add instance groups {instanceGroups} to inference service {appCrn}.
Extend AI Inference Service {appCrn} with {instanceGroups}.
POST /api/v1/ml/backupWorkspace Back up an AI workbench · Backup a Cloudera AI workbench #
Ask an LLM
“How do I back up a Cloudera AI workbench?”
“Can I set a timeout on a workbench backup job?”
Tell an agent
Back up workbench {workspaceCrn} as {backupName}.
Create backup {backupName} of {workspaceCrn} with a {backupJobTimeoutMinutes}-minute timeout.
POST /api/v1/ml/createFileReplica Create a file system replica for a workbench · Create file system replica #
Ask an LLM
“Can I replicate a workbench's project files to a replica file system?”
“What sets up file system replication for a workbench ahead of a disaster?”
Tell an agent
Create a file system replica for workbench {workspaceCrn}.
Set up project file replication on {workspaceCrn}.
POST /api/v1/ml/createMlServingApp Deploy an AI Inference Service · Deploys Cloudera AI Inference Service into an existing Kubernetes cluster #
Ask an LLM
“How do I deploy Cloudera AI Inference Service into an environment?”
“Can I use a public load balancer for a new inference service?”
Tell an agent
Deploy AI Inference Service {appName} in environment {environmentCrn}.
Create inference service {appName} on {environmentCrn} with public load balancer set to {usePublicLoadBalancer}.
POST /api/v1/ml/createModelRegistry Create a model registry · Creates a new model registry #
Ask an LLM
“What does it take to create a new model registry?”
“Can I back a model registry with my own S3 bucket?”
Tell an agent
Create a model registry in environment {environmentName}.
Create a model registry in {environmentName} using S3 bucket {s3Bucket}.
POST /api/v1/ml/createWorkspace Create an AI workbench · Create a Cloudera AI workbench #
Ask an LLM
“How do I provision a new Cloudera AI workbench?”
“Can I enable model metrics and monitoring when creating a workbench?”
Tell an agent
Create workbench {workspaceName} in environment {environmentName}.
Create workbench {workspaceName} in {environmentName} with private cluster set to {privateCluster}.
POST /api/v1/ml/deleteBackup Delete a workbench backup · Deletes a backup snapshot #
Ask an LLM
“Can I delete an old workbench backup snapshot?”
“Is there a way to remove a workbench backup I no longer need?”
Tell an agent destructive · confirm first
Delete backup {backupCrn}.
Remove workbench backup snapshot {backupCrn}.
POST /api/v1/ml/deleteFileReplica Remove project file replication · Delete existing replication for project files #
Ask an LLM
“Can I stop replicating a workbench's project files?”
“What do I call to delete the replica configuration for a workbench?”
Tell an agent destructive · confirm first
Delete file replication for workbench {workspaceCrn}.
Turn off project file replication on {workspaceCrn}.
POST /api/v1/ml/deleteInstanceGroup Delete an instance group from a workbench · Deletes an instance group from the cluster #
Ask an LLM
“Can I remove an instance group from a Cloudera AI workbench?”
“Which details do I need to delete a node group from a workbench cluster?”
Tell an agent destructive · confirm first
Delete instance group {instanceGroupName} from workbench {workspaceCrn}.
Remove the {instanceGroupName} group from {workspaceCrn}.
POST /api/v1/ml/deleteInstanceGroupMlServingApp Delete an instance group from an inference service · Deletes an instance group from a Cloudera AI Inference Service instance #
Ask an LLM
“Can I remove an instance group from an AI Inference Service instance?”
“Is it possible to shrink an inference service by dropping a node group?”
Tell an agent destructive · confirm first
Delete instance group {instanceGroupName} from inference service {appCrn}.
Remove the {instanceGroupName} group from AI Inference Service {appCrn}.
POST /api/v1/ml/deleteMlServingApp Delete an AI Inference Service instance · Deletes Cloudera AI Inference Service instance #
Ask an LLM
“Does deleting an AI Inference Service instance also delete its Kubernetes cluster?”
“Can I force-delete an inference service?”
Tell an agent destructive · confirm first
Delete inference service {appCrn}.
Delete AI Inference Service {appCrn} with force set to {force}.
POST /api/v1/ml/deleteModelRegistry Delete a model registry · Deletes a model registry #
Ask an LLM
“How do I delete a model registry?”
“Can I force the deletion of a model registry?”
Tell an agent destructive · confirm first
Delete model registry {modelRegistryCrn}.
Delete model registry {modelRegistryCrn} with force set to {force}.
POST /api/v1/ml/deleteWorkspace Delete an AI workbench · Delete Cloudera AI workbench #
Ask an LLM
“How do I delete a Cloudera AI workbench?”
“Can I also remove the workbench's storage when deleting it?”
Tell an agent destructive · confirm first
Delete workbench {workspaceCrn} with force {force}.
Delete workbench {workspaceName} in {environmentName}, force {force}, removing storage {removeStorage}.
POST /api/v1/ml/describeMlServingApp Get an AI Inference Service's details · Describe Cloudera AI Inference Service instance #
Ask an LLM
“What's the status of my AI Inference Service instance?”
“Can I see how an inference service is configured?”
Tell an agent
Describe inference service {appCrn}.
Show details for AI Inference Service {appCrn}.
POST /api/v1/ml/describeModelRegistry Describe a model registry (deprecated) · Deprecated: Cloudera AI Model Registry is now deprecated #
Ask an LLM
“Is the single model registry describe call still supported?”
“Can I still look up one model registry with the deprecated describe operation?”
Tell an agent
Describe model registry {modelRegistryCrn} using the deprecated call.
Show details of model registry {modelRegistryCrn}.
POST /api/v1/ml/describeWorkspace Get an AI workbench's details · Describe Cloudera AI workbench #
Ask an LLM
“What's the current state of my Cloudera AI workbench?”
“Can I look up a workbench by environment and name instead of CRN?”
Tell an agent
Describe workbench {workspaceCrn}.
Show workbench {workspaceName} in environment {environmentName}.
POST /api/v1/ml/describeWorkspaceBackup Get a workbench backup's details · Describe backup snaphot of a workbench #
Ask an LLM
“What's in a specific workbench backup snapshot?”
“Can I check the status of one workbench backup?”
Tell an agent
Describe backup {backupCrn}.
Show details of workbench backup {backupCrn}.
POST /api/v1/ml/failOverFileSystem Fail over a workbench to its replica file system · Failover to replica file system #
Ask an LLM
“How do I fail over to the replica file system after a disaster?”
“Can I switch a workbench to its replicated file system?”
Tell an agent
Fail over workbench {workspaceCrn} to its replica file system.
Switch {workspaceCrn} to the replica file system.
POST /api/v1/ml/fetchAiRegistriesStorageConfig Get AI Registry storage config for inference · Fetch AI Registry storage configuration for a Cloudera AI Inference Service #
Ask an LLM
“Which AI Registries are linked to my inference service and what S3 settings do they use?”
“Can I check the link status of AI Registries for an inference service?”
Tell an agent
Fetch AI Registry storage config for inference service {appCrn}.
Show registry S3 settings and link status for {appCrn}.
POST /api/v1/ml/getAuditEvents Get audit events for a workbench · Gets all the events belong to a workbench crn #
Ask an LLM
“What events have been recorded for my workbench?”
“Can I get audit events for a specific resource?”
Tell an agent
Get audit events for workbench {workspaceCrn}.
List audit events for resource {resourceCrn}.
POST /api/v1/ml/getKubeconfig Get the kubeconfig for an AI workbench · ListWorkspaceAccess Cloudera AI workbench #
Ask an LLM
“Can I download the kubeconfig for a Cloudera AI workbench cluster?”
“Where do I get Kubernetes credentials to run kubectl against a workbench?”
Tell an agent
Get the kubeconfig for workbench {workspaceCrn}.
Download kubeconfig for workbench {workspaceName} in {environmentName}.
POST /api/v1/ml/getLatestModelRegistryVersion Get the latest model registry version · GetLatestModelRegistryVersion Cloudera AI Registry #
Ask an LLM
“What's the latest version Cloudera AI deploys for model registries?”
“Is my model registry behind the newest release?”
Tell an agent
Get the latest model registry version.
Show the newest version available for model registries.
POST /api/v1/ml/getLatestWorkspaceVersion Get the latest workbench version · GetLatestWorkspaceVersion Cloudera AI workbench #
Ask an LLM
“What's the latest version Cloudera AI deploys to workbenches?”
“Is there a newer workbench version I can upgrade to?”
Tell an agent
Get the latest workbench version.
Show the newest Cloudera AI workbench release.
POST /api/v1/ml/getLogs Get logs for a request · Gets all the logs belong to a request id #
Ask an LLM
“Can I fetch the logs for a specific request ID?”
“Is it possible to page through request logs instead of fetching them all?”
Tell an agent
Get logs for request {requestID}.
Fetch all logs for request {requestID} on workbench {workspaceCrn}.
POST /api/v1/ml/getMlServingAppKubeconfig Get kubeconfig for an inference service cluster · Return kubeconfig for a Cloudera AI Inference Service Kubernetes cluster #
Ask an LLM
“Can I get the kubeconfig for an AI Inference Service cluster?”
“Where do I find kubectl credentials for my inference service?”
Tell an agent
Get the kubeconfig for inference service {appCrn}.
Download kubeconfig of AI Inference Service {appCrn}.
POST /api/v1/ml/getModelRegistryKubeconfig Get kubeconfig for a model registry cluster · GetModelRegistryKubeconfig returns kube config for model registry #
Ask an LLM
“Can I get the kubeconfig for a model registry cluster?”
“Where are the kubectl credentials for my model registry?”
Tell an agent
Get the kubeconfig for model registry {modelRegistryCrn}.
Download kubeconfig of model registry {modelRegistryCrn}.
POST /api/v1/ml/grantMlServingAppAccess Grant a user admin access to an inference cluster · Grants admin access to a Cloudera AI Inference Service cluster #
Ask an LLM
“How do I give an AWS user Kubernetes admin access to an inference service cluster?”
“Can I grant cluster access on an AI Inference Service to another user?”
Tell an agent
Grant {identifier} access to inference service {resourceCrn}.
Give AWS user {identifier} Kubernetes admin rights on AI Inference Service {resourceCrn}.
POST /api/v1/ml/grantModelRegistryAccess Grant a user access to a model registry cluster · GrantModelRegistryAccess Cloudera AI Model Registry #
Ask an LLM
“Can I let an AWS user run Kubernetes operations on a model registry?”
“What do I need to grant EKS access to a model registry?”
Tell an agent
Grant {identifier} access to model registry {resourceCrn}.
Give AWS user {identifier} Kubernetes access on model registry {resourceCrn}.
POST /api/v1/ml/grantWorkspaceAccess Grant a user access to a workbench cluster · GrantWorkspaceAccess Cloudera AI workbench #
Ask an LLM
“How do I give an AWS user kubectl access to a Cloudera AI workbench?”
“Can I grant EKS access to a workbench by user ARN?”
Tell an agent
Grant user {arn} access to workbench {workspaceCrn}.
Give {identifier} Kubernetes access on workbench {workspaceName} in {environmentName}.
POST /api/v1/ml/listInstanceTypeConfiguration Get configuration for an instance type · List the instance configuration for a given instance type #
Ask an LLM
“What are the specs of a given instance type for Cloudera AI?”
“Can I check an instance type's configuration in a particular environment?”
Tell an agent
Show configuration for instance type {instanceType} in category {instanceCategory}, environment {environmentName}, product {productType}.
Get {instanceType} config for {productType} in {environmentName} ({instanceCategory}).
POST /api/v1/ml/listMlServingAppAccess List users with access to an inference cluster · List members that have Kubernetes access to a Cloudera AI Inference Service… #
Ask an LLM
“Who has Kubernetes access to my AI Inference Service cluster?”
“Can I audit admin access on an inference service?”
Tell an agent
List users with access to inference service {resourceCrn}.
Show who can run Kubernetes operations on AI Inference Service {resourceCrn}.
POST /api/v1/ml/listMlServingApps List AI Inference Service instances · List all Cloudera AI Inference Service instances #
Ask an LLM
“What AI Inference Service instances do I have?”
“Can I see all inference services across environments?”
Tell an agent
List my AI Inference Service instances.
Show all inference services.
POST /api/v1/ml/listModelRegistries List model registries · Lists all model registries #
Ask an LLM
“Which model registries exist in my account?”
“Can I see all Cloudera AI model registries at once?”
Tell an agent
List model registries.
Show all my model registries.
POST /api/v1/ml/listModelRegistryAccess List users with access to a model registry · ListWorkspaceAccess Cloudera AI Model Registry #
Ask an LLM
“Who can run Kubernetes operations on my model registry?”
“Can I review EKS access on a model registry?”
Tell an agent
List users with access to model registry {resourceCrn}.
Show who has Kubernetes access to model registry {resourceCrn}.
POST /api/v1/ml/listRelevantInstances Find instance types with requested resources · List the instance types for Cloudera AI workbench creation that have the… #
Ask an LLM
“Which instance types can I use to create a workbench with the resources I need?”
“Can I find instance types that match a resource request?”
Tell an agent
Find {instanceCategory} instance types for {requestInfo} in {environmentName} for {productType}.
List relevant instance types in {environmentName} matching {requestInfo} ({instanceCategory}, {productType}).
POST /api/v1/ml/listWorkspaceAccess List users with access to a workbench cluster · ListWorkspaceAccess Cloudera AI workbench #
Ask an LLM
“Who has kubectl access to my Cloudera AI workbench?”
“Can I review which AWS users can operate on a workbench via EKS?”
Tell an agent
List users with access to workbench {workspaceCrn}.
Show who can run Kubernetes operations on workbench {workspaceName} in {environmentName}.
POST /api/v1/ml/listWorkspaceBackups List a workbench's backups · List backup snapshots of a workbench #
Ask an LLM
“What backups exist for my workbench?”
“Can I see backup snapshots for a workbench by name?”
Tell an agent
List backups of workbench {workspaceCrn}.
Show backup snapshots for {workspaceName} in {environmentName}.
POST /api/v1/ml/listWorkspaces List AI workbenches · List Cloudera AI workbenches #
Ask an LLM
“Which Cloudera AI workbenches do I have?”
“Can I see every workbench across environments?”
Tell an agent
List my workbenches.
Show all Cloudera AI workbenches.
POST /api/v1/ml/modifyClusterInstanceGroup Resize a workbench instance group · Modify Cloudera AI workbench cluster instance group #
Ask an LLM
“Can I change the min and max size of a workbench instance group?”
“Is it possible to switch the instance type of a workbench node group?”
Tell an agent
Set instance group {instanceGroupName} on workbench {workspaceCrn} to {min}-{max} nodes of {instanceType}.
Change {instanceGroupName} in {workspaceCrn} to {instanceType} with min {min} and max {max}.
POST /api/v1/ml/modifyClusterSecurity Change a workbench's authorized IP ranges · Modify Cloudera AI workbench cluster security #
Ask an LLM
“Can I restrict which IP ranges can reach a workbench's cluster?”
“How do I update the authorized IP allowlist for a workbench?”
Tell an agent
Set authorized IP ranges on workbench {workspaceCrn} to {authorizedIPRanges} with allowlisting {allowlistAuthorizedIPRanges}.
Enable IP allowlisting {allowlistAuthorizedIPRanges} for {workspaceCrn} using ranges {authorizedIPRanges}.
POST /api/v1/ml/modifyMlServingApp Resize an inference service instance group · Modify instance groups for a Cloudera AI Inference Service cluster #
Ask an LLM
“Can I change the node counts of an AI Inference Service instance group?”
“What's needed to change the instance type for an inference service node group?”
Tell an agent
Set group {instanceGroupName} on inference service {appCrn} to {min}-{max} nodes of {instanceType}.
Change {instanceGroupName} in AI Inference Service {appCrn} to {instanceType}, min {min}, max {max}.
POST /api/v1/ml/modifyWorkspaceLoadBalancer Change a workbench's load balancer allowlist · Modify Cloudera AI workbench loadbalancer #
Ask an LLM
“Can I limit which IPs can reach a workbench's load balancer?”
“Where do I update the load balancer IP allowlist on a workbench?”
Tell an agent
Set load balancer allowlist on workbench {workspaceCrn} to {loadBalancerIPAllowLists}.
Restrict the {workspaceCrn} load balancer to {loadBalancerIPAllowLists}.
POST /api/v1/ml/refreshAiInference Refresh an inference service's trust store · Refresh AI Inference trust store #
Ask an LLM
“Can I refresh trust store certificates for an AI Inference Service?”
“Is there a way to reload the TLS trust certificates on an inference service?”
Tell an agent
Refresh the trust store for inference service {appCrn}.
Reload trusted certificates on AI Inference Service {appCrn}.
POST /api/v1/ml/refreshAiRegistry Refresh the AI Registry trust store · Refreshes the AI Registry with the latest trust store certificates for the… #
Ask an LLM
“Can I refresh the AI Registry's SSL/TLS trust settings?”
“What pushes the latest trust store certificates to an AI Registry?”
Tell an agent
Refresh the AI Registry trust store on {workspaceCrn}.
Update AI Registry certificates for {workspaceCrn}.
POST /api/v1/ml/refreshModelRegistryConfigmap Refresh a workbench's model registry configmap · Refreshes the model registry configmap of the workbench #
Ask an LLM
“Can I resync a workbench's model registry configmap from the control plane?”
“What refreshes the model registry settings inside a workbench?”
Tell an agent
Refresh the model registry configmap on workbench {workspaceCrn}.
Resync model registry config for {workspaceCrn}.
POST /api/v1/ml/requestWorkflowCancellation Cancel a long-running workflow · Request a workflow cancellation #
Ask an LLM
“Can I cancel a long-running workflow on a resource?”
“What do I need to stop a workflow by its type?”
Tell an agent destructive · confirm first
Cancel the {workflowType} workflow on resource {resourceId}.
Request cancellation of workflow {workflowType} for {resourceId}.
POST /api/v1/ml/requestWorkflowRollback Roll back a long-running workflow · Request a workflow rollback #
Ask an LLM
“Can I roll back a long-running workflow on a workbench?”
“Is it possible to revert a workflow by its type on a workbench?”
Tell an agent
Roll back the {workflowType} workflow on workbench {workspaceCrn}.
Request rollback of {workflowType} for {workspaceCrn}.
POST /api/v1/ml/restoreWorkspace Restore a workbench from a backup · Restore a Cloudera AI workbench #
Ask an LLM
“How do I restore a Cloudera AI workbench from a backup?”
“Can I keep the same static subdomain when restoring a workbench?”
Tell an agent
Restore a workbench from backup {backupCrn}.
Restore backup {backupCrn} into a new workbench with {newWorkspaceParameters}.
POST /api/v1/ml/resumeWorkspace Resume a suspended workbench · Resume Cloudera AI workbench #
Ask an LLM
“Can I bring a suspended workbench back online?”
“What do I call to resume a Cloudera AI workbench?”
Tell an agent
Resume workbench {workspaceCrn}.
Start suspended workbench {workspaceCrn} again.
POST /api/v1/ml/revokeMlServingAppAccess Revoke a user's access to an inference cluster · Revokes access to a Cloudera AI Inference Service cluster #
Ask an LLM
“Is there a way to remove an AWS user's access to an inference service cluster?”
“Can I revoke admin access I gave on an AI Inference Service?”
Tell an agent destructive · confirm first
Revoke {identifier}'s access to inference service {resourceCrn}.
Remove AWS user {identifier} from AI Inference Service {resourceCrn}.
POST /api/v1/ml/revokeModelRegistryAccess Revoke a user's access to a model registry · RevokeModelRegistryAccess Cloudera AI Model Registry #
Ask an LLM
“Can I take away a user's Kubernetes access to a model registry?”
“What's needed to revoke EKS access on a model registry?”
Tell an agent destructive · confirm first
Revoke {identifier}'s access to model registry {resourceCrn}.
Remove AWS user {identifier} from model registry {resourceCrn}.
POST /api/v1/ml/revokeWorkspaceAccess Revoke a user's access to a workbench cluster · RevokeWorkspaceAccess Cloudera AI workbench #
Ask an LLM
“How do I revoke an AWS user's kubectl access to a workbench?”
“Can I remove EKS access from a workbench by user ARN?”
Tell an agent destructive · confirm first
Revoke user {arn}'s access to workbench {workspaceCrn}.
Remove {identifier} from workbench {workspaceName} in {environmentName}.
POST /api/v1/ml/rollbackModelRegistryUpgrade Roll back a model registry upgrade · Rollback a model registry upgrade. Restore prior model registry #
Ask an LLM
“Can I restore the previous model registry after an upgrade?”
“Is it possible to undo a model registry upgrade?”
Tell an agent
Roll back the upgrade of model registry {crn}.
Restore the prior version of model registry {crn}.
POST /api/v1/ml/suspendWorkspace Suspend an AI workbench · Suspend Cloudera AI workbench #
Ask an LLM
“Can I suspend a Cloudera AI workbench to pause it?”
“What do I call to put a workbench on hold?”
Tell an agent
Suspend workbench {workspaceCrn}.
Pause workbench {workspaceCrn}.
POST /api/v1/ml/updateMlServingAppS3Creds Update S3 credentials for an inference service · Update S3 credentials for a Cloudera AI Inference Service #
Ask an LLM
“How do I rotate the S3 credentials an AI Inference Service uses?”
“Can I link a registry when updating an inference service's S3 credentials?”
Tell an agent
Update S3 credentials for inference service {appCrn} to {s3Creds}.
Set S3 credentials {s3Creds} on {appCrn} for registry namespace {registryNamespace}.
POST /api/v1/ml/upgradeMlServingApp Upgrade an AI Inference Service · Upgrade a Cloudera AI Inference Service instance #
Ask an LLM
“Can I upgrade an AI Inference Service to the latest version?”
“Is there an upgrade path for an existing inference service instance?”
Tell an agent
Upgrade inference service {appCrn}.
Upgrade AI Inference Service {appCrn} to the latest version.
POST /api/v1/ml/upgradeModelRegistry Upgrade a model registry · Upgrade a model registry #
Ask an LLM
“Can I upgrade a model registry to a newer version?”
“Can I disable the object store CSI driver during a model registry upgrade?”
Tell an agent
Upgrade model registry {crn}.
Upgrade model registry {crn} with the object store CSI driver disabled set to {disableObjectStoreCsiDriver}.
POST /api/v1/ml/upgradeWorkspace Upgrade an AI workbench · Upgrade Cloudera AI workbench #
Ask an LLM
“How do I upgrade a Cloudera AI workbench to the latest version?”
“Can I upgrade a workbench to a specific ML version?”
Tell an agent
Upgrade workbench {workspaceCrn}.
Upgrade workbench {workspaceName} in {environmentName} to version {mlVersion}.

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OpenAPI Specification

cloudera-ml-api-openapi.yml Raw ↑
openapi: 3.2.0
info:
  version: 0.9.163
  title: Cloudera AI Ml API
  license:
    name: Apache 2.0
  description: Install and manage Cloudera AI applications.
  termsOfService: https://www.cloudera.com/legal/commercial-terms-and-conditions.html
tags:


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# Full source: https://raw.githubusercontent.com/api-evangelist/cloudera/refs/heads/main/openapi/cloudera-ml-api-openapi.yml