Jobs

API: Stable

Jobs in UCloud are the core abstraction used to describe units of computation.

Rationale

📝 NOTE: This API follows the standard Resources API. We recommend that you have already read and understood the concepts described here.


The compute system allows for a variety of computational workloads to run on UCloud. All compute jobs in UCloud run an application on one or more ‘nodes’. The type of applications determine what the job does:

  • Batch applications provide support for long running computational workloads (typically containerized)

  • Web applications provide support for applications which expose a graphical web-interface

  • VNC applications provide support for interactive remote desktop workloads

  • Virtual machine applications provide support for more advanced workloads which aren’t easily containerized or require special privileges

Every Job is created from a specification. The specification contains input parameters, such as files and application flags, and additional resources. Zero or more resources can be connected to an application, and provide services such as:


📝 Provider Note: This is the API exposed to end-users. See the table below for other relevant APIs.

End-User Provider (Ingoing) Control (Outgoing)
Jobs JobsProvider JobsControl

Table of Contents

1. Examples
Description
Creating a simple batch Job
Following the progress of a Job
Starting an interactive terminal session
Connecting two Jobs together
Starting a Job with a public link (Ingress)
Using licensed software
Using a remote desktop Application (VNC)
Using a web Application
Losing access to resources
Running out of compute credits
Extending a Job and terminating it early
2. Remote Procedure Calls
Name Description
browse Browses the catalog of all Jobs
follow Follow the progress of a job
retrieve Retrieves a single Job
retrieveProducts Retrieve product support for all accessible providers
retrieveUtilization Retrieve information about how busy the provider's cluster currently is
search Searches the catalog of available resources
create Creates one or more resources
extend Extend the duration of one or more jobs
init Request (potential) initialization of resources
openInteractiveSession Opens an interactive session (e.g. terminal, web or VNC)
suspend Suspend a job
terminate Request job cancellation and destruction
unsuspend Unsuspends a job
updateAcl Updates the ACL attached to a resource
3. Data Models
Name Description
Job A `Job` in UCloud is the core abstraction used to describe a unit of computation.
JobSpecification A specification of a Job
JobState A value describing the current state of a Job
InteractiveSessionType A value describing a type of 'interactive' session
JobIncludeFlags Flags used to tweak read operations of Jobs
ComputeSupport No description
ComputeSupport.Docker No description
ComputeSupport.Native No description
ComputeSupport.VirtualMachine No description
CpuAndMemory No description
ExportedParameters No description
ExportedParameters.Resources No description
JobBindKind No description
JobBinding No description
JobOutput No description
JobStatus Describes the current state of the `Resource`
JobUpdate Describes an update to the `Resource`
JobsLog No description
OpenSession No description
OpenSession.Shell No description
OpenSession.Vnc No description
OpenSession.Web No description
OpenSessionWithProvider No description
QueueStatus No description
ExportedParametersRequest No description
JobsExtendRequestItem No description
JobsOpenInteractiveSessionRequestItem No description
JobsRetrieveUtilizationRequest No description
JobsFollowResponse No description
JobsRetrieveUtilizationResponse No description

Example: Creating a simple batch Job

Frequency of useCommon
TriggerUser initiated
Pre-conditions
  • User has been granted credits for using the selected machine
Post-conditions
  • A Job is started in the user's workspace
Actors
  • An authenticated user (user)
Communication Flow: Kotlin
/* The user finds an interesting application from the catalog */


/* The user selects the first application ('batch' in version '1.0.0') */


/* The user requests additional information about the application */

val application = AppStore.findByNameAndVersion.call(
    FindByNameAndVersionRequest(
        appName = "a-batch-application", 
        appVersion = "1.0.0", 
    ),
    user
).orThrow()

/*
application = ApplicationWithFavoriteAndTags(
    favorite = false, 
    invocation = ApplicationInvocationDescription(
        allowAdditionalMounts = null, 
        allowAdditionalPeers = null, 
        allowMultiNode = false, 
        allowPublicIp = false, 
        allowPublicLink = null, 
        applicationType = ApplicationType.BATCH, 
        container = null, 
        environment = null, 
        fileExtensions = emptyList(), 
        invocation = listOf(WordInvocationParameter(
            word = "batch", 
        ), VariableInvocationParameter(
            isPrefixVariablePartOfArg = false, 
            isSuffixVariablePartOfArg = false, 
            prefixGlobal = "", 
            prefixVariable = "", 
            suffixGlobal = "", 
            suffixVariable = "", 
            variableNames = listOf("var"), 
        )), 
        licenseServers = emptyList(), 
        modules = null, 
        outputFileGlobs = listOf("*"), 
        parameters = listOf(ApplicationParameter.Text(
            defaultValue = null, 
            description = "An example input variable", 
            name = "var", 
            optional = false, 
            title = "", 
        )), 
        shouldAllowAdditionalMounts = false, 
        shouldAllowAdditionalPeers = true, 
        ssh = null, 
        tool = ToolReference(
            name = "batch-tool", 
            tool = Tool(
                createdAt = 1632979836013, 
                description = NormalizedToolDescription(
                    authors = listOf("UCloud"), 
                    backend = ToolBackend.DOCKER, 
                    container = null, 
                    defaultNumberOfNodes = 1, 
                    defaultTimeAllocation = SimpleDuration(
                        hours = 1, 
                        minutes = 0, 
                        seconds = 0, 
                    ), 
                    description = "Batch tool", 
                    image = "dreg.cloud.sdu.dk/batch/batch:1.0.0", 
                    info = NameAndVersion(
                        name = "batch-tool", 
                        version = "1.0.0", 
                    ), 
                    license = "None", 
                    requiredModules = emptyList(), 
                    supportedProviders = null, 
                    title = "Batch tool", 
                ), 
                modifiedAt = 1632979836013, 
                owner = "user", 
            ), 
            version = "1.0.0", 
        ), 
        vnc = null, 
        web = null, 
    ), 
    metadata = ApplicationMetadata(
        authors = listOf("UCloud"), 
        createdAt = 1717663228434, 
        description = "This is a batch application", 
        flavorName = null, 
        group = null, 
        isPublic = true, 
        name = "a-batch-application", 
        public = true, 
        title = "A Batch Application", 
        version = "1.0.0", 
        website = null, 
    ), 
    tags = listOf("very-scientific"), 
)
*/

/* The user looks for a suitable machine */

val machineTypes = Products.browse.call(
    ProductsBrowseRequest(
        consistency = null, 
        filterArea = ProductType.COMPUTE, 
        filterCategory = null, 
        filterName = null, 
        filterProvider = null, 
        filterVersion = null, 
        includeBalance = null, 
        includeMaxBalance = null, 
        itemsPerPage = 50, 
        itemsToSkip = null, 
        next = null, 
        showAllVersions = null, 
    ),
    user
).orThrow()

/*
machineTypes = PageV2(
    items = listOf(Product.Compute(
        allowAllocationRequestsFrom = AllocationRequestsGroup.ALL, 
        category = ProductCategoryId(
            id = "example-compute", 
            name = "example-compute", 
            provider = "example", 
        ), 
        chargeType = ChargeType.ABSOLUTE, 
        cpu = 10, 
        cpuModel = null, 
        description = "An example compute product", 
        freeToUse = false, 
        gpu = 0, 
        gpuModel = null, 
        hiddenInGrantApplications = false, 
        memoryInGigs = 20, 
        memoryModel = null, 
        name = "example-compute", 
        pricePerUnit = 1000000, 
        priority = 0, 
        productType = ProductType.COMPUTE, 
        unitOfPrice = ProductPriceUnit.CREDITS_PER_MINUTE, 
        version = 1, 
        balance = null, 
        id = "example-compute", 
        maxUsableBalance = null, 
    )), 
    itemsPerPage = 50, 
    next = null, 
)
*/

/* The user starts the Job with input based on previous requests */

Jobs.create.call(
    bulkRequestOf(JobSpecification(
        allowDuplicateJob = false, 
        application = NameAndVersion(
            name = "a-batch-application", 
            version = "1.0.0", 
        ), 
        name = null, 
        openedFile = null, 
        parameters = mapOf("var" to AppParameterValue.Text(
            value = "Example", 
        )), 
        product = ProductReference(
            category = "example-compute", 
            id = "example-compute", 
            provider = "example", 
        ), 
        replicas = 1, 
        resources = null, 
        restartOnExit = null, 
        sshEnabled = null, 
        timeAllocation = null, 
    )),
    user
).orThrow()

/*
BulkResponse(
    responses = listOf(FindByStringId(
        id = "48920", 
    )), 
)
*/
Communication Flow: Curl
# ------------------------------------------------------------------------------------------------------
# $host is the UCloud instance to contact. Example: 'http://localhost:8080' or 'https://cloud.sdu.dk'
# $accessToken is a valid access-token issued by UCloud
# ------------------------------------------------------------------------------------------------------

# The user finds an interesting application from the catalog

# The user selects the first application ('batch' in version '1.0.0')

# The user requests additional information about the application

# Authenticated as user
curl -XGET -H "Authorization: Bearer $accessToken" "$host/api/hpc/apps/byNameAndVersion?appName=a-batch-application&appVersion=1.0.0" 

# application = 
# {
#     "metadata": {
#         "name": "a-batch-application",
#         "version": "1.0.0",
#         "authors": [
#             "UCloud"
#         ],
#         "title": "A Batch Application",
#         "description": "This is a batch application",
#         "website": null,
#         "public": true,
#         "flavorName": null,
#         "group": null,
#         "createdAt": 1717663228434
#     },
#     "invocation": {
#         "tool": {
#             "name": "batch-tool",
#             "version": "1.0.0",
#             "tool": {
#                 "owner": "user",
#                 "createdAt": 1632979836013,
#                 "modifiedAt": 1632979836013,
#                 "description": {
#                     "info": {
#                         "name": "batch-tool",
#                         "version": "1.0.0"
#                     },
#                     "container": null,
#                     "defaultNumberOfNodes": 1,
#                     "defaultTimeAllocation": {
#                         "hours": 1,
#                         "minutes": 0,
#                         "seconds": 0
#                     },
#                     "requiredModules": [
#                     ],
#                     "authors": [
#                         "UCloud"
#                     ],
#                     "title": "Batch tool",
#                     "description": "Batch tool",
#                     "backend": "DOCKER",
#                     "license": "None",
#                     "image": "dreg.cloud.sdu.dk/batch/batch:1.0.0",
#                     "supportedProviders": null
#                 }
#             }
#         },
#         "invocation": [
#             {
#                 "type": "word",
#                 "word": "batch"
#             },
#             {
#                 "type": "var",
#                 "variableNames": [
#                     "var"
#                 ],
#                 "prefixGlobal": "",
#                 "suffixGlobal": "",
#                 "prefixVariable": "",
#                 "suffixVariable": "",
#                 "isPrefixVariablePartOfArg": false,
#                 "isSuffixVariablePartOfArg": false
#             }
#         ],
#         "parameters": [
#             {
#                 "type": "text",
#                 "name": "var",
#                 "optional": false,
#                 "defaultValue": null,
#                 "title": "",
#                 "description": "An example input variable"
#             }
#         ],
#         "outputFileGlobs": [
#             "*"
#         ],
#         "applicationType": "BATCH",
#         "vnc": null,
#         "web": null,
#         "ssh": null,
#         "container": null,
#         "environment": null,
#         "allowAdditionalMounts": null,
#         "allowAdditionalPeers": null,
#         "allowMultiNode": false,
#         "allowPublicIp": false,
#         "allowPublicLink": null,
#         "fileExtensions": [
#         ],
#         "licenseServers": [
#         ],
#         "modules": null
#     },
#     "favorite": false,
#     "tags": [
#         "very-scientific"
#     ]
# }

# The user looks for a suitable machine

curl -XGET -H "Authorization: Bearer $accessToken" "$host/api/products/browse?itemsPerPage=50&filterArea=COMPUTE" 

# machineTypes = 
# {
#     "itemsPerPage": 50,
#     "items": [
#         {
#             "type": "compute",
#             "balance": null,
#             "maxUsableBalance": null,
#             "name": "example-compute",
#             "pricePerUnit": 1000000,
#             "category": {
#                 "name": "example-compute",
#                 "provider": "example"
#             },
#             "description": "An example compute product",
#             "priority": 0,
#             "cpu": 10,
#             "memoryInGigs": 20,
#             "gpu": 0,
#             "cpuModel": null,
#             "memoryModel": null,
#             "gpuModel": null,
#             "version": 1,
#             "freeToUse": false,
#             "allowAllocationRequestsFrom": "ALL",
#             "unitOfPrice": "CREDITS_PER_MINUTE",
#             "chargeType": "ABSOLUTE",
#             "hiddenInGrantApplications": false,
#             "productType": "COMPUTE"
#         }
#     ],
#     "next": null
# }

# The user starts the Job with input based on previous requests

curl -XPOST -H "Authorization: Bearer $accessToken" -H "Content-Type: content-type: application/json; charset=utf-8" "$host/api/jobs" -d '{
    "items": [
        {
            "application": {
                "name": "a-batch-application",
                "version": "1.0.0"
            },
            "product": {
                "id": "example-compute",
                "category": "example-compute",
                "provider": "example"
            },
            "name": null,
            "replicas": 1,
            "allowDuplicateJob": false,
            "parameters": {
                "var": {
                    "type": "text",
                    "value": "Example"
                }
            },
            "resources": null,
            "timeAllocation": null,
            "openedFile": null,
            "restartOnExit": null,
            "sshEnabled": null
        }
    ]
}'


# {
#     "responses": [
#         {
#             "id": "48920"
#         }
#     ]
# }
Communication Flow: Visual

Example: Following the progress of a Job

Frequency of useCommon
Pre-conditions
  • A running Job, with ID 123
Actors
  • An authenticated user (user)
Communication Flow: Kotlin
Jobs.follow.subscribe(
    FindByStringId(
        id = "123", 
    ),
    user,
    handler = { /* will receive messages listed below */ }
)

/*
JobsFollowResponse(
    log = emptyList(), 
    newStatus = JobStatus(
        allowRestart = false, 
        expiresAt = null, 
        jobParametersJson = null, 
        resolvedApplication = null, 
        resolvedProduct = null, 
        resolvedSupport = null, 
        startedAt = null, 
        state = JobState.IN_QUEUE, 
    ), 
    updates = emptyList(), 
)
*/

/*
JobsFollowResponse(
    log = emptyList(), 
    newStatus = JobStatus(
        allowRestart = false, 
        expiresAt = null, 
        jobParametersJson = null, 
        resolvedApplication = null, 
        resolvedProduct = null, 
        resolvedSupport = null, 
        startedAt = null, 
        state = JobState.RUNNING, 
    ), 
    updates = listOf(JobUpdate(
        allowRestart = null, 
        expectedDifferentState = null, 
        expectedState = null, 
        newMounts = null, 
        newTimeAllocation = null, 
        outputFolder = null, 
        state = JobState.RUNNING, 
        status = "The job is now running", 
        timestamp = 1633680152778, 
    )), 
)
*/

/*
JobsFollowResponse(
    log = listOf(JobsLog(
        rank = 0, 
        stderr = null, 
        stdout = "GNU bash, version 5.0.17(1)-release (x86_64-pc-linux-gnu)" + "\n" + 
            "Copyright (C) 2019 Free Software Foundation, Inc." + "\n" + 
            "License GPLv3+: GNU GPL version 3 or later <http://gnu.org/licenses/gpl.html>" + "\n" + 
            "" + "\n" + 
            "This is free software; you are free to change and redistribute it." + "\n" + 
            "There is NO WARRANTY, to the extent permitted by law.", 
    )), 
    newStatus = JobStatus(
        allowRestart = false, 
        expiresAt = null, 
        jobParametersJson = null, 
        resolvedApplication = null, 
        resolvedProduct = null, 
        resolvedSupport = null, 
        startedAt = null, 
        state = JobState.RUNNING, 
    ), 
    updates = emptyList(), 
)
*/

/*
JobsFollowResponse(
    log = emptyList(), 
    newStatus = JobStatus(
        allowRestart = false, 
        expiresAt = null, 
        jobParametersJson = null, 
        resolvedApplication = null, 
        resolvedProduct = null, 
        resolvedSupport = null, 
        startedAt = null, 
        state = JobState.SUCCESS, 
    ), 
    updates = listOf(JobUpdate(
        allowRestart = null, 
        expectedDifferentState = null, 
        expectedState = null, 
        newMounts = null, 
        newTimeAllocation = null, 
        outputFolder = null, 
        state = JobState.SUCCESS, 
        status = "The job is no longer running", 
        timestamp = 1633680152778, 
    )), 
)
*/
Communication Flow: Curl
# ------------------------------------------------------------------------------------------------------
# $host is the UCloud instance to contact. Example: 'http://localhost:8080' or 'https://cloud.sdu.dk'
# $accessToken is a valid access-token issued by UCloud
# ------------------------------------------------------------------------------------------------------
Communication Flow: Visual

Example: Starting an interactive terminal session

Frequency of useCommon
TriggerUser initiated by clicking on 'Open Terminal' of a running Job
Pre-conditions
  • A running Job with ID 123
  • The provider must support the terminal functionality
Actors
  • An authenticated user (user)
Communication Flow: Kotlin
Jobs.retrieveProducts.call(
    Unit,
    user
).orThrow()

/*
SupportByProvider(
    productsByProvider = mapOf("example" to listOf(ResolvedSupport(
        product = Product.Compute(
            allowAllocationRequestsFrom = AllocationRequestsGroup.ALL, 
            category = ProductCategoryId(
                id = "compute-example", 
                name = "compute-example", 
                provider = "example", 
            ), 
            chargeType = ChargeType.ABSOLUTE, 
            cpu = 1, 
            cpuModel = null, 
            description = "An example machine", 
            freeToUse = false, 
            gpu = 0, 
            gpuModel = null, 
            hiddenInGrantApplications = false, 
            memoryInGigs = 2, 
            memoryModel = null, 
            name = "compute-example", 
            pricePerUnit = 1000000, 
            priority = 0, 
            productType = ProductType.COMPUTE, 
            unitOfPrice = ProductPriceUnit.CREDITS_PER_MINUTE, 
            version = 1, 
            balance = null, 
            id = "compute-example", 
            maxUsableBalance = null, 
        ), 
        support = ComputeSupport(
            docker = ComputeSupport.Docker(
                enabled = true, 
                logs = null, 
                peers = null, 
                terminal = true, 
                timeExtension = null, 
                utilization = null, 
                vnc = null, 
                web = null, 
            ), 
            maintenance = null, 
            native = ComputeSupport.Native(
                enabled = null, 
                logs = null, 
                terminal = null, 
                timeExtension = null, 
                utilization = null, 
                vnc = null, 
                web = null, 
            ), 
            product = ProductReference(
                category = "compute-example", 
                id = "compute-example", 
                provider = "example", 
            ), 
            virtualMachine = ComputeSupport.VirtualMachine(
                enabled = null, 
                logs = null, 
                suspension = null, 
                terminal = null, 
                timeExtension = null, 
                utilization = null, 
                vnc = null, 
            ), 
        ), 
    ))), 
)
*/

/* 📝 Note: The machine has support for the 'terminal' feature */

Jobs.openInteractiveSession.call(
    bulkRequestOf(JobsOpenInteractiveSessionRequestItem(
        id = "123", 
        rank = 1, 
        sessionType = InteractiveSessionType.SHELL, 
    )),
    user
).orThrow()

/*
BulkResponse(
    responses = listOf(OpenSessionWithProvider(
        providerDomain = "provider.example.com", 
        providerId = "example", 
        session = OpenSession.Shell(
            domainOverride = null, 
            jobId = "123", 
            rank = 1, 
            sessionIdentifier = "a81ea644-58f5-44d9-8e94-89f81666c441", 
        ), 
    )), 
)
*/

/* The session is now open and we can establish a shell connection directly with provider.example.com */

Shells.open.subscribe(
    ShellRequest.Initialize(
        cols = 80, 
        rows = 24, 
        sessionIdentifier = "a81ea644-58f5-44d9-8e94-89f81666c441", 
    ),
    user,
    handler = { /* will receive messages listed below */ }
)

/*
ShellResponse.Data(
    data = "user@machine:~$ ", 
)
*/

Shells.open.call(
    ShellRequest.Input(
        data = "ls -1" + "\n" + 
            "", 
    ),
    user
).orThrow()

/*
ShellResponse.Data(
    data = "ls -1" + "\n" + 
        "", 
)
*/

/*
ShellResponse.Data(
    data = "hello_world.txt" + "\n" + 
        "", 
)
*/

/*
ShellResponse.Data(
    data = "user@machine:~$ ", 
)
*/
Communication Flow: Curl
# ------------------------------------------------------------------------------------------------------
# $host is the UCloud instance to contact. Example: 'http://localhost:8080' or 'https://cloud.sdu.dk'
# $accessToken is a valid access-token issued by UCloud
# ------------------------------------------------------------------------------------------------------

# Authenticated as user
curl -XGET -H "Authorization: Bearer $accessToken" "$host/api/jobs/retrieveProducts" 

# {
#     "productsByProvider": {
#         "example": [
#             {
#                 "product": {
#                     "balance": null,
#                     "maxUsableBalance": null,
#                     "name": "compute-example",
#                     "pricePerUnit": 1000000,
#                     "category": {
#                         "name": "compute-example",
#                         "provider": "example"
#                     },
#                     "description": "An example machine",
#                     "priority": 0,
#                     "cpu": 1,
#                     "memoryInGigs": 2,
#                     "gpu": 0,
#                     "cpuModel": null,
#                     "memoryModel": null,
#                     "gpuModel": null,
#                     "version": 1,
#                     "freeToUse": false,
#                     "allowAllocationRequestsFrom": "ALL",
#                     "unitOfPrice": "CREDITS_PER_MINUTE",
#                     "chargeType": "ABSOLUTE",
#                     "hiddenInGrantApplications": false,
#                     "productType": "COMPUTE"
#                 },
#                 "support": {
#                     "product": {
#                         "id": "compute-example",
#                         "category": "compute-example",
#                         "provider": "example"
#                     },
#                     "docker": {
#                         "enabled": true,
#                         "web": null,
#                         "vnc": null,
#                         "logs": null,
#                         "terminal": true,
#                         "peers": null,
#                         "timeExtension": null,
#                         "utilization": null
#                     },
#                     "virtualMachine": {
#                         "enabled": null,
#                         "logs": null,
#                         "vnc": null,
#                         "terminal": null,
#                         "timeExtension": null,
#                         "suspension": null,
#                         "utilization": null
#                     },
#                     "native": {
#                         "enabled": null,
#                         "logs": null,
#                         "vnc": null,
#                         "terminal": null,
#                         "timeExtension": null,
#                         "utilization": null,
#                         "web": null
#                     },
#                     "maintenance": null
#                 }
#             }
#         ]
#     }
# }

# 📝 Note: The machine has support for the 'terminal' feature

curl -XPOST -H "Authorization: Bearer $accessToken" -H "Content-Type: content-type: application/json; charset=utf-8" "$host/api/jobs/interactiveSession" -d '{
    "items": [
        {
            "id": "123",
            "rank": 1,
            "sessionType": "SHELL"
        }
    ]
}'


# {
#     "responses": [
#         {
#             "providerDomain": "provider.example.com",
#             "providerId": "example",
#             "session": {
#                 "type": "shell",
#                 "jobId": "123",
#                 "rank": 1,
#                 "sessionIdentifier": "a81ea644-58f5-44d9-8e94-89f81666c441",
#                 "domainOverride": null
#             }
#         }
#     ]
# }

# The session is now open and we can establish a shell connection directly with provider.example.com
Communication Flow: Visual

Example: Connecting two Jobs together

Frequency of useCommon
TriggerUser initiated
Actors
  • An authenticated user (user)
Communication Flow: Kotlin
/* In this example our user wish to deploy a simple web application which connects to a database server */


/* The user first provision a database server using an Application */

Jobs.create.call(
    bulkRequestOf(JobSpecification(
        allowDuplicateJob = false, 
        application = NameAndVersion(
            name = "acme-database", 
            version = "1.0.0", 
        ), 
        name = "my-database", 
        openedFile = null, 
        parameters = mapOf("dataStore" to AppParameterValue.File(
            path = "/123/acme-database", 
            readOnly = false, 
        )), 
        product = ProductReference(
            category = "example-compute", 
            id = "example-compute", 
            provider = "example", 
        ), 
        replicas = 1, 
        resources = null, 
        restartOnExit = null, 
        sshEnabled = null, 
        timeAllocation = null, 
    )),
    user
).orThrow()

/*
BulkResponse(
    responses = listOf(FindByStringId(
        id = "4101", 
    )), 
)
*/

/* The database is now `RUNNING` with the persistent from `/123/acme-database` */


/* By default, the UCloud firewall will not allow any ingoing connections to the Job. This firewall
can be updated by connecting one or more Jobs together. We will now do this using the Application.
"Peer" feature. This feature is commonly referred to as "Connect to Job". */


/* We will now start our web-application and connect it to our existing database Job */

Jobs.create.call(
    bulkRequestOf(JobSpecification(
        allowDuplicateJob = false, 
        application = NameAndVersion(
            name = "acme-web-app", 
            version = "1.0.0", 
        ), 
        name = "my-web-app", 
        openedFile = null, 
        parameters = null, 
        product = ProductReference(
            category = "example-compute", 
            id = "example-compute", 
            provider = "example", 
        ), 
        replicas = 1, 
        resources = listOf(AppParameterValue.Peer(
            hostname = "database", 
            jobId = "4101", 
        )), 
        restartOnExit = null, 
        sshEnabled = null, 
        timeAllocation = null, 
    )),
    user
).orThrow()

/*
BulkResponse(
    responses = listOf(FindByStringId(
        id = "4150", 
    )), 
)
*/

/* The web-application can now connect to the database using the 'database' hostname, as specified in
the JobSpecification. */
Communication Flow: Curl
# ------------------------------------------------------------------------------------------------------
# $host is the UCloud instance to contact. Example: 'http://localhost:8080' or 'https://cloud.sdu.dk'
# $accessToken is a valid access-token issued by UCloud
# ------------------------------------------------------------------------------------------------------

# In this example our user wish to deploy a simple web application which connects to a database server

# The user first provision a database server using an Application

# Authenticated as user
curl -XPOST -H "Authorization: Bearer $accessToken" -H "Content-Type: content-type: application/json; charset=utf-8" "$host/api/jobs" -d '{
    "items": [
        {
            "application": {
                "name": "acme-database",
                "version": "1.0.0"
            },
            "product": {
                "id": "example-compute",
                "category": "example-compute",
                "provider": "example"
            },
            "name": "my-database",
            "replicas": 1,
            "allowDuplicateJob": false,
            "parameters": {
                "dataStore": {
                    "type": "file",
                    "path": "/123/acme-database",
                    "readOnly": false
                }
            },
            "resources": null,
            "timeAllocation": null,
            "openedFile": null,
            "restartOnExit": null,
            "sshEnabled": null
        }
    ]
}'


# {
#     "responses": [
#         {
#             "id": "4101"
#         }
#     ]
# }

# The database is now `RUNNING` with the persistent from `/123/acme-database`

# By default, the UCloud firewall will not allow any ingoing connections to the Job. This firewall
# can be updated by connecting one or more Jobs together. We will now do this using the Application.
# "Peer" feature. This feature is commonly referred to as "Connect to Job".

# We will now start our web-application and connect it to our existing database Job

curl -XPOST -H "Authorization: Bearer $accessToken" -H "Content-Type: content-type: application/json; charset=utf-8" "$host/api/jobs" -d '{
    "items": [
        {
            "application": {
                "name": "acme-web-app",
                "version": "1.0.0"
            },
            "product": {
                "id": "example-compute",
                "category": "example-compute",
                "provider": "example"
            },
            "name": "my-web-app",
            "replicas": 1,
            "allowDuplicateJob": false,
            "parameters": null,
            "resources": [
                {
                    "type": "peer",
                    "hostname": "database",
                    "jobId": "4101"
                }
            ],
            "timeAllocation": null,
            "openedFile": null,
            "restartOnExit": null,
            "sshEnabled": null
        }
    ]
}'


# {
#     "responses": [
#         {
#             "id": "4150"
#         }
#     ]
# }

# The web-application can now connect to the database using the 'database' hostname, as specified in
# the JobSpecification.
Communication Flow: Visual

Example: Using licensed software

Frequency of useCommon
Pre-conditions
  • User has already been granted credits for the license (typically through Grants)
Actors
  • An authenticated user (user)
Communication Flow: Kotlin
/* In this example, the user will run a piece of licensed software. */


/* First, the user must activate a copy of their license, which has previously been granted to them through the Grant system. */

Licenses.create.call(
    bulkRequestOf(LicenseSpecification(
        product = ProductReference(
            category = "example-license", 
            id = "example-license", 
            provider = "example", 
        ), 
    )),
    user
).orThrow()

/*
BulkResponse(
    responses = listOf(FindByStringId(
        id = "56231", 
    )), 
)
*/

/* This license can now freely be used in Jobs */

Jobs.create.call(
    bulkRequestOf(JobSpecification(
        allowDuplicateJob = false, 
        application = NameAndVersion(
            name = "acme-licensed-software", 
            version = "1.0.0", 
        ), 
        name = null, 
        openedFile = null, 
        parameters = mapOf("license" to AppParameterValue.License(
            id = "56231", 
        )), 
        product = ProductReference(
            category = "example-compute", 
            id = "example-compute", 
            provider = "example", 
        ), 
        replicas = 1, 
        resources = null, 
        restartOnExit = null, 
        sshEnabled = null, 
        timeAllocation = null, 
    )),
    user
).orThrow()

/*
BulkResponse(
    responses = listOf(FindByStringId(
        id = "55123", 
    )), 
)
*/
Communication Flow: Curl
# ------------------------------------------------------------------------------------------------------
# $host is the UCloud instance to contact. Example: 'http://localhost:8080' or 'https://cloud.sdu.dk'
# $accessToken is a valid access-token issued by UCloud
# ------------------------------------------------------------------------------------------------------

# In this example, the user will run a piece of licensed software.

# First, the user must activate a copy of their license, which has previously been granted to them through the Grant system.

# Authenticated as user
curl -XPOST -H "Authorization: Bearer $accessToken" -H "Content-Type: content-type: application/json; charset=utf-8" "$host/api/licenses" -d '{
    "items": [
        {
            "product": {
                "id": "example-license",
                "category": "example-license",
                "provider": "example"
            }
        }
    ]
}'


# {
#     "responses": [
#         {
#             "id": "56231"
#         }
#     ]
# }

# This license can now freely be used in Jobs

curl -XPOST -H "Authorization: Bearer $accessToken" -H "Content-Type: content-type: application/json; charset=utf-8" "$host/api/jobs" -d '{
    "items": [
        {
            "application": {
                "name": "acme-licensed-software",
                "version": "1.0.0"
            },
            "product": {
                "id": "example-compute",
                "category": "example-compute",
                "provider": "example"
            },
            "name": null,
            "replicas": 1,
            "allowDuplicateJob": false,
            "parameters": {
                "license": {
                    "type": "license_server",
                    "id": "56231"
                }
            },
            "resources": null,
            "timeAllocation": null,
            "openedFile": null,
            "restartOnExit": null,
            "sshEnabled": null
        }
    ]
}'


# {
#     "responses": [
#         {
#             "id": "55123"
#         }
#     ]
# }
Communication Flow: Visual

Example: Using a remote desktop Application (VNC)

Frequency of useCommon
Actors
  • An authenticated user (user)
Communication Flow: Kotlin
/* In this example, the user will create a Job which uses an Application that exposes a VNC interface */

Jobs.create.call(
    bulkRequestOf(JobSpecification(
        allowDuplicateJob = false, 
        application = NameAndVersion(
            name = "acme-remote-desktop", 
            version = "1.0.0", 
        ), 
        name = null, 
        openedFile = null, 
        parameters = null, 
        product = ProductReference(
            category = "example-compute", 
            id = "example-compute", 
            provider = "example", 
        ), 
        replicas = 1, 
        resources = null, 
        restartOnExit = null, 
        sshEnabled = null, 
        timeAllocation = null, 
    )),
    user
).orThrow()

/*
BulkResponse(
    responses = listOf(FindByStringId(
        id = "51231", 
    )), 
)
*/
Jobs.openInteractiveSession.call(
    bulkRequestOf(JobsOpenInteractiveSessionRequestItem(
        id = "51231", 
        rank = 0, 
        sessionType = InteractiveSessionType.VNC, 
    )),
    user
).orThrow()

/*
BulkResponse(
    responses = listOf(OpenSessionWithProvider(
        providerDomain = "provider.example.com", 
        providerId = "example", 
        session = OpenSession.Vnc(
            domainOverride = null, 
            jobId = "51231", 
            password = "e7ccc6e0870250073286c44545e6b41820d1db7f", 
            rank = 0, 
            url = "vnc-69521c85-4811-43e6-9de3-2a48614d04ab.provider.example.com", 
        ), 
    )), 
)
*/

/* The user can now connect to the remote desktop using the VNC protocol with the above details */


/* NOTE: UCloud expects this to support the VNC over WebSockets, as it allows for a connection to be
established directly from the browser.

You can read more about the protocol here: https://novnc.com */
Communication Flow: Curl
# ------------------------------------------------------------------------------------------------------
# $host is the UCloud instance to contact. Example: 'http://localhost:8080' or 'https://cloud.sdu.dk'
# $accessToken is a valid access-token issued by UCloud
# ------------------------------------------------------------------------------------------------------

# In this example, the user will create a Job which uses an Application that exposes a VNC interface

# Authenticated as user
curl -XPOST -H "Authorization: Bearer $accessToken" -H "Content-Type: content-type: application/json; charset=utf-8" "$host/api/jobs" -d '{
    "items": [
        {
            "application": {
                "name": "acme-remote-desktop",
                "version": "1.0.0"
            },
            "product": {
                "id": "example-compute",
                "category": "example-compute",
                "provider": "example"
            },
            "name": null,
            "replicas": 1,
            "allowDuplicateJob": false,
            "parameters": null,
            "resources": null,
            "timeAllocation": null,
            "openedFile": null,
            "restartOnExit": null,
            "sshEnabled": null
        }
    ]
}'


# {
#     "responses": [
#         {
#             "id": "51231"
#         }
#     ]
# }

curl -XPOST -H "Authorization: Bearer $accessToken" -H "Content-Type: content-type: application/json; charset=utf-8" "$host/api/jobs/interactiveSession" -d '{
    "items": [
        {
            "id": "51231",
            "rank": 0,
            "sessionType": "VNC"
        }
    ]
}'


# {
#     "responses": [
#         {
#             "providerDomain": "provider.example.com",
#             "providerId": "example",
#             "session": {
#                 "type": "vnc",
#                 "jobId": "51231",
#                 "rank": 0,
#                 "url": "vnc-69521c85-4811-43e6-9de3-2a48614d04ab.provider.example.com",
#                 "password": "e7ccc6e0870250073286c44545e6b41820d1db7f",
#                 "domainOverride": null
#             }
#         }
#     ]
# }

# The user can now connect to the remote desktop using the VNC protocol with the above details

# NOTE: UCloud expects this to support the VNC over WebSockets, as it allows for a connection to be
# established directly from the browser.
# 
# You can read more about the protocol here: https://novnc.com
Communication Flow: Visual

Example: Using a web Application

Frequency of useCommon
Actors
  • An authenticated user (user)
Communication Flow: Kotlin
/* In this example, the user will create a Job which uses an Application that exposes a web interface */

Jobs.create.call(
    bulkRequestOf(JobSpecification(
        allowDuplicateJob = false, 
        application = NameAndVersion(
            name = "acme-web-application", 
            version = "1.0.0", 
        ), 
        name = null, 
        openedFile = null, 
        parameters = null, 
        product = ProductReference(
            category = "example-compute", 
            id = "example-compute", 
            provider = "example", 
        ), 
        replicas = 1, 
        resources = null, 
        restartOnExit = null, 
        sshEnabled = null, 
        timeAllocation = null, 
    )),
    user
).orThrow()

/*
BulkResponse(
    responses = listOf(FindByStringId(
        id = "62342", 
    )), 
)
*/
Jobs.openInteractiveSession.call(
    bulkRequestOf(JobsOpenInteractiveSessionRequestItem(
        id = "62342", 
        rank = 0, 
        sessionType = InteractiveSessionType.WEB, 
    )),
    user
).orThrow()

/*
BulkResponse(
    responses = listOf(OpenSessionWithProvider(
        providerDomain = "provider.example.com", 
        providerId = "example", 
        session = OpenSession.Web(
            domainOverride = null, 
            jobId = "62342", 
            rank = 0, 
            redirectClientTo = "app-gateway.provider.example.com?token=aa2dd29a-fe83-4201-b28e-fe211f94ac9d", 
        ), 
    )), 
)
*/

/* The user should now proceed to the link provided in the response */
Communication Flow: Curl
# ------------------------------------------------------------------------------------------------------
# $host is the UCloud instance to contact. Example: 'http://localhost:8080' or 'https://cloud.sdu.dk'
# $accessToken is a valid access-token issued by UCloud
# ------------------------------------------------------------------------------------------------------

# In this example, the user will create a Job which uses an Application that exposes a web interface

# Authenticated as user
curl -XPOST -H "Authorization: Bearer $accessToken" -H "Content-Type: content-type: application/json; charset=utf-8" "$host/api/jobs" -d '{
    "items": [
        {
            "application": {
                "name": "acme-web-application",
                "version": "1.0.0"
            },
            "product": {
                "id": "example-compute",
                "category": "example-compute",
                "provider": "example"
            },
            "name": null,
            "replicas": 1,
            "allowDuplicateJob": false,
            "parameters": null,
            "resources": null,
            "timeAllocation": null,
            "openedFile": null,
            "restartOnExit": null,
            "sshEnabled": null
        }
    ]
}'


# {
#     "responses": [
#         {
#             "id": "62342"
#         }
#     ]
# }

curl -XPOST -H "Authorization: Bearer $accessToken" -H "Content-Type: content-type: application/json; charset=utf-8" "$host/api/jobs/interactiveSession" -d '{
    "items": [
        {
            "id": "62342",
            "rank": 0,
            "sessionType": "WEB"
        }
    ]
}'


# {
#     "responses": [
#         {
#             "providerDomain": "provider.example.com",
#             "providerId": "example",
#             "session": {
#                 "type": "web",
#                 "jobId": "62342",
#                 "rank": 0,
#                 "redirectClientTo": "app-gateway.provider.example.com?token=aa2dd29a-fe83-4201-b28e-fe211f94ac9d",
#                 "domainOverride": null
#             }
#         }
#     ]
# }

# The user should now proceed to the link provided in the response
Communication Flow: Visual

Example: Losing access to resources

Frequency of useCommon
Actors
  • An authenticated user (user)
Communication Flow: Kotlin
/* In this example, the user will create a Job using shared resources. Later in the example, the user
will lose access to these resources. */


/* When the user starts the Job, they have access to some shared files. These are used in theJob (see the resources section). */

Jobs.create.call(
    bulkRequestOf(JobSpecification(
        allowDuplicateJob = false, 
        application = NameAndVersion(
            name = "acme-web-application", 
            version = "1.0.0", 
        ), 
        name = null, 
        openedFile = null, 
        parameters = null, 
        product = ProductReference(
            category = "example-compute", 
            id = "example-compute", 
            provider = "example", 
        ), 
        replicas = 1, 
        resources = listOf(AppParameterValue.File(
            path = "/12512/shared", 
            readOnly = false, 
        )), 
        restartOnExit = null, 
        sshEnabled = null, 
        timeAllocation = null, 
    )),
    user
).orThrow()

/*
BulkResponse(
    responses = listOf(FindByStringId(
        id = "62348", 
    )), 
)
*/

/* The Job is now running */


/* However, a few minutes later the share is revoked. UCloud automatically kills the Job a few minutes
after this. The status now reflects this. */

Jobs.retrieve.call(
    ResourceRetrieveRequest(
        flags = JobIncludeFlags(
            filterApplication = null, 
            filterCreatedAfter = null, 
            filterCreatedBefore = null, 
            filterCreatedBy = null, 
            filterIds = null, 
            filterProductCategory = null, 
            filterProductId = null, 
            filterProvider = null, 
            filterProviderIds = null, 
            filterState = null, 
            hideProductCategory = null, 
            hideProductId = null, 
            hideProvider = null, 
            includeApplication = null, 
            includeOthers = false, 
            includeParameters = null, 
            includeProduct = false, 
            includeSupport = false, 
            includeUpdates = false, 
        ), 
        id = "62348", 
    ),
    user
).orThrow()

/*
Job(
    createdAt = 1633588976235, 
    id = "62348", 
    output = null, 
    owner = ResourceOwner(
        createdBy = "user", 
        project = null, 
    ), 
    permissions = null, 
    specification = JobSpecification(
        allowDuplicateJob = false, 
        application = NameAndVersion(
            name = "acme-web-application", 
            version = "1.0.0", 
        ), 
        name = null, 
        openedFile = null, 
        parameters = null, 
        product = ProductReference(
            category = "example-compute", 
            id = "example-compute", 
            provider = "example", 
        ), 
        replicas = 1, 
        resources = listOf(AppParameterValue.File(
            path = "/12512/shared", 
            readOnly = false, 
        )), 
        restartOnExit = null, 
        sshEnabled = null, 
        timeAllocation = null, 
    ), 
    status = JobStatus(
        allowRestart = false, 
        expiresAt = null, 
        jobParametersJson = null, 
        resolvedApplication = null, 
        resolvedProduct = null, 
        resolvedSupport = null, 
        startedAt = null, 
        state = JobState.SUCCESS, 
    ), 
    updates = listOf(JobUpdate(
        allowRestart = null, 
        expectedDifferentState = null, 
        expectedState = null, 
        newMounts = null, 
        newTimeAllocation = null, 
        outputFolder = null, 
        state = JobState.IN_QUEUE, 
        status = "Your job is now waiting in the queue!", 
        timestamp = 1633588976235, 
    ), JobUpdate(
        allowRestart = null, 
        expectedDifferentState = null, 
        expectedState = null, 
        newMounts = null, 
        newTimeAllocation = null, 
        outputFolder = null, 
        state = JobState.RUNNING, 
        status = "Your job is now running!", 
        timestamp = 1633588981235, 
    ), JobUpdate(
        allowRestart = null, 
        expectedDifferentState = null, 
        expectedState = null, 
        newMounts = null, 
        newTimeAllocation = null, 
        outputFolder = null, 
        state = JobState.SUCCESS, 
        status = "Your job has been terminated (Lost permissions)", 
        timestamp = 1633589101235, 
    )), 
    providerGeneratedId = "62348", 
)
*/
Communication Flow: Curl
# ------------------------------------------------------------------------------------------------------
# $host is the UCloud instance to contact. Example: 'http://localhost:8080' or 'https://cloud.sdu.dk'
# $accessToken is a valid access-token issued by UCloud
# ------------------------------------------------------------------------------------------------------

# In this example, the user will create a Job using shared resources. Later in the example, the user
# will lose access to these resources.

# When the user starts the Job, they have access to some shared files. These are used in theJob (see the resources section).

# Authenticated as user
curl -XPOST -H "Authorization: Bearer $accessToken" -H "Content-Type: content-type: application/json; charset=utf-8" "$host/api/jobs" -d '{
    "items": [
        {
            "application": {
                "name": "acme-web-application",
                "version": "1.0.0"
            },
            "product": {
                "id": "example-compute",
                "category": "example-compute",
                "provider": "example"
            },
            "name": null,
            "replicas": 1,
            "allowDuplicateJob": false,
            "parameters": null,
            "resources": [
                {
                    "type": "file",
                    "path": "/12512/shared",
                    "readOnly": false
                }
            ],
            "timeAllocation": null,
            "openedFile": null,
            "restartOnExit": null,
            "sshEnabled": null
        }
    ]
}'


# {
#     "responses": [
#         {
#             "id": "62348"
#         }
#     ]
# }

# The Job is now running

# However, a few minutes later the share is revoked. UCloud automatically kills the Job a few minutes
# after this. The status now reflects this.

curl -XGET -H "Authorization: Bearer $accessToken" "$host/api/jobs/retrieve?includeProduct=false&includeOthers=false&includeUpdates=false&includeSupport=false&id=62348" 

# {
#     "id": "62348",
#     "owner": {
#         "createdBy": "user",
#         "project": null
#     },
#     "updates": [
#         {
#             "state": "IN_QUEUE",
#             "outputFolder": null,
#             "status": "Your job is now waiting in the queue!",
#             "expectedState": null,
#             "expectedDifferentState": null,
#             "newTimeAllocation": null,
#             "allowRestart": null,
#             "newMounts": null,
#             "timestamp": 1633588976235
#         },
#         {
#             "state": "RUNNING",
#             "outputFolder": null,
#             "status": "Your job is now running!",
#             "expectedState": null,
#             "expectedDifferentState": null,
#             "newTimeAllocation": null,
#             "allowRestart": null,
#             "newMounts": null,
#             "timestamp": 1633588981235
#         },
#         {
#             "state": "SUCCESS",
#             "outputFolder": null,
#             "status": "Your job has been terminated (Lost permissions)",
#             "expectedState": null,
#             "expectedDifferentState": null,
#             "newTimeAllocation": null,
#             "allowRestart": null,
#             "newMounts": null,
#             "timestamp": 1633589101235
#         }
#     ],
#     "specification": {
#         "application": {
#             "name": "acme-web-application",
#             "version": "1.0.0"
#         },
#         "product": {
#             "id": "example-compute",
#             "category": "example-compute",
#             "provider": "example"
#         },
#         "name": null,
#         "replicas": 1,
#         "allowDuplicateJob": false,
#         "parameters": null,
#         "resources": [
#             {
#                 "type": "file",
#                 "path": "/12512/shared",
#                 "readOnly": false
#             }
#         ],
#         "timeAllocation": null,
#         "openedFile": null,
#         "restartOnExit": null,
#         "sshEnabled": null
#     },
#     "status": {
#         "state": "SUCCESS",
#         "jobParametersJson": null,
#         "startedAt": null,
#         "expiresAt": null,
#         "resolvedApplication": null,
#         "resolvedSupport": null,
#         "resolvedProduct": null,
#         "allowRestart": false
#     },
#     "createdAt": 1633588976235,
#     "output": null,
#     "permissions": null
# }
Communication Flow: Visual

Example: Running out of compute credits

Frequency of useCommon
Actors
  • An authenticated user (user)
Communication Flow: Kotlin
/* In this example, the user will create a Job and eventually run out of compute credits. */


/* When the user creates the Job, they have enough credits */

AccountingV2.browseWallets.call(
    AccountingV2.BrowseWallets.Request(
        childrenQuery = null, 
        consistency = null, 
        filterType = null, 
        includeChildren = false, 
        itemsPerPage = null, 
        itemsToSkip = null, 
        next = null, 
    ),
    user
).orThrow()

/*
PageV2(
    items = listOf(WalletV2(
        allocationGroups = listOf(AllocationGroupWithParent(
            group = AllocationGroup(
                allocations = listOf(AllocationGroup.Alloc(
                    endDate = 1664865776235, 
                    grantedIn = null, 
                    id = 12541154, 
                    quota = 500000000, 
                    retiredUsage = null, 
                    startDate = 1633329776235, 
                )), 
                id = 1, 
                usage = 499000000, 
            ), 
            parent = ParentOrChildWallet(
                pi = "user", 
                projectId = null, 
                projectTitle = "Root", 
            ), 
        )), 
        children = null, 
        lastSignificantUpdateAt = 0, 
        localUsage = 499000000, 
        maxUsable = 100000, 
        owner = WalletOwner.User(
            username = "user", 
        ), 
        paysFor = ProductCategory(
            accountingFrequency = AccountingFrequency.PERIODIC_MINUTE, 
            accountingUnit = AccountingUnit(
                displayFrequencySuffix = false, 
                floatingPoint = true, 
                name = "DKK", 
                namePlural = "DKK", 
            ), 
            allowSubAllocations = true, 
            freeToUse = false, 
            name = "example-compute", 
            productType = ProductType.COMPUTE, 
            provider = "example", 
        ), 
        quota = 500000000, 
        totalAllocated = 0, 
        totalUsage = 499000000, 
    )), 
    itemsPerPage = 50, 
    next = null, 
)
*/

/* 📝 Note: at this point the user has a very low amount of credits remaining.
It will only last a couple of minutes. */

Jobs.create.call(
    bulkRequestOf(JobSpecification(
        allowDuplicateJob = false, 
        application = NameAndVersion(
            name = "acme-web-application", 
            version = "1.0.0", 
        ), 
        name = null, 
        openedFile = null, 
        parameters = null, 
        product = ProductReference(
            category = "example-compute", 
            id = "example-compute", 
            provider = "example", 
        ), 
        replicas = 1, 
        resources = null, 
        restartOnExit = null, 
        sshEnabled = null, 
        timeAllocation = null, 
    )),
    user
).orThrow()

/*
BulkResponse(
    responses = listOf(FindByStringId(
        id = "62348", 
    )), 
)
*/

/* The Job is now running */


/* However, a few minutes later the Job is automatically killed by UCloud. The status now reflects this. */

Jobs.retrieve.call(
    ResourceRetrieveRequest(
        flags = JobIncludeFlags(
            filterApplication = null, 
            filterCreatedAfter = null, 
            filterCreatedBefore = null, 
            filterCreatedBy = null, 
            filterIds = null, 
            filterProductCategory = null, 
            filterProductId = null, 
            filterProvider = null, 
            filterProviderIds = null, 
            filterState = null, 
            hideProductCategory = null, 
            hideProductId = null, 
            hideProvider = null, 
            includeApplication = null, 
            includeOthers = false, 
            includeParameters = null, 
            includeProduct = false, 
            includeSupport = false, 
            includeUpdates = false, 
        ), 
        id = "62348", 
    ),
    user
).orThrow()

/*
Job(
    createdAt = 1633588976235, 
    id = "62348", 
    output = null, 
    owner = ResourceOwner(
        createdBy = "user", 
        project = null, 
    ), 
    permissions = null, 
    specification = JobSpecification(
        allowDuplicateJob = false, 
        application = NameAndVersion(
            name = "acme-web-application", 
            version = "1.0.0", 
        ), 
        name = null, 
        openedFile = null, 
        parameters = null, 
        product = ProductReference(
            category = "example-compute", 
            id = "example-compute", 
            provider = "example", 
        ), 
        replicas = 1, 
        resources = null, 
        restartOnExit = null, 
        sshEnabled = null, 
        timeAllocation = null, 
    ), 
    status = JobStatus(
        allowRestart = false, 
        expiresAt = null, 
        jobParametersJson = null, 
        resolvedApplication = null, 
        resolvedProduct = null, 
        resolvedSupport = null, 
        startedAt = null, 
        state = JobState.SUCCESS, 
    ), 
    updates = listOf(JobUpdate(
        allowRestart = null, 
        expectedDifferentState = null, 
        expectedState = null, 
        newMounts = null, 
        newTimeAllocation = null, 
        outputFolder = null, 
        state = JobState.IN_QUEUE, 
        status = "Your job is now waiting in the queue!", 
        timestamp = 1633588976235, 
    ), JobUpdate(
        allowRestart = null, 
        expectedDifferentState = null, 
        expectedState = null, 
        newMounts = null, 
        newTimeAllocation = null, 
        outputFolder = null, 
        state = JobState.RUNNING, 
        status = "Your job is now running!", 
        timestamp = 1633588981235, 
    ), JobUpdate(
        allowRestart = null, 
        expectedDifferentState = null, 
        expectedState = null, 
        newMounts = null, 
        newTimeAllocation = null, 
        outputFolder = null, 
        state = JobState.SUCCESS, 
        status = "Your job has been terminated (No more credits)", 
        timestamp = 1633589101235, 
    )), 
    providerGeneratedId = "62348", 
)
*/
Communication Flow: Curl
# ------------------------------------------------------------------------------------------------------
# $host is the UCloud instance to contact. Example: 'http://localhost:8080' or 'https://cloud.sdu.dk'
# $accessToken is a valid access-token issued by UCloud
# ------------------------------------------------------------------------------------------------------

# In this example, the user will create a Job and eventually run out of compute credits.

# When the user creates the Job, they have enough credits

# Authenticated as user
curl -XGET -H "Authorization: Bearer $accessToken" "$host/api/accounting/v2/browseWallets?includeChildren=false" 

# {
#     "itemsPerPage": 50,
#     "items": [
#         {
#             "owner": {
#                 "type": "user",
#                 "username": "user"
#             },
#             "paysFor": {
#                 "name": "example-compute",
#                 "provider": "example",
#                 "productType": "COMPUTE",
#                 "accountingUnit": {
#                     "name": "DKK",
#                     "namePlural": "DKK",
#                     "floatingPoint": true,
#                     "displayFrequencySuffix": false
#                 },
#                 "accountingFrequency": "PERIODIC_MINUTE",
#                 "freeToUse": false,
#                 "allowSubAllocations": true
#             },
#             "allocationGroups": [
#                 {
#                     "parent": {
#                         "projectId": null,
#                         "projectTitle": "Root",
#                         "pi": "user"
#                     },
#                     "group": {
#                         "id": 1,
#                         "allocations": [
#                             {
#                                 "id": 12541154,
#                                 "startDate": 1633329776235,
#                                 "endDate": 1664865776235,
#                                 "quota": 500000000,
#                                 "grantedIn": null,
#                                 "retiredUsage": null
#                             }
#                         ],
#                         "usage": 499000000
#                     }
#                 }
#             ],
#             "children": null,
#             "totalUsage": 499000000,
#             "localUsage": 499000000,
#             "maxUsable": 100000,
#             "quota": 500000000,
#             "totalAllocated": 0,
#             "lastSignificantUpdateAt": 0
#         }
#     ],
#     "next": null
# }

# 📝 Note: at this point the user has a very low amount of credits remaining.
# It will only last a couple of minutes.

curl -XPOST -H "Authorization: Bearer $accessToken" -H "Content-Type: content-type: application/json; charset=utf-8" "$host/api/jobs" -d '{
    "items": [
        {
            "application": {
                "name": "acme-web-application",
                "version": "1.0.0"
            },
            "product": {
                "id": "example-compute",
                "category": "example-compute",
                "provider": "example"
            },
            "name": null,
            "replicas": 1,
            "allowDuplicateJob": false,
            "parameters": null,
            "resources": null,
            "timeAllocation": null,
            "openedFile": null,
            "restartOnExit": null,
            "sshEnabled": null
        }
    ]
}'


# {
#     "responses": [
#         {
#             "id": "62348"
#         }
#     ]
# }

# The Job is now running

# However, a few minutes later the Job is automatically killed by UCloud. The status now reflects this.

curl -XGET -H "Authorization: Bearer $accessToken" "$host/api/jobs/retrieve?includeProduct=false&includeOthers=false&includeUpdates=false&includeSupport=false&id=62348" 

# {
#     "id": "62348",
#     "owner": {
#         "createdBy": "user",
#         "project": null
#     },
#     "updates": [
#         {
#             "state": "IN_QUEUE",
#             "outputFolder": null,
#             "status": "Your job is now waiting in the queue!",
#             "expectedState": null,
#             "expectedDifferentState": null,
#             "newTimeAllocation": null,
#             "allowRestart": null,
#             "newMounts": null,
#             "timestamp": 1633588976235
#         },
#         {
#             "state": "RUNNING",
#             "outputFolder": null,
#             "status": "Your job is now running!",
#             "expectedState": null,
#             "expectedDifferentState": null,
#             "newTimeAllocation": null,
#             "allowRestart": null,
#             "newMounts": null,
#             "timestamp": 1633588981235
#         },
#         {
#             "state": "SUCCESS",
#             "outputFolder": null,
#             "status": "Your job has been terminated (No more credits)",
#             "expectedState": null,
#             "expectedDifferentState": null,
#             "newTimeAllocation": null,
#             "allowRestart": null,
#             "newMounts": null,
#             "timestamp": 1633589101235
#         }
#     ],
#     "specification": {
#         "application": {
#             "name": "acme-web-application",
#             "version": "1.0.0"
#         },
#         "product": {
#             "id": "example-compute",
#             "category": "example-compute",
#             "provider": "example"
#         },
#         "name": null,
#         "replicas": 1,
#         "allowDuplicateJob": false,
#         "parameters": null,
#         "resources": null,
#         "timeAllocation": null,
#         "openedFile": null,
#         "restartOnExit": null,
#         "sshEnabled": null
#     },
#     "status": {
#         "state": "SUCCESS",
#         "jobParametersJson": null,
#         "startedAt": null,
#         "expiresAt": null,
#         "resolvedApplication": null,
#         "resolvedSupport": null,
#         "resolvedProduct": null,
#         "allowRestart": false
#     },
#     "createdAt": 1633588976235,
#     "output": null,
#     "permissions": null
# }
Communication Flow: Visual

Example: Extending a Job and terminating it early

Frequency of useCommon
Pre-conditions
  • The provider must support the extension API
Actors
  • An authenticated user (user)
Communication Flow: Kotlin
/* In this example we will show how a user can extend the duration of a Job. Later in the same
example, we show how the user can cancel it early. */

Jobs.create.call(
    bulkRequestOf(JobSpecification(
        allowDuplicateJob = false, 
        application = NameAndVersion(
            name = "acme-web-application", 
            version = "1.0.0", 
        ), 
        name = null, 
        openedFile = null, 
        parameters = null, 
        product = ProductReference(
            category = "example-compute", 
            id = "example-compute", 
            provider = "example", 
        ), 
        replicas = 1, 
        resources = null, 
        restartOnExit = null, 
        sshEnabled = null, 
        timeAllocation = SimpleDuration(
            hours = 5, 
            minutes = 0, 
            seconds = 0, 
        ), 
    )),
    user
).orThrow()

/*
BulkResponse(
    responses = listOf(FindByStringId(
        id = "62348", 
    )), 
)
*/

/* The Job is initially allocated with a duration of 5 hours. We can check when it expires by retrieving the Job */

Jobs.retrieve.call(
    ResourceRetrieveRequest(
        flags = JobIncludeFlags(
            filterApplication = null, 
            filterCreatedAfter = null, 
            filterCreatedBefore = null, 
            filterCreatedBy = null, 
            filterIds = null, 
            filterProductCategory = null, 
            filterProductId = null, 
            filterProvider = null, 
            filterProviderIds = null, 
            filterState = null, 
            hideProductCategory = null, 
            hideProductId = null, 
            hideProvider = null, 
            includeApplication = null, 
            includeOthers = false, 
            includeParameters = null, 
            includeProduct = false, 
            includeSupport = false, 
            includeUpdates = false, 
        ), 
        id = "62348", 
    ),
    user
).orThrow()

/*
Job(
    createdAt = 1633329776235, 
    id = "62348", 
    output = null, 
    owner = ResourceOwner(
        createdBy = "user", 
        project = null, 
    ), 
    permissions = null, 
    specification = JobSpecification(
        allowDuplicateJob = false, 
        application = NameAndVersion(
            name = "acme-web-application", 
            version = "1.0.0", 
        ), 
        name = null, 
        openedFile = null, 
        parameters = null, 
        product = ProductReference(
            category = "example-compute", 
            id = "example-compute", 
            provider = "example", 
        ), 
        replicas = 1, 
        resources = null, 
        restartOnExit = null, 
        sshEnabled = null, 
        timeAllocation = SimpleDuration(
            hours = 5, 
            minutes = 0, 
            seconds = 0, 
        ), 
    ), 
    status = JobStatus(
        allowRestart = false, 
        expiresAt = 1633347776235, 
        jobParametersJson = null, 
        resolvedApplication = null, 
        resolvedProduct = null, 
        resolvedSupport = null, 
        startedAt = null, 
        state = JobState.RUNNING, 
    ), 
    updates = listOf(JobUpdate(
        allowRestart = null, 
        expectedDifferentState = null, 
        expectedState = null, 
        newMounts = null, 
        newTimeAllocation = null, 
        outputFolder = null, 
        state = JobState.IN_QUEUE, 
        status = "Your job is now waiting in the queue!", 
        timestamp = 1633329776235, 
    ), JobUpdate(
        allowRestart = null, 
        expectedDifferentState = null, 
        expectedState = null, 
        newMounts = null, 
        newTimeAllocation = null, 
        outputFolder = null, 
        state = JobState.RUNNING, 
        status = "Your job is now running!", 
        timestamp = 1633329781235, 
    )), 
    providerGeneratedId = "62348", 
)
*/

/* We can extend the duration quite easily */

Jobs.extend.call(
    bulkRequestOf(JobsExtendRequestItem(
        jobId = "62348", 
        requestedTime = SimpleDuration(
            hours = 1, 
            minutes = 0, 
            seconds = 0, 
        ), 
    )),
    user
).orThrow()

/*
BulkResponse(
    responses = listOf(Unit), 
)
*/

/* The new expiration is reflected if we retrieve it again */

Jobs.retrieve.call(
    ResourceRetrieveRequest(
        flags = JobIncludeFlags(
            filterApplication = null, 
            filterCreatedAfter = null, 
            filterCreatedBefore = null, 
            filterCreatedBy = null, 
            filterIds = null, 
            filterProductCategory = null, 
            filterProductId = null, 
            filterProvider = null, 
            filterProviderIds = null, 
            filterState = null, 
            hideProductCategory = null, 
            hideProductId = null, 
            hideProvider = null, 
            includeApplication = null, 
            includeOthers = false, 
            includeParameters = null, 
            includeProduct = false, 
            includeSupport = false, 
            includeUpdates = false, 
        ), 
        id = "62348", 
    ),
    user
).orThrow()

/*
Job(
    createdAt = 1633329776235, 
    id = "62348", 
    output = null, 
    owner = ResourceOwner(
        createdBy = "user", 
        project = null, 
    ), 
    permissions = null, 
    specification = JobSpecification(
        allowDuplicateJob = false, 
        application = NameAndVersion(
            name = "acme-web-application", 
            version = "1.0.0", 
        ), 
        name = null, 
        openedFile = null, 
        parameters = null, 
        product = ProductReference(
            category = "example-compute", 
            id = "example-compute", 
            provider = "example", 
        ), 
        replicas = 1, 
        resources = null, 
        restartOnExit = null, 
        sshEnabled = null, 
        timeAllocation = SimpleDuration(
            hours = 5, 
            minutes = 0, 
            seconds = 0, 
        ), 
    ), 
    status = JobStatus(
        allowRestart = false, 
        expiresAt = 1633351376235, 
        jobParametersJson = null, 
        resolvedApplication = null, 
        resolvedProduct = null, 
        resolvedSupport = null, 
        startedAt = null, 
        state = JobState.RUNNING, 
    ), 
    updates = listOf(JobUpdate(
        allowRestart = null, 
        expectedDifferentState = null, 
        expectedState = null, 
        newMounts = null, 
        newTimeAllocation = null, 
        outputFolder = null, 
        state = JobState.IN_QUEUE, 
        status = "Your job is now waiting in the queue!", 
        timestamp = 1633329776235, 
    ), JobUpdate(
        allowRestart = null, 
        expectedDifferentState = null, 
        expectedState = null, 
        newMounts = null, 
        newTimeAllocation = null, 
        outputFolder = null, 
        state = JobState.RUNNING, 
        status = "Your job is now running!", 
        timestamp = 1633329781235, 
    )), 
    providerGeneratedId = "62348", 
)
*/

/* If the user decides that they are done with the Job early, then they can simply terminate it */

Jobs.terminate.call(
    bulkRequestOf(FindByStringId(
        id = "62348", 
    )),
    user
).orThrow()

/*
BulkResponse(
    responses = listOf(Unit), 
)
*/

/* This termination is reflected in the status (and updates) */

Jobs.retrieve.call(
    ResourceRetrieveRequest(
        flags = JobIncludeFlags(
            filterApplication = null, 
            filterCreatedAfter = null, 
            filterCreatedBefore = null, 
            filterCreatedBy = null, 
            filterIds = null, 
            filterProductCategory = null, 
            filterProductId = null, 
            filterProvider = null, 
            filterProviderIds = null, 
            filterState = null, 
            hideProductCategory = null, 
            hideProductId = null, 
            hideProvider = null, 
            includeApplication = null, 
            includeOthers = false, 
            includeParameters = null, 
            includeProduct = false, 
            includeSupport = false, 
            includeUpdates = false, 
        ), 
        id = "62348", 
    ),
    user
).orThrow()

/*
Job(
    createdAt = 1633329776235, 
    id = "62348", 
    output = null, 
    owner = ResourceOwner(
        createdBy = "user", 
        project = null, 
    ), 
    permissions = null, 
    specification = JobSpecification(
        allowDuplicateJob = false, 
        application = NameAndVersion(
            name = "acme-web-application", 
            version = "1.0.0", 
        ), 
        name = null, 
        openedFile = null, 
        parameters = null, 
        product = ProductReference(
            category = "example-compute", 
            id = "example-compute", 
            provider = "example", 
        ), 
        replicas = 1, 
        resources = null, 
        restartOnExit = null, 
        sshEnabled = null, 
        timeAllocation = SimpleDuration(
            hours = 5, 
            minutes = 0, 
            seconds = 0, 
        ), 
    ), 
    status = JobStatus(
        allowRestart = false, 
        expiresAt = null, 
        jobParametersJson = null, 
        resolvedApplication = null, 
        resolvedProduct = null, 
        resolvedSupport = null, 
        startedAt = null, 
        state = JobState.SUCCESS, 
    ), 
    updates = listOf(JobUpdate(
        allowRestart = null, 
        expectedDifferentState = null, 
        expectedState = null, 
        newMounts = null, 
        newTimeAllocation = null, 
        outputFolder = null, 
        state = JobState.IN_QUEUE, 
        status = "Your job is now waiting in the queue!", 
        timestamp = 1633329776235, 
    ), JobUpdate(
        allowRestart = null, 
        expectedDifferentState = null, 
        expectedState = null, 
        newMounts = null, 
        newTimeAllocation = null, 
        outputFolder = null, 
        state = JobState.RUNNING, 
        status = "Your job is now running!", 
        timestamp = 1633329781235, 
    ), JobUpdate(
        allowRestart = null, 
        expectedDifferentState = null, 
        expectedState = null, 
        newMounts = null, 
        newTimeAllocation = null, 
        outputFolder = null, 
        state = JobState.SUCCESS, 
        status = "Your job has been cancelled!", 
        timestamp = 1633336981235, 
    )), 
    providerGeneratedId = "62348", 
)
*/
Communication Flow: Curl
# ------------------------------------------------------------------------------------------------------
# $host is the UCloud instance to contact. Example: 'http://localhost:8080' or 'https://cloud.sdu.dk'
# $accessToken is a valid access-token issued by UCloud
# ------------------------------------------------------------------------------------------------------

# In this example we will show how a user can extend the duration of a Job. Later in the same
# example, we show how the user can cancel it early.

# Authenticated as user
curl -XPOST -H "Authorization: Bearer $accessToken" -H "Content-Type: content-type: application/json; charset=utf-8" "$host/api/jobs" -d '{
    "items": [
        {
            "application": {
                "name": "acme-web-application",
                "version": "1.0.0"
            },
            "product": {
                "id": "example-compute",
                "category": "example-compute",
                "provider": "example"
            },
            "name": null,
            "replicas": 1,
            "allowDuplicateJob": false,
            "parameters": null,
            "resources": null,
            "timeAllocation": {
                "hours": 5,
                "minutes": 0,
                "seconds": 0
            },
            "openedFile": null,
            "restartOnExit": null,
            "sshEnabled": null
        }
    ]
}'


# {
#     "responses": [
#         {
#             "id": "62348"
#         }
#     ]
# }

# The Job is initially allocated with a duration of 5 hours. We can check when it expires by retrieving the Job

curl -XGET -H "Authorization: Bearer $accessToken" "$host/api/jobs/retrieve?includeProduct=false&includeOthers=false&includeUpdates=false&includeSupport=false&id=62348" 

# {
#     "id": "62348",
#     "owner": {
#         "createdBy": "user",
#         "project": null
#     },
#     "updates": [
#         {
#             "state": "IN_QUEUE",
#             "outputFolder": null,
#             "status": "Your job is now waiting in the queue!",
#             "expectedState": null,
#             "expectedDifferentState": null,
#             "newTimeAllocation": null,
#             "allowRestart": null,
#             "newMounts": null,
#             "timestamp": 1633329776235
#         },
#         {
#             "state": "RUNNING",
#             "outputFolder": null,
#             "status": "Your job is now running!",
#             "expectedState": null,
#             "expectedDifferentState": null,
#             "newTimeAllocation": null,
#             "allowRestart": null,
#             "newMounts": null,
#             "timestamp": 1633329781235
#         }
#     ],
#     "specification": {
#         "application": {
#             "name": "acme-web-application",
#             "version": "1.0.0"
#         },
#         "product": {
#             "id": "example-compute",
#             "category": "example-compute",
#             "provider": "example"
#         },
#         "name": null,
#         "replicas": 1,
#         "allowDuplicateJob": false,
#         "parameters": null,
#         "resources": null,
#         "timeAllocation": {
#             "hours": 5,
#             "minutes": 0,
#             "seconds": 0
#         },
#         "openedFile": null,
#         "restartOnExit": null,
#         "sshEnabled": null
#     },
#     "status": {
#         "state": "RUNNING",
#         "jobParametersJson": null,
#         "startedAt": null,
#         "expiresAt": 1633347776235,
#         "resolvedApplication": null,
#         "resolvedSupport": null,
#         "resolvedProduct": null,
#         "allowRestart": false
#     },
#     "createdAt": 1633329776235,
#     "output": null,
#     "permissions": null
# }

# We can extend the duration quite easily

curl -XPOST -H "Authorization: Bearer $accessToken" -H "Content-Type: content-type: application/json; charset=utf-8" "$host/api/jobs/extend" -d '{
    "items": [
        {
            "jobId": "62348",
            "requestedTime": {
                "hours": 1,
                "minutes": 0,
                "seconds": 0
            }
        }
    ]
}'


# {
#     "responses": [
#         {
#         }
#     ]
# }

# The new expiration is reflected if we retrieve it again

curl -XGET -H "Authorization: Bearer $accessToken" "$host/api/jobs/retrieve?includeProduct=false&includeOthers=false&includeUpdates=false&includeSupport=false&id=62348" 

# {
#     "id": "62348",
#     "owner": {
#         "createdBy": "user",
#         "project": null
#     },
#     "updates": [
#         {
#             "state": "IN_QUEUE",
#             "outputFolder": null,
#             "status": "Your job is now waiting in the queue!",
#             "expectedState": null,
#             "expectedDifferentState": null,
#             "newTimeAllocation": null,
#             "allowRestart": null,
#             "newMounts": null,
#             "timestamp": 1633329776235
#         },
#         {
#             "state": "RUNNING",
#             "outputFolder": null,
#             "status": "Your job is now running!",
#             "expectedState": null,
#             "expectedDifferentState": null,
#             "newTimeAllocation": null,
#             "allowRestart": null,
#             "newMounts": null,
#             "timestamp": 1633329781235
#         }
#     ],
#     "specification": {
#         "application": {
#             "name": "acme-web-application",
#             "version": "1.0.0"
#         },
#         "product": {
#             "id": "example-compute",
#             "category": "example-compute",
#             "provider": "example"
#         },
#         "name": null,
#         "replicas": 1,
#         "allowDuplicateJob": false,
#         "parameters": null,
#         "resources": null,
#         "timeAllocation": {
#             "hours": 5,
#             "minutes": 0,
#             "seconds": 0
#         },
#         "openedFile": null,
#         "restartOnExit": null,
#         "sshEnabled": null
#     },
#     "status": {
#         "state": "RUNNING",
#         "jobParametersJson": null,
#         "startedAt": null,
#         "expiresAt": 1633351376235,
#         "resolvedApplication": null,
#         "resolvedSupport": null,
#         "resolvedProduct": null,
#         "allowRestart": false
#     },
#     "createdAt": 1633329776235,
#     "output": null,
#     "permissions": null
# }

# If the user decides that they are done with the Job early, then they can simply terminate it

curl -XPOST -H "Authorization: Bearer $accessToken" -H "Content-Type: content-type: application/json; charset=utf-8" "$host/api/jobs/terminate" -d '{
    "items": [
        {
            "id": "62348"
        }
    ]
}'


# {
#     "responses": [
#         {
#         }
#     ]
# }

# This termination is reflected in the status (and updates)

curl -XGET -H "Authorization: Bearer $accessToken" "$host/api/jobs/retrieve?includeProduct=false&includeOthers=false&includeUpdates=false&includeSupport=false&id=62348" 

# {
#     "id": "62348",
#     "owner": {
#         "createdBy": "user",
#         "project": null
#     },
#     "updates": [
#         {
#             "state": "IN_QUEUE",
#             "outputFolder": null,
#             "status": "Your job is now waiting in the queue!",
#             "expectedState": null,
#             "expectedDifferentState": null,
#             "newTimeAllocation": null,
#             "allowRestart": null,
#             "newMounts": null,
#             "timestamp": 1633329776235
#         },
#         {
#             "state": "RUNNING",
#             "outputFolder": null,
#             "status": "Your job is now running!",
#             "expectedState": null,
#             "expectedDifferentState": null,
#             "newTimeAllocation": null,
#             "allowRestart": null,
#             "newMounts": null,
#             "timestamp": 1633329781235
#         },
#         {
#             "state": "SUCCESS",
#             "outputFolder": null,
#             "status": "Your job has been cancelled!",
#             "expectedState": null,
#             "expectedDifferentState": null,
#             "newTimeAllocation": null,
#             "allowRestart": null,
#             "newMounts": null,
#             "timestamp": 1633336981235
#         }
#     ],
#     "specification": {
#         "application": {
#             "name": "acme-web-application",
#             "version": "1.0.0"
#         },
#         "product": {
#             "id": "example-compute",
#             "category": "example-compute",
#             "provider": "example"
#         },
#         "name": null,
#         "replicas": 1,
#         "allowDuplicateJob": false,
#         "parameters": null,
#         "resources": null,
#         "timeAllocation": {
#             "hours": 5,
#             "minutes": 0,
#             "seconds": 0
#         },
#         "openedFile": null,
#         "restartOnExit": null,
#         "sshEnabled": null
#     },
#     "status": {
#         "state": "SUCCESS",
#         "jobParametersJson": null,
#         "startedAt": null,
#         "expiresAt": null,
#         "resolvedApplication": null,
#         "resolvedSupport": null,
#         "resolvedProduct": null,
#         "allowRestart": false
#     },
#     "createdAt": 1633329776235,
#     "output": null,
#     "permissions": null
# }
Communication Flow: Visual

Remote Procedure Calls

browse

API: Stable Auth: Users

Browses the catalog of all Jobs

Request Response Error
ResourceBrowseRequest<JobIncludeFlags> PageV2<Job> CommonErrorMessage

The catalog of all Jobs works through the normal pagination and the return value can be adjusted through the flags. This can include filtering by a specific application or looking at Jobs of a specific state, such as (RUNNING)[/docs/reference/dk.sdu.cloud.app.orchestrator.api.JobState.md).

follow

API: Stable Auth: Users

Follow the progress of a job

Request Response Error
FindByStringId JobsFollowResponse CommonErrorMessage

Opens a WebSocket subscription to receive updates about a job. These updates include:

  • Messages from the provider. For example an update describing state changes or future maintenance.

  • State changes from UCloud. For example transition from IN_QUEUE to RUNNING.

  • If supported by the provider, stdout and stderr from the Job

retrieve

API: Stable Auth: Users

Retrieves a single Job

Request Response Error
ResourceRetrieveRequest<JobIncludeFlags> Job CommonErrorMessage

retrieveProducts

API: Stable Auth: Users

Retrieve product support for all accessible providers

Request Response Error
Unit SupportByProvider<Product.Compute, ComputeSupport> CommonErrorMessage

This endpoint will determine all providers that which the authenticated user has access to, in the current workspace. A user has access to a product, and thus a provider, if the product is either free or if the user has been granted credits to use the product.

See also:

retrieveUtilization

API: Experimental/Beta Auth: Users Deprecated: Yes

Retrieve information about how busy the provider’s cluster currently is

Request Response Error
JobsRetrieveUtilizationRequest JobsRetrieveUtilizationResponse CommonErrorMessage

This endpoint will return information about how busy a cluster is. This endpoint is only used for informational purposes. UCloud does not use this information for any accounting purposes.

create

API: Stable Auth: Users

Creates one or more resources

Request Response Error
BulkRequest<JobSpecification> BulkResponse<FindByStringId> CommonErrorMessage

extend

API: Stable Auth: Users

Extend the duration of one or more jobs

Request Response Error
BulkRequest<JobsExtendRequestItem> BulkResponse<Unit> CommonErrorMessage

This will extend the duration of one or more jobs in a bulk request. Extension of a job will add to the current deadline of a job. Note that not all providers support this features. Providers which do not support it will have it listed in their manifest. If a provider is asked to extend a deadline when not supported it will send back a 400 bad request.

This call makes no guarantee that all jobs are extended in a single transaction. If the provider supports it, then all requests made against a single provider should be made in a single transaction. Clients can determine if their extension request against a specific target was successful by checking if the time remaining of the job has been updated.

This call will return 2XX if all jobs have successfully been extended. The job will fail with a status code from the provider one the first extension which fails. UCloud will not attempt to extend more jobs after the first failure.

init

API: Stable Auth: Users

Request (potential) initialization of resources

Request Response Error
Unit Unit CommonErrorMessage

This request is sent by the client, if the client believes that initialization of resources might be needed. NOTE: This request might be sent even if initialization has already taken place. UCloud/Core does not check if initialization has already taken place, it simply validates the request.

openInteractiveSession

API: Stable Auth: Users

Opens an interactive session (e.g. terminal, web or VNC)

Request Response Error
BulkRequest<JobsOpenInteractiveSessionRequestItem> BulkResponse<OpenSessionWithProvider> CommonErrorMessage

suspend

API: Stable Auth: Users

Suspend a job

Request Response Error
BulkRequest<FindByStringId> BulkResponse<Unit> CommonErrorMessage

Suspends the job, putting it in a paused state. Not all compute backends support this operation. For compute backends which deals with Virtual Machines this will shutdown the Virtual Machine without deleting any data.

terminate

API: Stable Auth: Users

Request job cancellation and destruction

Request Response Error
BulkRequest<FindByStringId> BulkResponse<Unit> CommonErrorMessage

This call will request the cancellation of the associated jobs. This will make sure that the jobs are eventually stopped and resources are released. If the job is running a virtual machine, then the virtual machine will be stopped and destroyed. Persistent storage attached to the job will not be deleted only temporary data from the job will be deleted.

This call is asynchronous and the cancellation may not be immediately visible in the job. Progress can be followed using the jobs.retrieve, jobs.browse, jobs.follow calls.

unsuspend

API: Stable Auth: Users

Unsuspends a job

Request Response Error
BulkRequest<FindByStringId> BulkResponse<Unit> CommonErrorMessage

Reverses the effects of suspending a job. The job is expected to return back to an IN_QUEUE or RUNNING state.

updateAcl

API: Stable Auth: Users

Updates the ACL attached to a resource

Request Response Error
BulkRequest<UpdatedAcl> BulkResponse<Unit> CommonErrorMessage

Data Models

Job

API: Stable

A Job in UCloud is the core abstraction used to describe a unit of computation.

data class Job(
    val id: String,
    val owner: ResourceOwner,
    val updates: List<JobUpdate>,
    val specification: JobSpecification,
    val status: JobStatus,
    val createdAt: Long,
    val output: JobOutput?,
    val permissions: ResourcePermissions?,
    val providerGeneratedId: String?,
)

They provide users a way to run their computations through a workflow similar to their own workstations but scaling to much bigger and more machines. In a simplified view, a Job describes the following information:

A Job is started by a user request containing the specification of a Job This information is verified by the UCloud orchestrator and passed to the provider referenced by the Job itself. Assuming that the provider accepts this information, the Job is placed in its initial state, IN_QUEUE. You can read more about the requirements of the compute environment and how to launch the software correctly here.

At this point, the provider has acted on this information by placing the Job in its own equivalent of a job queue. Once the provider realizes that the Job is running, it will contact UCloud and place the Job in the RUNNING state. This indicates to UCloud that log files can be retrieved and that interactive interfaces (VNC/WEB) are available.

Once the Application terminates at the provider, the provider will update the state to SUCCESS. A Job has terminated successfully if no internal error occurred in UCloud and in the provider. This means that a Job whose software returns with a non-zero exit code is still considered successful. A Job might, for example, be placed in FAILURE if the Application crashed due to a hardware/scheduler failure. Both SUCCESS or FAILURE are terminal state. Any Job which is in a terminal state can no longer receive any updates or change its state.

At any point after the user submits the Job, they may request cancellation of the Job This will stop the Job, delete any ephemeral resources and release any bound resources.

Properties
id: String Unique identifier for this job.

UCloud guarantees that no other job, regardless of compute provider, has the same unique identifier.

owner: ResourceOwner A reference to the owner of this job
updates: List<JobUpdate> A list of status updates from the compute backend.

The status updates tell a story of what happened with the job. This list is ordered by the timestamp in ascending order. The current state of the job will always be the last element. updates is guaranteed to always contain at least one element.

specification: JobSpecification The specification used to launch this job.

This property is always available but must be explicitly requested.

status: JobStatus A summary of the `Job`'s current status
createdAt: Long Timestamp referencing when the request for creation was received by UCloud
output: JobOutput? Information regarding the output of this job.
permissions: ResourcePermissions? Permissions assigned to this resource

A null value indicates that permissions are not supported by this resource type.

providerGeneratedId: String?

API: Internal/Beta


JobSpecification

API: Stable

A specification of a Job

data class JobSpecification(
    val application: NameAndVersion,
    val product: ProductReference,
    val name: String?,
    val replicas: Int?,
    val allowDuplicateJob: Boolean?,
    val parameters: JsonObject?,
    val resources: List<AppParameterValue>?,
    val timeAllocation: SimpleDuration?,
    val openedFile: String?,
    val restartOnExit: Boolean?,
    val sshEnabled: Boolean?,
)
Properties
application: NameAndVersion A reference to the application which this job should execute
product: ProductReference A reference to the product that this job will be executed on
name: String? A name for this job assigned by the user.

The name can help a user identify why and with which parameters a job was started. This value is suitable for display in user interfaces.

replicas: Int? The number of replicas to start this job in

The resources supplied will be mounted in every replica. Some resources might only be supported in an ‘exclusive use’ mode. This will cause the job to fail if replicas != 1.

allowDuplicateJob: Boolean? Allows the job to be started even when a job is running in an identical configuration

API: Internal/Beta

By default, UCloud will prevent you from accidentally starting two jobs with identical configuration. This field must be set to true to allow you to create two jobs with identical configuration.

parameters: JsonObject? Parameters which are consumed by the job

The available parameters are defined by the application. This attribute is not included by default unless includeParameters is specified.

resources: List<AppParameterValue>? Additional resources which are made available into the job

This attribute is not included by default unless includeParameters is specified. Note: Not all resources can be attached to a job. UCloud supports the following parameter types as resources:

  • file

  • peer

  • network

  • block_storage

  • ingress

timeAllocation: SimpleDuration? Time allocation for the job

This value can be null which signifies that the job should not (automatically) expire. Note that some providers do not support null. When this value is not null it means that the job will be terminated, regardless of result, after the duration has expired. Some providers support extended this duration via the extend operation.

openedFile: String? An optional path to the file which the user selected with the "Open with..." feature.

API: Experimental/Alpha

This value is null if the application is not launched using the “Open with…” feature. The value of this is passed to the compute environment in a provider specific way. We encourage providers to expose this as an environment variable named UCLOUD_OPEN_WITH_FILE containing the absolute path of the file (in the current environment). Remember that this path is the UCloud path to the file and not the provider’s path.

restartOnExit: Boolean? A flag which indicates if this job should be restarted on exit.

API: Experimental/Alpha

Not all providers support this feature and the Job will be rejected if not supported. This information can also be queried through the product support feature.

If this flag is true then the Job will automatically be restarted when the provider notifies the orchestrator about process termination. It is the responsibility of the orchestrator to notify the provider about restarts. If the restarts are triggered by the provider, then the provider must not notify the orchestrator about the termination. The orchestrator will trigger a new create request in a timely manner. The orchestrator decides when to trigger a new create. For example, if a process is terminating often, then the orchestrator might decide to wait before issuing a new create.

sshEnabled: Boolean? A flag which indicates that this job should use the built-in SSH functionality of the application/provider

API: Experimental/Alpha

This flag can only be true of the application itself is marked as SSH enabled. When this flag is true, an SSH server will be started which allows the end-user direct access to the associated compute workload.


JobState

API: Stable

A value describing the current state of a Job

enum class JobState {
    IN_QUEUE,
    RUNNING,
    CANCELING,
    SUCCESS,
    FAILURE,
    EXPIRED,
    SUSPENDED,
}
Properties
IN_QUEUE Any Job which is not yet ready

More specifically, this state should apply to any Job for which all of the following holds:

  • The Job has been created

  • It has never been in a final state

  • The number of replicas which are running is less than the requested amount

RUNNING A Job where all the tasks are running

More specifically, this state should apply to any Job for which all of the following holds:

  • All replicas of the Job have been started


📝 NOTE: A Job can be RUNNING without actually being ready. For example, if a Job
exposes a web interface, then the web-interface doesn’t have to be available yet. That is, the server might still be running its initialization code.


CANCELING A Job which has been cancelled but has not yet terminated

📝 NOTE: This is only a temporary state. The Job is expected to eventually transition to a final state, typically the SUCCESS state.


SUCCESS A Job which has terminated without a _scheduler_ error

📝 NOTE: A Job will complete successfully even if the user application exits with an unsuccessful status code.


FAILURE A Job which has terminated with a failure

📝 NOTE: A Job should only fail if it is the scheduler’s fault


EXPIRED A Job which has expired and was terminated as a result

This state should only be used if the timeAllocation has expired. Any other form of cancellation/termination should result in either SUCCESS or FAILURE.

SUSPENDED A Job which might have previously run but is no longer running, this state is not final.

Unlike SUCCESS and FAILURE a Job can transition from this state to one of the active states again.


InteractiveSessionType

API: Stable

A value describing a type of ‘interactive’ session

enum class InteractiveSessionType {
    WEB,
    VNC,
    SHELL,
}
Properties
WEB
VNC
SHELL

JobIncludeFlags

API: Stable

Flags used to tweak read operations of Jobs

data class JobIncludeFlags(
    val filterApplication: String?,
    val filterState: JobState?,
    val includeParameters: Boolean?,
    val includeApplication: Boolean?,
    val includeProduct: Boolean?,
    val includeOthers: Boolean?,
    val includeUpdates: Boolean?,
    val includeSupport: Boolean?,
    val filterCreatedBy: String?,
    val filterCreatedAfter: Long?,
    val filterCreatedBefore: Long?,
    val filterProvider: String?,
    val filterProductId: String?,
    val filterProductCategory: String?,
    val filterProviderIds: String?,
    val filterIds: String?,
    val hideProductId: String?,
    val hideProductCategory: String?,
    val hideProvider: String?,
)
Properties
filterApplication: String?
filterState: JobState?
includeParameters: Boolean? Includes `specification.parameters` and `specification.resources`
includeApplication: Boolean? Includes `specification.resolvedApplication`
includeProduct: Boolean? Includes `specification.resolvedProduct`
includeOthers: Boolean?
includeUpdates: Boolean?
includeSupport: Boolean?
filterCreatedBy: String?
filterCreatedAfter: Long?
filterCreatedBefore: Long?
filterProvider: String?
filterProductId: String?
filterProductCategory: String?
filterProviderIds: String? Filters by the provider ID. The value is comma-separated.
filterIds: String? Filters by the resource ID. The value is comma-separated.
hideProductId: String?
hideProductCategory: String?
hideProvider: String?

ComputeSupport

API: Stable

data class ComputeSupport(
    val product: ProductReference,
    val docker: ComputeSupport.Docker?,
    val virtualMachine: ComputeSupport.VirtualMachine?,
    val native: ComputeSupport.Native?,
    val maintenance: Maintenance?,
)
Properties
product: ProductReference
docker: ComputeSupport.Docker? Support for `Tool`s using the `DOCKER` backend
virtualMachine: ComputeSupport.VirtualMachine? Support for `Tool`s using the `VIRTUAL_MACHINE` backend
native: ComputeSupport.Native? Support for `Tool`s using the `NATIVE` backend
maintenance: Maintenance?

ComputeSupport.Docker

API: Stable

data class Docker(
    val enabled: Boolean?,
    val web: Boolean?,
    val vnc: Boolean?,
    val logs: Boolean?,
    val terminal: Boolean?,
    val peers: Boolean?,
    val timeExtension: Boolean?,
    val utilization: Boolean?,
)
Properties
enabled: Boolean? Flag to enable/disable this feature

All other flags are ignored if this is false.

web: Boolean? Flag to enable/disable the interactive interface of `WEB` `Application`s
vnc: Boolean? Flag to enable/disable the interactive interface of `VNC` `Application`s
logs: Boolean? Flag to enable/disable the log API
terminal: Boolean? Flag to enable/disable the interactive terminal API
peers: Boolean? Flag to enable/disable connection between peering `Job`s
timeExtension: Boolean? Flag to enable/disable extension of jobs
utilization: Boolean? Flag to enable/disable the retrieveUtilization of jobs

ComputeSupport.Native

API: Stable

data class Native(
    val enabled: Boolean?,
    val logs: Boolean?,
    val vnc: Boolean?,
    val terminal: Boolean?,
    val timeExtension: Boolean?,
    val utilization: Boolean?,
    val web: Boolean?,
)
Properties
enabled: Boolean? Flag to enable/disable this feature

All other flags are ignored if this is false.

logs: Boolean? Flag to enable/disable the log API
vnc: Boolean? Flag to enable/disable the VNC API
terminal: Boolean? Flag to enable/disable the interactive terminal API
timeExtension: Boolean? Flag to enable/disable extension of jobs
utilization: Boolean? Flag to enable/disable the retrieveUtilization of jobs
web: Boolean? Flag to enable/disable the interactive interface of `WEB` `Application`s

ComputeSupport.VirtualMachine

API: Stable

data class VirtualMachine(
    val enabled: Boolean?,
    val logs: Boolean?,
    val vnc: Boolean?,
    val terminal: Boolean?,
    val timeExtension: Boolean?,
    val suspension: Boolean?,
    val utilization: Boolean?,
)
Properties
enabled: Boolean? Flag to enable/disable this feature

All other flags are ignored if this is false.

logs: Boolean? Flag to enable/disable the log API
vnc: Boolean? Flag to enable/disable the VNC API
terminal: Boolean? Flag to enable/disable the interactive terminal API
timeExtension: Boolean? Flag to enable/disable extension of jobs
suspension: Boolean? Flag to enable/disable suspension of jobs
utilization: Boolean? Flag to enable/disable the retrieveUtilization of jobs

CpuAndMemory

API: Experimental/Beta

data class CpuAndMemory(
    val cpu: Double,
    val memory: Long,
)
Properties
cpu: Double Number of virtual cores

Implement as a floating to represent fractions of a virtual core. This is for example useful for Kubernetes (and other container systems) which will allocate milli-cpus.

memory: Long Memory available in bytes

ExportedParameters

API: Stable

data class ExportedParameters(
    val siteVersion: Int,
    val request: ExportedParametersRequest,
    val resolvedResources: ExportedParameters.Resources?,
    val machineType: JsonObject,
)
Properties
siteVersion: Int
request: ExportedParametersRequest
resolvedResources: ExportedParameters.Resources?
machineType: JsonObject

ExportedParameters.Resources

API: Stable

data class Resources(
    val ingress: JsonObject?,
)
Properties
ingress: JsonObject?

JobBindKind

API: Stable

enum class JobBindKind {
    BIND,
    UNBIND,
}
Properties
BIND
UNBIND

JobBinding

API: Stable

data class JobBinding(
    val kind: JobBindKind,
    val job: String,
)
Properties
kind: JobBindKind
job: String

JobOutput

API: Stable

data class JobOutput(
    val outputFolder: String?,
)
Properties
outputFolder: String?

JobStatus

API: Stable

Describes the current state of the Resource

data class JobStatus(
    val state: JobState,
    val jobParametersJson: ExportedParameters?,
    val startedAt: Long?,
    val expiresAt: Long?,
    val resolvedApplication: Application?,
    val resolvedSupport: ResolvedSupport<Product.Compute, ComputeSupport>?,
    val resolvedProduct: Product.Compute?,
    val allowRestart: Boolean?,
)

The contents of this field depends almost entirely on the specific Resource that this field is managing. Typically, this will contain information such as:

  • A state value. For example, a compute Job might be RUNNING

  • Key metrics about the resource.

  • Related resources. For example, certain Resources are bound to another Resource in a mutually exclusive way, this should be listed in the status section.

Properties
state: JobState The current of state of the `Job`.

This will match the latest state set in the updates

jobParametersJson: ExportedParameters?
startedAt: Long? Timestamp matching when the `Job` most recently transitioned to the `RUNNING` state.

For Jobs which suspend this might occur multiple times. This will always point to the latest pointin time it started running.

expiresAt: Long? Timestamp matching when the `Job` is set to expire.

This is generally equal to startedAt + timeAllocation. Note that this field might be null if the Job has no associated deadline. For Jobs that suspend however, this is more likely to beequal to the initial RUNNING state + timeAllocation.

resolvedApplication: Application? The resolved application referenced by `application`.

This attribute is not included by default unless includeApplication is specified.

resolvedSupport: ResolvedSupport<Product.Compute, ComputeSupport>?
resolvedProduct: Product.Compute? The resolved product referenced by `product`.

This attribute is not included by default unless includeProduct is specified.

allowRestart: Boolean?

JobUpdate

API: Stable

Describes an update to the Resource

data class JobUpdate(
    val state: JobState?,
    val outputFolder: String?,
    val status: String?,
    val expectedState: JobState?,
    val expectedDifferentState: Boolean?,
    val newTimeAllocation: Long?,
    val allowRestart: Boolean?,
    val newMounts: List<String>?,
    val timestamp: Long?,
)

Updates can optionally be fetched for a Resource. The updates describe how the Resource changes state over time. The current state of a Resource can typically be read from its status field. Thus, it is typically not needed to use the full update history if you only wish to know the current state of a Resource.

An update will typically contain information similar to the status field, for example:

  • A state value. For example, a compute Job might be RUNNING.

  • Change in key metrics.

  • Bindings to related Resources.

Properties
state: JobState?
outputFolder: String?
status: String? A generic text message describing the current status of the `Resource`
expectedState: JobState?
expectedDifferentState: Boolean?
newTimeAllocation: Long?
allowRestart: Boolean?
newMounts: List<String>?
timestamp: Long? A timestamp referencing when UCloud received this update

JobsLog

API: Stable

data class JobsLog(
    val rank: Int,
    val stdout: String?,
    val stderr: String?,
)
Properties
rank: Int
stdout: String?
stderr: String?

OpenSession

API: Stable

sealed class OpenSession {
    abstract val domainOverride: String?
    abstract val jobId: String
    abstract val rank: Int

    class Shell : OpenSession()
    class Vnc : OpenSession()
    class Web : OpenSession()
}
Properties
domainOverride: String? Domain override, which will be forwarded to the end-user. This overrides the domain used by UCloud/Core. Must contain scheme (e.g. https://).

API: Internal/Beta

jobId: String

API: Internal/Beta

rank: Int

API: Internal/Beta


OpenSession.Shell

API: Stable

data class Shell(
    val jobId: String,
    val rank: Int,
    val sessionIdentifier: String,
    val domainOverride: String?,
    val type: String /* "shell" */,
)
Properties
jobId: String
rank: Int
sessionIdentifier: String
domainOverride: String? Domain override, which will be forwarded to the end-user. This overrides the domain used by UCloud/Core. Must contain scheme (e.g. https://).
type: String /* "shell" */ The type discriminator

OpenSession.Vnc

API: Stable

data class Vnc(
    val jobId: String,
    val rank: Int,
    val url: String,
    val password: String?,
    val domainOverride: String?,
    val type: String /* "vnc" */,
)
Properties
jobId: String
rank: Int
url: String
password: String?
domainOverride: String? Domain override, which will be forwarded to the end-user. This overrides the domain used by UCloud/Core. Must contain scheme (e.g. https://).
type: String /* "vnc" */ The type discriminator

OpenSession.Web

API: Stable

data class Web(
    val jobId: String,
    val rank: Int,
    val redirectClientTo: String,
    val domainOverride: String?,
    val type: String /* "web" */,
)
Properties
jobId: String
rank: Int
redirectClientTo: String
domainOverride: String? Domain override, which will be forwarded to the end-user. This overrides the domain used by UCloud/Core. Must contain scheme (e.g. https://).
type: String /* "web" */ The type discriminator

OpenSessionWithProvider

API: Stable

data class OpenSessionWithProvider(
    val providerDomain: String,
    val providerId: String,
    val session: OpenSession,
)
Properties
providerDomain: String
providerId: String
session: OpenSession

QueueStatus

API: Experimental/Beta

data class QueueStatus(
    val running: Int,
    val pending: Int,
)
Properties
running: Int The number of jobs running in the system
pending: Int The number of jobs waiting in the queue

ExportedParametersRequest

API: Stable

data class ExportedParametersRequest(
    val application: NameAndVersion,
    val product: ProductReference,
    val name: String?,
    val replicas: Int,
    val parameters: JsonObject,
    val resources: List<JsonObject>,
    val timeAllocation: SimpleDuration?,
    val resolvedProduct: JsonObject?,
    val resolvedApplication: JsonObject?,
    val resolvedSupport: JsonObject?,
    val allowDuplicateJob: Boolean?,
    val sshEnabled: Boolean?,
)
Properties
application: NameAndVersion
product: ProductReference
name: String?
replicas: Int
parameters: JsonObject
resources: List<JsonObject>
timeAllocation: SimpleDuration?
resolvedProduct: JsonObject?
resolvedApplication: JsonObject?
resolvedSupport: JsonObject?
allowDuplicateJob: Boolean?
sshEnabled: Boolean?

JobsExtendRequestItem

API: Stable

data class JobsExtendRequestItem(
    val jobId: String,
    val requestedTime: SimpleDuration,
)
Properties
jobId: String
requestedTime: SimpleDuration

JobsOpenInteractiveSessionRequestItem

API: Stable

data class JobsOpenInteractiveSessionRequestItem(
    val id: String,
    val rank: Int,
    val sessionType: InteractiveSessionType,
)
Properties
id: String
rank: Int
sessionType: InteractiveSessionType

JobsRetrieveUtilizationRequest

API: Experimental/Beta

data class JobsRetrieveUtilizationRequest(
    val jobId: String,
)
Properties
jobId: String

JobsFollowResponse

API: Stable

data class JobsFollowResponse(
    val updates: List<JobUpdate>?,
    val log: List<JobsLog>?,
    val newStatus: JobStatus?,
)
Properties
updates: List<JobUpdate>?
log: List<JobsLog>?
newStatus: JobStatus?

JobsRetrieveUtilizationResponse

API: Experimental/Beta

data class JobsRetrieveUtilizationResponse(
    val capacity: CpuAndMemory,
    val usedCapacity: CpuAndMemory,
    val queueStatus: QueueStatus,
)
Properties
capacity: CpuAndMemory The total capacity of the entire compute system
usedCapacity: CpuAndMemory The capacity currently in use, by running jobs, of the entire compute system
queueStatus: QueueStatus The system of the queue