Policy

Policies allow administrators to impose restrictions and set default values for researcher workloads. Restrictions and default values can be placed on CPUs, GPUs, and other resources or entities. For more information, see Policies.

List policies

Retrieve a list of all the applied policies.

SecuritybearerAuth

Request

query Parameters

workloadType	string non-empty Policy for a specific workload type. Enum: "Workspace" "Training" "Distributed" "Inference"
scope	string filter by this scope. Enum: "tenant" "cluster" "department" "project"
departmentId	string Filter using the department id. Example: departmentId=1
projectId	string project id to filter by Example: projectId=1
clusterId	string <uuid> Filter using the Universally Unique Identifier (UUID) of the cluster. Example: clusterId=d73a738f-fab3-430a-8fa3-5241493d7128
includeFallbackPolicies	boolean whether to include fallback policies in the list. Default to false.

Responses

200

Request completed successfully.

401

Unauthorized

403

Forbidden

503

unexpected error

get/api/v2/policy

Response samples

application/json

{"policies": [{"type": "workspace",
"meta": {"id": "497f6eca-6276-4993-bfeb-53cbbbba6f08",
"tenantId": 1001,
"clusterId": "71f69d83-ba66-4822-adf5-55ce55efd210",
"createdBy": "string",
"createdAt": "2019-08-24T14:15:22Z",
"updatedBy": "string",
"updatedAt": "2019-08-24T14:15:22Z",
"scope": "system",
"projectId": 1,
"departmentId": 2,
"name": "my-policy"
},
"status": {"clusters": [{"clusterId": "71f69d83-ba66-4822-adf5-55ce55efd210",
"status": "Not ready",
"errorMessage": "string"
}
],
"validation": {"errorMessage": "string"
}
}
}
]
}

Update a training policy.

Use to apply changes to training policy for a given organizational unit.

SecuritybearerAuth

Request

query Parameters

validateOnly

boolean

Validate the given policy payload without applying it

Request Body schema: application/json

	object (PolicyCreationFields)
	object or null (TrainingPolicyDefaultsAndRulesV2)
reset	Array of strings (FieldsToReset) set of fields in jsonpath format that is requested to clear their policy (default and rules)

Responses

200

Policy applied.

400

Bad request.

401

Unauthorized

403

Forbidden

503

unexpected error

patch/api/v2/policy/trainings

Request samples

Payload

application/json

{"meta": {"scope": "system",
"projectId": 1,
"departmentId": 2,
"clusterId": "71f69d83-ba66-4822-adf5-55ce55efd210",
"name": "my-policy"
},
"policy": {"defaults": {"command": "python",
"args": "-x my-script.py",
"image": "python:3.8",
"imagePullPolicy": "Always",
"workingDir": "/home/myfolder",
"createHomeDir": true,
"probes": {"readiness": {"initialDelaySeconds": 0,
"periodSeconds": 1,
"timeoutSeconds": 1,
"successThreshold": 1,
"failureThreshold": 1,
"handler": {"httpGet": {"path": "/",
"port": 1,
"host": "example.com",
"scheme": "HTTP"
}
}
}
},
"nodeType": "my-node-type",
"nodePools": ["my-node-pool-a",
"my-node-pool-b"
],
"podAffinity": {"type": "Required",
"key": "string"
},
"environmentVariables": {"instances": [{"name": "HOME",
"value": "/home/my-folder",
"secret": {"name": "postgress_secret",
"key": "POSTGRES_PASSWORD"
},
"exclude": false,
"description": "Home directory of the user."
}
]
},
"annotations": {"instances": [{"name": "billing",
"value": "my-billing-unit",
"exclude": false
}
]
},
"labels": {"instances": [{"name": "stage",
"value": "initial-research",
"exclude": false
}
]
},
"tolerations": {"attributes": {"name": "string",
"operator": "Equal",
"key": "string",
"value": "string",
"effect": "NoSchedule",
"seconds": 1,
"exclude": false
},
"instances": [{"name": "string",
"operator": "Equal",
"key": "string",
"value": "string",
"effect": "NoSchedule",
"seconds": 1,
"exclude": false
}
]
},
"terminateAfterPreemption": false,
"autoDeletionTimeAfterCompletionSeconds": 15,
"terminationGracePeriodSeconds": 20,
"backoffLimit": 3,
"ports": {"attributes": {"container": 8080,
"serviceType": "LoadBalancer",
"external": 30080,
"toolType": "pytorch",
"toolName": "my-pytorch",
"name": "port-instance-a"
},
"instances": [{"container": 8080,
"serviceType": "LoadBalancer",
"external": 30080,
"toolType": "pytorch",
"toolName": "my-pytorch",
"name": "port-instance-a"
}
]
},
"exposedUrls": {"attributes": {"container": 8080,
"url": "https://my-url.com",
"authorizedUsers": ["user-a",
"user-b"
],
"authorizedGroups": ["group-a",
"group-b"
],
"toolType": "jupyter",
"toolName": "my-pytorch",
"name": "url-instance-a"
},
"instances": [{"container": 8080,
"url": "https://my-url.com",
"authorizedUsers": ["user-a",
"user-b"
],
"authorizedGroups": ["group-a",
"group-b"
],
"toolType": "jupyter",
"toolName": "my-pytorch",
"name": "url-instance-a"
}
]
},
"relatedUrls": {"attributes": {"url": "https://my-url.com",
"type": "wandb",
"name": "url-instance-a"
},
"instances": [{"url": "https://my-url.com",
"type": "wandb",
"name": "url-instance-a"
}
]
},
"priorityClass": "build",
"completions": 1,
"parallelism": 1,
"security": {"uidGidSource": "fromTheImage",
"capabilities": ["CHOWN",
"KILL"
],
"seccompProfileType": "RuntimeDefault",
"runAsNonRoot": true,
"readOnlyRootFilesystem": false,
"runAsUid": 500,
"runAsGid": 30,
"supplementalGroups": "2,3,5,8",
"allowPrivilegeEscalation": false,
"hostIpc": false,
"hostNetwork": false
},
"compute": {"gpuDevicesRequest": 1,
"gpuRequestType": "portion",
"gpuPortionRequest": 0.5,
"gpuPortionLimit": 0.5,
"gpuMemoryRequest": "10M",
"gpuMemoryLimit": "10M",
"migProfile": "1g.5gb",
"cpuCoreRequest": 0.5,
"cpuCoreLimit": 2,
"cpuMemoryRequest": "20M",
"cpuMemoryLimit": "30M",
"largeShmRequest": false,
"extendedResources": {"attributes": {"resource": "hardware-vendor.example/foo",
"quantity": 2,
"exclude": false
},
"instances": [{"resource": "hardware-vendor.example/foo",
"quantity": 2,
"exclude": false
}
]
}
},
"storage": {"dataVolume": {"attributes": {"id": "123e4567-e89b-12d3-a456-426614174000",
"mountPath": "/mnt/data"
},
"instances": [{"id": "123e4567-e89b-12d3-a456-426614174000",
"mountPath": "/mnt/data"
}
]
},
"pvc": {"attributes": {"name": "storage-instance-a",
"path": "/container/my-claim",
"existingPvc": false,
"claimName": "my-claim",
"readOnly": false,
"ephemeral": false,
"claimInfo": {"size": "1G",
"storageClass": "my-storage-class",
"accessModes": {"readWriteOnce": null,
"readOnlyMany": null,
"readWriteMany": null
},
"volumeMode": "Filesystem"
}
},
"instances": [{"name": "storage-instance-a",
"path": "/container/my-claim",
"existingPvc": false,
"claimName": "my-claim",
"readOnly": false,
"ephemeral": false,
"claimInfo": {"size": null,
"storageClass": null,
"accessModes": null,
"volumeMode": null
}
}
]
},
"hostPath": {"attributes": {"name": "storage-instance-a",
"path": "/container/directory",
"readOnly": true,
"mountPath": "/local/directory",
"mountPropagation": "None"
},
"instances": [{"name": "storage-instance-a",
"path": "/container/directory",
"readOnly": true,
"mountPath": "/local/directory",
"mountPropagation": "None"
}
]
},
"nfs": {"attributes": {"name": "storage-instance-a",
"path": "/container/nfs",
"readOnly": true,
"server": "my.nfs.com",
"mountPath": "/local/nfs"
},
"instances": [{"name": "storage-instance-a",
"path": "/container/nfs",
"readOnly": true,
"server": "my.nfs.com",
"mountPath": "/local/nfs"
}
]
},
"git": {"attributes": {"name": "storage-instance-a",
"repository": "https://github.com/my-git/my-repo",
"branch": "main",
"revision": "string",
"path": "/container/my-repository",
"passwordSecret": "my-password-secret",
"secretKeyOfUser": "User",
"secretKeyOfPassword": "Password"
},
"instances": [{"name": "storage-instance-a",
"repository": "https://github.com/my-git/my-repo",
"branch": "main",
"revision": "string",
"path": "/container/my-repository",
"passwordSecret": "my-password-secret",
"secretKeyOfUser": "User",
"secretKeyOfPassword": "Password"
}
]
},
"configMapVolume": {"attributes": {"name": "storage-instance-a",
"configMap": "string",
"mountPath": "string"
},
"instances": [{"name": "storage-instance-a",
"configMap": "string",
"mountPath": "string"
}
]
},
"secretVolume": {"attributes": {"name": "storage-instance-a",
"mountPath": "string",
"secret": "string"
},
"instances": [{"name": "storage-instance-a",
"mountPath": "string",
"secret": "string"
}
]
},
"s3": {"attributes": {"name": "storage-instance-a",
"bucket": "my-bucket",
"path": "/container/my-bucket",
"url": "https://s3.amazonaws.com",
"accessKeySecret": "my-access-key-secret",
"secretKeyOfAccessKeyId": "AccessKeyId",
"secretKeyOfSecretKey": "SecretKey"
},
"instances": [{"name": "storage-instance-a",
"bucket": "my-bucket",
"path": "/container/my-bucket",
"url": "https://s3.amazonaws.com",
"accessKeySecret": "my-access-key-secret",
"secretKeyOfAccessKeyId": "AccessKeyId",
"secretKeyOfSecretKey": "SecretKey"
}
]
}
}
},
"rules": {"command": {"required": true,
"canEdit": false,
"options": [{"value": "value",
"displayed": "A description of the value."
}
]
},
"args": {"required": true,
"canEdit": false,
"options": [{"value": "value",
"displayed": "A description of the value."
}
]
},
"image": {"required": true,
"canEdit": false,
"options": [{"value": "value",
"displayed": "A description of the value."
}
]
},
"imagePullPolicy": {"required": true,
"canEdit": false,
"options": [{"value": "Always",
"displayed": "string"
}
]
},
"workingDir": {"required": true,
"canEdit": false,
"options": [{"value": "value",
"displayed": "A description of the value."
}
]
},
"createHomeDir": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true
},
"probes": {"readiness": {"initialDelaySeconds": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true,
"min": 0,
"max": 0,
"step": 0,
"defaultFrom": {"field": "string",
"factor": 1
}
},
"periodSeconds": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true,
"min": 0,
"max": 0,
"step": 0,
"defaultFrom": {"field": "string",
"factor": 1
}
},
"timeoutSeconds": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true,
"min": 0,
"max": 0,
"step": 0,
"defaultFrom": {"field": "string",
"factor": 1
}
},
"successThreshold": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true,
"min": 0,
"max": 0,
"step": 0,
"defaultFrom": {"field": "string",
"factor": 1
}
},
"failureThreshold": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true,
"min": 0,
"max": 0,
"step": 0,
"defaultFrom": {"field": "string",
"factor": 1
}
},
"handler": {"httpGet": {"path": {"required": true,
"canEdit": false,
"options": [ ]
},
"port": {"sourceOfRule": null,
"required": null,
"canEdit": null,
"min": null,
"max": null,
"step": null,
"defaultFrom": null
},
"host": {"required": true,
"canEdit": false,
"options": [ ]
},
"scheme": {"required": true,
"canEdit": false,
"options": [ ]
}
}
}
}
},
"nodeType": {"required": true,
"canEdit": false,
"options": [{"value": "value",
"displayed": "A description of the value."
}
]
},
"nodePools": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"options": [{"value": "value",
"displayed": "A description of the value."
}
],
"canEdit": true
},
"podAffinity": {"type": {"required": true,
"canEdit": false,
"options": [{"value": "Required",
"displayed": "string"
}
]
},
"key": {"required": true,
"canEdit": false,
"options": [{"value": "value",
"displayed": "A description of the value."
}
]
}
},
"environmentVariables": {"instances": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"canAdd": true,
"locked": ["HOME",
"USER"
]
}
},
"annotations": {"instances": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"canAdd": true,
"locked": ["HOME",
"USER"
]
}
},
"labels": {"instances": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"canAdd": true,
"locked": ["HOME",
"USER"
]
}
},
"tolerations": {"attributes": {"operator": {"required": true,
"canEdit": false,
"options": [{"value": null,
"displayed": null
}
]
},
"key": {"required": true,
"canEdit": false,
"options": [{"value": "value",
"displayed": "A description of the value."
}
]
},
"value": {"required": true,
"canEdit": false,
"options": [{"value": "value",
"displayed": "A description of the value."
}
]
},
"effect": {"required": true,
"canEdit": false,
"options": [{"value": null,
"displayed": null
}
]
},
"seconds": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true,
"min": 0,
"max": 0,
"step": 0,
"defaultFrom": {"field": "string",
"factor": 1
}
},
"exclude": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true
}
},
"instances": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"canAdd": true,
"locked": ["HOME",
"USER"
]
}
},
"terminateAfterPreemption": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true
},
"autoDeletionTimeAfterCompletionSeconds": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true,
"min": 0,
"max": 0,
"step": 0,
"defaultFrom": {"field": "string",
"factor": 1
}
},
"terminationGracePeriodSeconds": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true,
"min": 0,
"max": 0,
"step": 0,
"defaultFrom": {"field": "string",
"factor": 1
}
},
"backoffLimit": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true,
"min": 0,
"max": 0,
"step": 0,
"defaultFrom": {"field": "string",
"factor": 1
}
},
"ports": {"attributes": {"container": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true,
"min": 0,
"max": 0,
"step": 0,
"defaultFrom": {"field": "string",
"factor": 1
}
},
"serviceType": {"required": true,
"canEdit": false,
"options": [{"value": null,
"displayed": null
}
]
},
"customExternalPort": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true
},
"external": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true,
"min": 0,
"max": 0,
"step": 0,
"defaultFrom": {"field": "string",
"factor": 1
}
},
"toolType": {"required": true,
"canEdit": false,
"options": [{"value": "value",
"displayed": "A description of the value."
}
]
},
"toolName": {"required": true,
"canEdit": false,
"options": [{"value": "value",
"displayed": "A description of the value."
}
]
}
},
"instances": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"canAdd": true,
"locked": ["HOME",
"USER"
]
}
},
"exposedUrls": {"attributes": {"container": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true,
"min": 0,
"max": 0,
"step": 0,
"defaultFrom": {"field": "string",
"factor": 1
}
},
"customUrl": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true
},
"url": {"required": true,
"canEdit": false,
"options": [{"value": "value",
"displayed": "A description of the value."
}
]
},
"authorizedUsers": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"options": [{"value": "value",
"displayed": "A description of the value."
}
],
"canEdit": true
},
"toolType": {"required": true,
"canEdit": false,
"options": [{"value": "value",
"displayed": "A description of the value."
}
]
},
"toolName": {"required": true,
"canEdit": false,
"options": [{"value": "value",
"displayed": "A description of the value."
}
]
}
},
"instances": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"canAdd": true,
"locked": ["HOME",
"USER"
]
}
},
"relatedUrls": {"attributes": {"url": {"required": true,
"canEdit": false,
"options": [{"value": "value",
"displayed": "A description of the value."
}
]
},
"type": {"required": true,
"canEdit": false,
"options": [{"value": "value",
"displayed": "A description of the value."
}
]
},
"name": {"required": true,
"canEdit": false,
"options": [{"value": "value",
"displayed": "A description of the value."
}
]
}
},
"instances": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"canAdd": true,
"locked": ["HOME",
"USER"
]
}
},
"priorityClass": {"required": true,
"canEdit": false,
"options": [{"value": "build",
"displayed": "string"
}
]
},
"completions": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true,
"min": 0,
"max": 0,
"step": 0,
"defaultFrom": {"field": "string",
"factor": 1
}
},
"parallelism": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true,
"min": 0,
"max": 0,
"step": 0,
"defaultFrom": {"field": "string",
"factor": 1
}
},
"security": {"uidGidSource": {"required": true,
"canEdit": false,
"options": [{"value": "fromTheImage",
"displayed": "string"
}
]
},
"capabilities": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"options": [{"value": "value",
"displayed": "A description of the value."
}
],
"canEdit": true
},
"seccompProfileType": {"required": true,
"canEdit": false,
"options": [{"value": "RuntimeDefault",
"displayed": "string"
}
]
},
"runAsNonRoot": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true
},
"readOnlyRootFilesystem": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true
},
"runAsUid": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"canEdit": true,
"min": 0,
"max": 0,
"step": 0,
"defaultFrom": {"field": "string",
"factor": 1
}
},
"runAsGid": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"canEdit": true,
"min": 0,
"max": 0,
"step": 0,
"defaultFrom": {"field": "string",
"factor": 1
}
},
"supplementalGroups": {"required": true,
"canEdit": false,
"options": [{"value": "value",
"displayed": "A description of the value."
}
]
},
"allowPrivilegeEscalation": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true
},
"hostIpc": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true
},
"hostNetwork": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true
}
},
"compute": {"cpuCoreRequest": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true,
"min": 0,
"max": 0,
"step": 0,
"defaultFrom": {"field": "string",
"factor": 1
}
},
"cpuCoreLimit": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true,
"min": 0,
"max": 0,
"step": 0,
"defaultFrom": {"field": "string",
"factor": 1
}
},
"cpuMemoryRequest": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true,
"min": "string",
"max": "string",
"defaultFrom": {"field": "string",
"factor": 1
}
},
"cpuMemoryLimit": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true,
"min": "string",
"max": "string",
"defaultFrom": {"field": "string",
"factor": 1
}
},
"largeShmRequest": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true
},
"gpuRequestType": {"required": true,
"canEdit": false,
"options": [{"value": "portion",
"displayed": "string"
}
]
},
"migProfile": {"required": true,
"canEdit": false,
"options": [{"value": "1g.5gb",
"displayed": "string"
}
]
},
"gpuDevicesRequest": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true,
"min": 0,
"max": 0,
"step": 0,
"defaultFrom": {"field": "string",
"factor": 1
}
},
"gpuPortionRequest": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true,
"min": 0,
"max": 0,
"step": 0,
"defaultFrom": {"field": "string",
"factor": 1
}
},
"gpuPortionLimit": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true,
"min": 0,
"max": 0,
"step": 0,
"defaultFrom": {"field": "string",
"factor": 1
}
},
"gpuMemoryRequest": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true,
"min": "string",
"max": "string",
"defaultFrom": {"field": "string",
"factor": 1
}
},
"gpuMemoryLimit": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true,
"min": "string",
"max": "string",
"defaultFrom": {"field": "string",
"factor": 1
}
},
"extendedResources": {"attributes": {"quantity": {"required": true,
"canEdit": false,
"options": [null
]
}
},
"instances": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"canAdd": true,
"locked": ["HOME",
"USER"
]
}
}
},
"storage": {"dataVolume": {"attributes": {"id": {"required": true,
"canEdit": false,
"options": [null
]
},
"mountPath": {"required": true,
"canEdit": false,
"options": [null
]
}
},
"instances": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"canAdd": true,
"locked": ["HOME",
"USER"
]
}
},
"pvc": {"attributes": {"claimName": {"required": true,
"canEdit": false,
"options": [null
]
},
"path": {"required": true,
"canEdit": false,
"options": [null
]
},
"readOnly": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true
},
"claimInfo": {"size": {"required": true,
"canEdit": false,
"options": [ ]
},
"storageClass": {"required": true,
"canEdit": false,
"options": [ ]
},
"accessModes": {"readWriteOnce": null,
"readOnlyMany": null,
"readWriteMany": null
}
}
},
"instances": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"canAdd": true,
"locked": ["HOME",
"USER"
]
}
},
"hostPath": {"attributes": {"path": {"required": true,
"canEdit": false,
"options": [null
]
},
"readOnly": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true
},
"mountPath": {"required": true,
"canEdit": false,
"options": [null
]
},
"mountPropagation": {"required": true,
"canEdit": false,
"options": [{ }
]
}
},
"instances": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"canAdd": true,
"locked": ["HOME",
"USER"
]
}
},
"nfs": {"attributes": {"path": {"required": true,
"canEdit": false,
"options": [null
]
},
"readOnly": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true
},
"server": {"required": true,
"canEdit": false,
"options": [null
]
},
"mountPath": {"required": true,
"canEdit": false,
"options": [null
]
}
},
"instances": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"canAdd": true,
"locked": ["HOME",
"USER"
]
}
},
"git": {"attributes": {"repository": {"required": true,
"canEdit": false,
"options": [null
]
},
"branch": {"required": true,
"canEdit": false,
"options": [null
]
},
"revision": {"required": true,
"canEdit": false,
"options": [null
]
},
"path": {"required": true,
"canEdit": false,
"options": [null
]
}
},
"instances": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"canAdd": true,
"locked": ["HOME",
"USER"
]
}
},
"configMapVolume": {"attributes": {"configMap": {"required": true,
"canEdit": false,
"options": [null
]
},
"mountPath": {"required": true,
"canEdit": false,
"options": [null
]
}
},
"instances": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"canAdd": true,
"locked": ["HOME",
"USER"
]
}
},
"secretVolume": {"attributes": {"secret": {"required": true,
"canEdit": false,
"options": [null
]
},
"mountPath": {"required": true,
"canEdit": false,
"options": [null
]
}
},
"instances": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"canAdd": true,
"locked": ["HOME",
"USER"
]
}
},
"s3": {"attributes": {"bucket": {"required": true,
"canEdit": false,
"options": [null
]
},
"path": {"required": true,
"canEdit": false,
"options": [null
]
},
"url": {"required": true,
"canEdit": false,
"options": [null
]
}
},
"instances": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"canAdd": true,
"locked": ["HOME",
"USER"
]
}
}
}
},
"imposedAssets": ["497f6eca-6276-4993-bfeb-53cbbbba6f08"
],
"status": {"validation": {"errorMessage": "string"
}
}
},
"reset": ["master.security.runAsGpu",
"worker.compute.gpu"
]
}

Response samples

application/json

{"meta": {"id": "497f6eca-6276-4993-bfeb-53cbbbba6f08",
"tenantId": 1001,
"clusterId": "71f69d83-ba66-4822-adf5-55ce55efd210",
"createdBy": "string",
"createdAt": "2019-08-24T14:15:22Z",
"updatedBy": "string",
"updatedAt": "2019-08-24T14:15:22Z",
"scope": "system",
"projectId": 1,
"departmentId": 2,
"name": "my-policy"
},
"policy": {"defaults": {"command": "python",
"args": "-x my-script.py",
"image": "python:3.8",
"imagePullPolicy": "Always",
"workingDir": "/home/myfolder",
"createHomeDir": true,
"probes": {"readiness": {"initialDelaySeconds": 0,
"periodSeconds": 1,
"timeoutSeconds": 1,
"successThreshold": 1,
"failureThreshold": 1,
"handler": {"httpGet": {"path": "/",
"port": 1,
"host": "example.com",
"scheme": "HTTP"
}
}
}
},
"nodeType": "my-node-type",
"nodePools": ["my-node-pool-a",
"my-node-pool-b"
],
"podAffinity": {"type": "Required",
"key": "string"
},
"environmentVariables": {"instances": [{"name": "HOME",
"value": "/home/my-folder",
"secret": {"name": "postgress_secret",
"key": "POSTGRES_PASSWORD"
},
"exclude": false,
"description": "Home directory of the user."
}
]
},
"annotations": {"instances": [{"name": "billing",
"value": "my-billing-unit",
"exclude": false
}
]
},
"labels": {"instances": [{"name": "stage",
"value": "initial-research",
"exclude": false
}
]
},
"tolerations": {"attributes": {"name": "string",
"operator": "Equal",
"key": "string",
"value": "string",
"effect": "NoSchedule",
"seconds": 1,
"exclude": false
},
"instances": [{"name": "string",
"operator": "Equal",
"key": "string",
"value": "string",
"effect": "NoSchedule",
"seconds": 1,
"exclude": false
}
]
},
"terminateAfterPreemption": false,
"autoDeletionTimeAfterCompletionSeconds": 15,
"terminationGracePeriodSeconds": 20,
"backoffLimit": 3,
"ports": {"attributes": {"container": 8080,
"serviceType": "LoadBalancer",
"external": 30080,
"toolType": "pytorch",
"toolName": "my-pytorch",
"name": "port-instance-a"
},
"instances": [{"container": 8080,
"serviceType": "LoadBalancer",
"external": 30080,
"toolType": "pytorch",
"toolName": "my-pytorch",
"name": "port-instance-a"
}
]
},
"exposedUrls": {"attributes": {"container": 8080,
"url": "https://my-url.com",
"authorizedUsers": ["user-a",
"user-b"
],
"authorizedGroups": ["group-a",
"group-b"
],
"toolType": "jupyter",
"toolName": "my-pytorch",
"name": "url-instance-a"
},
"instances": [{"container": 8080,
"url": "https://my-url.com",
"authorizedUsers": ["user-a",
"user-b"
],
"authorizedGroups": ["group-a",
"group-b"
],
"toolType": "jupyter",
"toolName": "my-pytorch",
"name": "url-instance-a"
}
]
},
"relatedUrls": {"attributes": {"url": "https://my-url.com",
"type": "wandb",
"name": "url-instance-a"
},
"instances": [{"url": "https://my-url.com",
"type": "wandb",
"name": "url-instance-a"
}
]
},
"priorityClass": "build",
"completions": 1,
"parallelism": 1,
"security": {"uidGidSource": "fromTheImage",
"capabilities": ["CHOWN",
"KILL"
],
"seccompProfileType": "RuntimeDefault",
"runAsNonRoot": true,
"readOnlyRootFilesystem": false,
"runAsUid": 500,
"runAsGid": 30,
"supplementalGroups": "2,3,5,8",
"allowPrivilegeEscalation": false,
"hostIpc": false,
"hostNetwork": false
},
"compute": {"gpuDevicesRequest": 1,
"gpuRequestType": "portion",
"gpuPortionRequest": 0.5,
"gpuPortionLimit": 0.5,
"gpuMemoryRequest": "10M",
"gpuMemoryLimit": "10M",
"migProfile": "1g.5gb",
"cpuCoreRequest": 0.5,
"cpuCoreLimit": 2,
"cpuMemoryRequest": "20M",
"cpuMemoryLimit": "30M",
"largeShmRequest": false,
"extendedResources": {"attributes": {"resource": "hardware-vendor.example/foo",
"quantity": 2,
"exclude": false
},
"instances": [{"resource": "hardware-vendor.example/foo",
"quantity": 2,
"exclude": false
}
]
}
},
"storage": {"dataVolume": {"attributes": {"id": "123e4567-e89b-12d3-a456-426614174000",
"mountPath": "/mnt/data"
},
"instances": [{"id": "123e4567-e89b-12d3-a456-426614174000",
"mountPath": "/mnt/data"
}
]
},
"pvc": {"attributes": {"name": "storage-instance-a",
"path": "/container/my-claim",
"existingPvc": false,
"claimName": "my-claim",
"readOnly": false,
"ephemeral": false,
"claimInfo": {"size": "1G",
"storageClass": "my-storage-class",
"accessModes": {"readWriteOnce": null,
"readOnlyMany": null,
"readWriteMany": null
},
"volumeMode": "Filesystem"
}
},
"instances": [{"name": "storage-instance-a",
"path": "/container/my-claim",
"existingPvc": false,
"claimName": "my-claim",
"readOnly": false,
"ephemeral": false,
"claimInfo": {"size": null,
"storageClass": null,
"accessModes": null,
"volumeMode": null
}
}
]
},
"hostPath": {"attributes": {"name": "storage-instance-a",
"path": "/container/directory",
"readOnly": true,
"mountPath": "/local/directory",
"mountPropagation": "None"
},
"instances": [{"name": "storage-instance-a",
"path": "/container/directory",
"readOnly": true,
"mountPath": "/local/directory",
"mountPropagation": "None"
}
]
},
"nfs": {"attributes": {"name": "storage-instance-a",
"path": "/container/nfs",
"readOnly": true,
"server": "my.nfs.com",
"mountPath": "/local/nfs"
},
"instances": [{"name": "storage-instance-a",
"path": "/container/nfs",
"readOnly": true,
"server": "my.nfs.com",
"mountPath": "/local/nfs"
}
]
},
"git": {"attributes": {"name": "storage-instance-a",
"repository": "https://github.com/my-git/my-repo",
"branch": "main",
"revision": "string",
"path": "/container/my-repository",
"passwordSecret": "my-password-secret",
"secretKeyOfUser": "User",
"secretKeyOfPassword": "Password"
},
"instances": [{"name": "storage-instance-a",
"repository": "https://github.com/my-git/my-repo",
"branch": "main",
"revision": "string",
"path": "/container/my-repository",
"passwordSecret": "my-password-secret",
"secretKeyOfUser": "User",
"secretKeyOfPassword": "Password"
}
]
},
"configMapVolume": {"attributes": {"name": "storage-instance-a",
"configMap": "string",
"mountPath": "string"
},
"instances": [{"name": "storage-instance-a",
"configMap": "string",
"mountPath": "string"
}
]
},
"secretVolume": {"attributes": {"name": "storage-instance-a",
"mountPath": "string",
"secret": "string"
},
"instances": [{"name": "storage-instance-a",
"mountPath": "string",
"secret": "string"
}
]
},
"s3": {"attributes": {"name": "storage-instance-a",
"bucket": "my-bucket",
"path": "/container/my-bucket",
"url": "https://s3.amazonaws.com",
"accessKeySecret": "my-access-key-secret",
"secretKeyOfAccessKeyId": "AccessKeyId",
"secretKeyOfSecretKey": "SecretKey"
},
"instances": [{"name": "storage-instance-a",
"bucket": "my-bucket",
"path": "/container/my-bucket",
"url": "https://s3.amazonaws.com",
"accessKeySecret": "my-access-key-secret",
"secretKeyOfAccessKeyId": "AccessKeyId",
"secretKeyOfSecretKey": "SecretKey"
}
]
}
}
},
"rules": {"command": {"required": true,
"canEdit": false,
"options": [{"value": "value",
"displayed": "A description of the value."
}
]
},
"args": {"required": true,
"canEdit": false,
"options": [{"value": "value",
"displayed": "A description of the value."
}
]
},
"image": {"required": true,
"canEdit": false,
"options": [{"value": "value",
"displayed": "A description of the value."
}
]
},
"imagePullPolicy": {"required": true,
"canEdit": false,
"options": [{"value": "Always",
"displayed": "string"
}
]
},
"workingDir": {"required": true,
"canEdit": false,
"options": [{"value": "value",
"displayed": "A description of the value."
}
]
},
"createHomeDir": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true
},
"probes": {"readiness": {"initialDelaySeconds": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true,
"min": 0,
"max": 0,
"step": 0,
"defaultFrom": {"field": "string",
"factor": 1
}
},
"periodSeconds": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true,
"min": 0,
"max": 0,
"step": 0,
"defaultFrom": {"field": "string",
"factor": 1
}
},
"timeoutSeconds": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true,
"min": 0,
"max": 0,
"step": 0,
"defaultFrom": {"field": "string",
"factor": 1
}
},
"successThreshold": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true,
"min": 0,
"max": 0,
"step": 0,
"defaultFrom": {"field": "string",
"factor": 1
}
},
"failureThreshold": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true,
"min": 0,
"max": 0,
"step": 0,
"defaultFrom": {"field": "string",
"factor": 1
}
},
"handler": {"httpGet": {"path": {"required": true,
"canEdit": false,
"options": [ ]
},
"port": {"sourceOfRule": null,
"required": null,
"canEdit": null,
"min": null,
"max": null,
"step": null,
"defaultFrom": null
},
"host": {"required": true,
"canEdit": false,
"options": [ ]
},
"scheme": {"required": true,
"canEdit": false,
"options": [ ]
}
}
}
}
},
"nodeType": {"required": true,
"canEdit": false,
"options": [{"value": "value",
"displayed": "A description of the value."
}
]
},
"nodePools": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"options": [{"value": "value",
"displayed": "A description of the value."
}
],
"canEdit": true
},
"podAffinity": {"type": {"required": true,
"canEdit": false,
"options": [{"value": "Required",
"displayed": "string"
}
]
},
"key": {"required": true,
"canEdit": false,
"options": [{"value": "value",
"displayed": "A description of the value."
}
]
}
},
"environmentVariables": {"instances": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"canAdd": true,
"locked": ["HOME",
"USER"
]
}
},
"annotations": {"instances": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"canAdd": true,
"locked": ["HOME",
"USER"
]
}
},
"labels": {"instances": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"canAdd": true,
"locked": ["HOME",
"USER"
]
}
},
"tolerations": {"attributes": {"operator": {"required": true,
"canEdit": false,
"options": [{"value": null,
"displayed": null
}
]
},
"key": {"required": true,
"canEdit": false,
"options": [{"value": "value",
"displayed": "A description of the value."
}
]
},
"value": {"required": true,
"canEdit": false,
"options": [{"value": "value",
"displayed": "A description of the value."
}
]
},
"effect": {"required": true,
"canEdit": false,
"options": [{"value": null,
"displayed": null
}
]
},
"seconds": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true,
"min": 0,
"max": 0,
"step": 0,
"defaultFrom": {"field": "string",
"factor": 1
}
},
"exclude": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true
}
},
"instances": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"canAdd": true,
"locked": ["HOME",
"USER"
]
}
},
"terminateAfterPreemption": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true
},
"autoDeletionTimeAfterCompletionSeconds": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true,
"min": 0,
"max": 0,
"step": 0,
"defaultFrom": {"field": "string",
"factor": 1
}
},
"terminationGracePeriodSeconds": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true,
"min": 0,
"max": 0,
"step": 0,
"defaultFrom": {"field": "string",
"factor": 1
}
},
"backoffLimit": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true,
"min": 0,
"max": 0,
"step": 0,
"defaultFrom": {"field": "string",
"factor": 1
}
},
"ports": {"attributes": {"container": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true,
"min": 0,
"max": 0,
"step": 0,
"defaultFrom": {"field": "string",
"factor": 1
}
},
"serviceType": {"required": true,
"canEdit": false,
"options": [{"value": null,
"displayed": null
}
]
},
"customExternalPort": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true
},
"external": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true,
"min": 0,
"max": 0,
"step": 0,
"defaultFrom": {"field": "string",
"factor": 1
}
},
"toolType": {"required": true,
"canEdit": false,
"options": [{"value": "value",
"displayed": "A description of the value."
}
]
},
"toolName": {"required": true,
"canEdit": false,
"options": [{"value": "value",
"displayed": "A description of the value."
}
]
}
},
"instances": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"canAdd": true,
"locked": ["HOME",
"USER"
]
}
},
"exposedUrls": {"attributes": {"container": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true,
"min": 0,
"max": 0,
"step": 0,
"defaultFrom": {"field": "string",
"factor": 1
}
},
"customUrl": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true
},
"url": {"required": true,
"canEdit": false,
"options": [{"value": "value",
"displayed": "A description of the value."
}
]
},
"authorizedUsers": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"options": [{"value": "value",
"displayed": "A description of the value."
}
],
"canEdit": true
},
"toolType": {"required": true,
"canEdit": false,
"options": [{"value": "value",
"displayed": "A description of the value."
}
]
},
"toolName": {"required": true,
"canEdit": false,
"options": [{"value": "value",
"displayed": "A description of the value."
}
]
}
},
"instances": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"canAdd": true,
"locked": ["HOME",
"USER"
]
}
},
"relatedUrls": {"attributes": {"url": {"required": true,
"canEdit": false,
"options": [{"value": "value",
"displayed": "A description of the value."
}
]
},
"type": {"required": true,
"canEdit": false,
"options": [{"value": "value",
"displayed": "A description of the value."
}
]
},
"name": {"required": true,
"canEdit": false,
"options": [{"value": "value",
"displayed": "A description of the value."
}
]
}
},
"instances": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"canAdd": true,
"locked": ["HOME",
"USER"
]
}
},
"priorityClass": {"required": true,
"canEdit": false,
"options": [{"value": "build",
"displayed": "string"
}
]
},
"completions": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true,
"min": 0,
"max": 0,
"step": 0,
"defaultFrom": {"field": "string",
"factor": 1
}
},
"parallelism": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true,
"min": 0,
"max": 0,
"step": 0,
"defaultFrom": {"field": "string",
"factor": 1
}
},
"security": {"uidGidSource": {"required": true,
"canEdit": false,
"options": [{"value": "fromTheImage",
"displayed": "string"
}
]
},
"capabilities": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"options": [{"value": "value",
"displayed": "A description of the value."
}
],
"canEdit": true
},
"seccompProfileType": {"required": true,
"canEdit": false,
"options": [{"value": "RuntimeDefault",
"displayed": "string"
}
]
},
"runAsNonRoot": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true
},
"readOnlyRootFilesystem": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true
},
"runAsUid": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"canEdit": true,
"min": 0,
"max": 0,
"step": 0,
"defaultFrom": {"field": "string",
"factor": 1
}
},
"runAsGid": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"canEdit": true,
"min": 0,
"max": 0,
"step": 0,
"defaultFrom": {"field": "string",
"factor": 1
}
},
"supplementalGroups": {"required": true,
"canEdit": false,
"options": [{"value": "value",
"displayed": "A description of the value."
}
]
},
"allowPrivilegeEscalation": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true
},
"hostIpc": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true
},
"hostNetwork": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true
}
},
"compute": {"cpuCoreRequest": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true,
"min": 0,
"max": 0,
"step": 0,
"defaultFrom": {"field": "string",
"factor": 1
}
},
"cpuCoreLimit": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true,
"min": 0,
"max": 0,
"step": 0,
"defaultFrom": {"field": "string",
"factor": 1
}
},
"cpuMemoryRequest": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true,
"min": "string",
"max": "string",
"defaultFrom": {"field": "string",
"factor": 1
}
},
"cpuMemoryLimit": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true,
"min": "string",
"max": "string",
"defaultFrom": {"field": "string",
"factor": 1
}
},
"largeShmRequest": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true
},
"gpuRequestType": {"required": true,
"canEdit": false,
"options": [{"value": "portion",
"displayed": "string"
}
]
},
"migProfile": {"required": true,
"canEdit": false,
"options": [{"value": "1g.5gb",
"displayed": "string"
}
]
},
"gpuDevicesRequest": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true,
"min": 0,
"max": 0,
"step": 0,
"defaultFrom": {"field": "string",
"factor": 1
}
},
"gpuPortionRequest": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true,
"min": 0,
"max": 0,
"step": 0,
"defaultFrom": {"field": "string",
"factor": 1
}
},
"gpuPortionLimit": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true,
"min": 0,
"max": 0,
"step": 0,
"defaultFrom": {"field": "string",
"factor": 1
}
},
"gpuMemoryRequest": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true,
"min": "string",
"max": "string",
"defaultFrom": {"field": "string",
"factor": 1
}
},
"gpuMemoryLimit": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true,
"min": "string",
"max": "string",
"defaultFrom": {"field": "string",
"factor": 1
}
},
"extendedResources": {"attributes": {"quantity": {"required": true,
"canEdit": false,
"options": [null
]
}
},
"instances": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"canAdd": true,
"locked": ["HOME",
"USER"
]
}
}
},
"storage": {"dataVolume": {"attributes": {"id": {"required": true,
"canEdit": false,
"options": [null
]
},
"mountPath": {"required": true,
"canEdit": false,
"options": [null
]
}
},
"instances": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"canAdd": true,
"locked": ["HOME",
"USER"
]
}
},
"pvc": {"attributes": {"claimName": {"required": true,
"canEdit": false,
"options": [null
]
},
"path": {"required": true,
"canEdit": false,
"options": [null
]
},
"readOnly": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true
},
"claimInfo": {"size": {"required": true,
"canEdit": false,
"options": [ ]
},
"storageClass": {"required": true,
"canEdit": false,
"options": [ ]
},
"accessModes": {"readWriteOnce": null,
"readOnlyMany": null,
"readWriteMany": null
}
}
},
"instances": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"canAdd": true,
"locked": ["HOME",
"USER"
]
}
},
"hostPath": {"attributes": {"path": {"required": true,
"canEdit": false,
"options": [null
]
},
"readOnly": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true
},
"mountPath": {"required": true,
"canEdit": false,
"options": [null
]
},
"mountPropagation": {"required": true,
"canEdit": false,
"options": [{ }
]
}
},
"instances": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"canAdd": true,
"locked": ["HOME",
"USER"
]
}
},
"nfs": {"attributes": {"path": {"required": true,
"canEdit": false,
"options": [null
]
},
"readOnly": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true
},
"server": {"required": true,
"canEdit": false,
"options": [null
]
},
"mountPath": {"required": true,
"canEdit": false,
"options": [null
]
}
},
"instances": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"canAdd": true,
"locked": ["HOME",
"USER"
]
}
},
"git": {"attributes": {"repository": {"required": true,
"canEdit": false,
"options": [null
]
},
"branch": {"required": true,
"canEdit": false,
"options": [null
]
},
"revision": {"required": true,
"canEdit": false,
"options": [null
]
},
"path": {"required": true,
"canEdit": false,
"options": [null
]
}
},
"instances": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"canAdd": true,
"locked": ["HOME",
"USER"
]
}
},
"configMapVolume": {"attributes": {"configMap": {"required": true,
"canEdit": false,
"options": [null
]
},
"mountPath": {"required": true,
"canEdit": false,
"options": [null
]
}
},
"instances": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"canAdd": true,
"locked": ["HOME",
"USER"
]
}
},
"secretVolume": {"attributes": {"secret": {"required": true,
"canEdit": false,
"options": [null
]
},
"mountPath": {"required": true,
"canEdit": false,
"options": [null
]
}
},
"instances": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"canAdd": true,
"locked": ["HOME",
"USER"
]
}
},
"s3": {"attributes": {"bucket": {"required": true,
"canEdit": false,
"options": [null
]
},
"path": {"required": true,
"canEdit": false,
"options": [null
]
},
"url": {"required": true,
"canEdit": false,
"options": [null
]
}
},
"instances": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"canAdd": true,
"locked": ["HOME",
"USER"
]
}
}
}
},
"imposedAssets": ["497f6eca-6276-4993-bfeb-53cbbbba6f08"
],
"status": {"validation": {"errorMessage": "string"
}
}
},
"effective": {"defaults": {"command": "python",
"args": "-x my-script.py",
"image": "python:3.8",
"imagePullPolicy": "Always",
"workingDir": "/home/myfolder",
"createHomeDir": true,
"probes": {"readiness": {"initialDelaySeconds": 0,
"periodSeconds": 1,
"timeoutSeconds": 1,
"successThreshold": 1,
"failureThreshold": 1,
"handler": {"httpGet": {"path": "/",
"port": 1,
"host": "example.com",
"scheme": "HTTP"
}
}
}
},
"nodeType": "my-node-type",
"nodePools": ["my-node-pool-a",
"my-node-pool-b"
],
"podAffinity": {"type": "Required",
"key": "string"
},
"environmentVariables": {"instances": [{"name": "HOME",
"value": "/home/my-folder",
"secret": {"name": "postgress_secret",
"key": "POSTGRES_PASSWORD"
},
"exclude": false,
"description": "Home directory of the user."
}
]
},
"annotations": {"instances": [{"name": "billing",
"value": "my-billing-unit",
"exclude": false
}
]
},
"labels": {"instances": [{"name": "stage",
"value": "initial-research",
"exclude": false
}
]
},
"tolerations": {"attributes": {"name": "string",
"operator": "Equal",
"key": "string",
"value": "string",
"effect": "NoSchedule",
"seconds": 1,
"exclude": false
},
"instances": [{"name": "string",
"operator": "Equal",
"key": "string",
"value": "string",
"effect": "NoSchedule",
"seconds": 1,
"exclude": false
}
]
},
"terminateAfterPreemption": false,
"autoDeletionTimeAfterCompletionSeconds": 15,
"terminationGracePeriodSeconds": 20,
"backoffLimit": 3,
"ports": {"attributes": {"container": 8080,
"serviceType": "LoadBalancer",
"external": 30080,
"toolType": "pytorch",
"toolName": "my-pytorch",
"name": "port-instance-a"
},
"instances": [{"container": 8080,
"serviceType": "LoadBalancer",
"external": 30080,
"toolType": "pytorch",
"toolName": "my-pytorch",
"name": "port-instance-a"
}
]
},
"exposedUrls": {"attributes": {"container": 8080,
"url": "https://my-url.com",
"authorizedUsers": ["user-a",
"user-b"
],
"authorizedGroups": ["group-a",
"group-b"
],
"toolType": "jupyter",
"toolName": "my-pytorch",
"name": "url-instance-a"
},
"instances": [{"container": 8080,
"url": "https://my-url.com",
"authorizedUsers": ["user-a",
"user-b"
],
"authorizedGroups": ["group-a",
"group-b"
],
"toolType": "jupyter",
"toolName": "my-pytorch",
"name": "url-instance-a"
}
]
},
"relatedUrls": {"attributes": {"url": "https://my-url.com",
"type": "wandb",
"name": "url-instance-a"
},
"instances": [{"url": "https://my-url.com",
"type": "wandb",
"name": "url-instance-a"
}
]
},
"priorityClass": "build",
"completions": 1,
"parallelism": 1,
"security": {"uidGidSource": "fromTheImage",
"capabilities": ["CHOWN",
"KILL"
],
"seccompProfileType": "RuntimeDefault",
"runAsNonRoot": true,
"readOnlyRootFilesystem": false,
"runAsUid": 500,
"runAsGid": 30,
"supplementalGroups": "2,3,5,8",
"allowPrivilegeEscalation": false,
"hostIpc": false,
"hostNetwork": false
},
"compute": {"gpuDevicesRequest": 1,
"gpuRequestType": "portion",
"gpuPortionRequest": 0.5,
"gpuPortionLimit": 0.5,
"gpuMemoryRequest": "10M",
"gpuMemoryLimit": "10M",
"migProfile": "1g.5gb",
"cpuCoreRequest": 0.5,
"cpuCoreLimit": 2,
"cpuMemoryRequest": "20M",
"cpuMemoryLimit": "30M",
"largeShmRequest": false,
"extendedResources": {"attributes": {"resource": "hardware-vendor.example/foo",
"quantity": 2,
"exclude": false
},
"instances": [{"resource": "hardware-vendor.example/foo",
"quantity": 2,
"exclude": false
}
]
}
},
"storage": {"dataVolume": {"attributes": {"id": "123e4567-e89b-12d3-a456-426614174000",
"mountPath": "/mnt/data"
},
"instances": [{"id": "123e4567-e89b-12d3-a456-426614174000",
"mountPath": "/mnt/data"
}
]
},
"pvc": {"attributes": {"name": "storage-instance-a",
"path": "/container/my-claim",
"existingPvc": false,
"claimName": "my-claim",
"readOnly": false,
"ephemeral": false,
"claimInfo": {"size": "1G",
"storageClass": "my-storage-class",
"accessModes": {"readWriteOnce": null,
"readOnlyMany": null,
"readWriteMany": null
},
"volumeMode": "Filesystem"
}
},
"instances": [{"name": "storage-instance-a",
"path": "/container/my-claim",
"existingPvc": false,
"claimName": "my-claim",
"readOnly": false,
"ephemeral": false,
"claimInfo": {"size": null,
"storageClass": null,
"accessModes": null,
"volumeMode": null
}
}
]
},
"hostPath": {"attributes": {"name": "storage-instance-a",
"path": "/container/directory",
"readOnly": true,
"mountPath": "/local/directory",
"mountPropagation": "None"
},
"instances": [{"name": "storage-instance-a",
"path": "/container/directory",
"readOnly": true,
"mountPath": "/local/directory",
"mountPropagation": "None"
}
]
},
"nfs": {"attributes": {"name": "storage-instance-a",
"path": "/container/nfs",
"readOnly": true,
"server": "my.nfs.com",
"mountPath": "/local/nfs"
},
"instances": [{"name": "storage-instance-a",
"path": "/container/nfs",
"readOnly": true,
"server": "my.nfs.com",
"mountPath": "/local/nfs"
}
]
},
"git": {"attributes": {"name": "storage-instance-a",
"repository": "https://github.com/my-git/my-repo",
"branch": "main",
"revision": "string",
"path": "/container/my-repository",
"passwordSecret": "my-password-secret",
"secretKeyOfUser": "User",
"secretKeyOfPassword": "Password"
},
"instances": [{"name": "storage-instance-a",
"repository": "https://github.com/my-git/my-repo",
"branch": "main",
"revision": "string",
"path": "/container/my-repository",
"passwordSecret": "my-password-secret",
"secretKeyOfUser": "User",
"secretKeyOfPassword": "Password"
}
]
},
"configMapVolume": {"attributes": {"name": "storage-instance-a",
"configMap": "string",
"mountPath": "string"
},
"instances": [{"name": "storage-instance-a",
"configMap": "string",
"mountPath": "string"
}
]
},
"secretVolume": {"attributes": {"name": "storage-instance-a",
"mountPath": "string",
"secret": "string"
},
"instances": [{"name": "storage-instance-a",
"mountPath": "string",
"secret": "string"
}
]
},
"s3": {"attributes": {"name": "storage-instance-a",
"bucket": "my-bucket",
"path": "/container/my-bucket",
"url": "https://s3.amazonaws.com",
"accessKeySecret": "my-access-key-secret",
"secretKeyOfAccessKeyId": "AccessKeyId",
"secretKeyOfSecretKey": "SecretKey"
},
"instances": [{"name": "storage-instance-a",
"bucket": "my-bucket",
"path": "/container/my-bucket",
"url": "https://s3.amazonaws.com",
"accessKeySecret": "my-access-key-secret",
"secretKeyOfAccessKeyId": "AccessKeyId",
"secretKeyOfSecretKey": "SecretKey"
}
]
}
}
},
"rules": {"command": {"required": true,
"canEdit": false,
"options": [{"value": "value",
"displayed": "A description of the value."
}
]
},
"args": {"required": true,
"canEdit": false,
"options": [{"value": "value",
"displayed": "A description of the value."
}
]
},
"image": {"required": true,
"canEdit": false,
"options": [{"value": "value",
"displayed": "A description of the value."
}
]
},
"imagePullPolicy": {"required": true,
"canEdit": false,
"options": [{"value": "Always",
"displayed": "string"
}
]
},
"workingDir": {"required": true,
"canEdit": false,
"options": [{"value": "value",
"displayed": "A description of the value."
}
]
},
"createHomeDir": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true
},
"probes": {"readiness": {"initialDelaySeconds": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true,
"min": 0,
"max": 0,
"step": 0,
"defaultFrom": {"field": "string",
"factor": 1
}
},
"periodSeconds": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true,
"min": 0,
"max": 0,
"step": 0,
"defaultFrom": {"field": "string",
"factor": 1
}
},
"timeoutSeconds": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true,
"min": 0,
"max": 0,
"step": 0,
"defaultFrom": {"field": "string",
"factor": 1
}
},
"successThreshold": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true,
"min": 0,
"max": 0,
"step": 0,
"defaultFrom": {"field": "string",
"factor": 1
}
},
"failureThreshold": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true,
"min": 0,
"max": 0,
"step": 0,
"defaultFrom": {"field": "string",
"factor": 1
}
},
"handler": {"httpGet": {"path": {"required": true,
"canEdit": false,
"options": [ ]
},
"port": {"sourceOfRule": null,
"required": null,
"canEdit": null,
"min": null,
"max": null,
"step": null,
"defaultFrom": null
},
"host": {"required": true,
"canEdit": false,
"options": [ ]
},
"scheme": {"required": true,
"canEdit": false,
"options": [ ]
}
}
}
}
},
"nodeType": {"required": true,
"canEdit": false,
"options": [{"value": "value",
"displayed": "A description of the value."
}
]
},
"nodePools": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"options": [{"value": "value",
"displayed": "A description of the value."
}
],
"canEdit": true
},
"podAffinity": {"type": {"required": true,
"canEdit": false,
"options": [{"value": "Required",
"displayed": "string"
}
]
},
"key": {"required": true,
"canEdit": false,
"options": [{"value": "value",
"displayed": "A description of the value."
}
]
}
},
"environmentVariables": {"instances": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"canAdd": true,
"locked": ["HOME",
"USER"
]
}
},
"annotations": {"instances": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"canAdd": true,
"locked": ["HOME",
"USER"
]
}
},
"labels": {"instances": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"canAdd": true,
"locked": ["HOME",
"USER"
]
}
},
"tolerations": {"attributes": {"operator": {"required": true,
"canEdit": false,
"options": [{"value": null,
"displayed": null
}
]
},
"key": {"required": true,
"canEdit": false,
"options": [{"value": "value",
"displayed": "A description of the value."
}
]
},
"value": {"required": true,
"canEdit": false,
"options": [{"value": "value",
"displayed": "A description of the value."
}
]
},
"effect": {"required": true,
"canEdit": false,
"options": [{"value": null,
"displayed": null
}
]
},
"seconds": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true,
"min": 0,
"max": 0,
"step": 0,
"defaultFrom": {"field": "string",
"factor": 1
}
},
"exclude": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true
}
},
"instances": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"canAdd": true,
"locked": ["HOME",
"USER"
]
}
},
"terminateAfterPreemption": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true
},
"autoDeletionTimeAfterCompletionSeconds": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true,
"min": 0,
"max": 0,
"step": 0,
"defaultFrom": {"field": "string",
"factor": 1
}
},
"terminationGracePeriodSeconds": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true,
"min": 0,
"max": 0,
"step": 0,
"defaultFrom": {"field": "string",
"factor": 1
}
},
"backoffLimit": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true,
"min": 0,
"max": 0,
"step": 0,
"defaultFrom": {"field": "string",
"factor": 1
}
},
"ports": {"attributes": {"container": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true,
"min": 0,
"max": 0,
"step": 0,
"defaultFrom": {"field": "string",
"factor": 1
}
},
"serviceType": {"required": true,
"canEdit": false,
"options": [{"value": null,
"displayed": null
}
]
},
"customExternalPort": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true
},
"external": {"sourceOfRule": {"scope": "project",
"projectId": 3
},
"required": true,
"canEdit": true,
"min": 0,
"max": 0,
"step": 0,
"defaultFrom": {"field": "string",
"factor": 1
}
},
"toolType": {"required": true,
"canEdit": false,
"options": [{"value": "value",
"displayed": "A description of the value."
}
]
},
"toolName": {"required": true,
"canEdit": false,
"options": [{"value": "value",
"displayed": "A description of the value."
}
]
}
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