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TS28105_AiMlNrm.yaml
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TS28105_AiMlNrm.yaml
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openapi: 3.0.1
info:
title: AI/ML NRM
version: 18.3.0
description: >-
OAS 3.0.1 specification of the AI/ML NRM
© 2024, 3GPP Organizational Partners (ARIB, ATIS, CCSA, ETSI, TSDSI, TTA, TTC).
All rights reserved.
externalDocs:
description: 3GPP TS 28.105; AI/ML Management
url: http://www.3gpp.org/ftp/Specs/archive/28_series/28.105/
paths: {}
components:
schemas:
#-------- Definition of types-----------------------------------------------------
MLContext:
type: object
properties:
inferenceEntityRef:
$ref: 'TS28623_ComDefs.yaml#/components/schemas/DnList'
dataProviderRef:
$ref: 'TS28623_ComDefs.yaml#/components/schemas/DnList'
RequestStatus:
type: string
enum:
- NOT_STARTED
- IN_PROGRESS
- SUSPENDED
- FINISHED
- CANCELLED
- CANCELLING
ModelPerformance:
type: object
properties:
inferenceOutputName:
type: string
performanceMetric:
type: string
performanceScore:
$ref: 'TS28623_ComDefs.yaml#/components/schemas/Float'
decisionConfidenceScore:
$ref: 'TS28623_ComDefs.yaml#/components/schemas/Float'
ProcessMonitor:
description: >-
This data type is the "ProcessMonitor" data type defined in “genericNrm.yaml”
with specialisations for usage in TS 28.105.
type: object
properties:
status:
type: string
progressPercentage:
type: integer
minimum: 0
maximum: 100
progressStateInfo:
type: string
resultStateInfo:
type: string
AIMLManagementPolicy:
description: >-
This data type represents the properties of a policy for AI/ML management.
type: object
properties:
thresholdList:
type: array
items:
$ref: 'TS28623_ThresholdMonitorNrm.yaml#/components/schemas/ThresholdInfo'
SupportedPerfIndicator:
type: object
properties:
performanceIndicatorName:
type: string
isSupportedForTraining:
type: boolean
isSupportedForTesting:
type: boolean
ManagedActivationScope:
oneOf:
- type: object
properties:
dNList:
type: array
items:
$ref: 'TS28623_ComDefs.yaml#/components/schemas/Dn'
- type: object
properties:
timeWindow:
type: array
items:
$ref: 'TS28623_ComDefs.yaml#/components/schemas/TimeWindow'
- type: object
properties:
geoPolygon:
type: array
items:
$ref: 'TS28623_ComDefs.yaml#/components/schemas/GeoArea'
MLCapabilityInfo:
type: object
properties:
inferenceType:
type: string
capabilityName:
type: string
mLCapabilityParameters:
description: A map (list of key-value pairs) for an inferenceType and capabilityName
$ref: 'TS28623_ComDefs.yaml#/components/schemas/AttributeNameValuePairSet'
AvailMLCapabilityReport:
type: object
properties:
mLCapabilityVersionId:
type: array
items:
type: string
expectedPerformanceGains:
type: array
items:
$ref: '#/components/schemas/ModelPerformance'
mLEntityRef:
$ref: 'TS28623_ComDefs.yaml#/components/schemas/DnList'
InferenceOutput:
type: object
properties:
inferenceOutputId:
type: array
items:
type: string
inferenceType:
type: string
inferenceOutputTime:
type: array
items:
$ref: 'TS28623_ComDefs.yaml#/components/schemas/DateTime'
# FIXME, isOrder/isUnique both as True
inferencePerformance:
$ref: '#/components/schemas/ModelPerformance'
outputResult:
description: A map (list of key-value pairs) for Inference result name and it's value
$ref: 'TS28623_ComDefs.yaml#/components/schemas/AttributeNameValuePairSet'
#-------- Definition of types for name-containments ------
SubNetwork-ncO-AiMlNrm:
type: object
properties:
MLTrainingFunction:
$ref: '#/components/schemas/MLTrainingFunction-Multiple'
MLTestingFunction:
$ref: '#/components/schemas/MLTestingFunction-Multiple'
MLEntityRepository:
$ref: '#/components/schemas/MLEntityRepository-Multiple'
MLUpdateFunction:
$ref: '#/components/schemas/MLUpdateFunction-Multiple'
AIMLInferenceFunction:
$ref: '#/components/schemas/AIMLInferenceFunction-Multiple'
ManagedElement-ncO-AiMlNrm:
type: object
properties:
MLTrainingFunction:
$ref: '#/components/schemas/MLTrainingFunction-Multiple'
MLTestingFunction:
$ref: '#/components/schemas/MLTestingFunction-Multiple'
MLEntityRepository:
$ref: '#/components/schemas/MLEntityRepository-Multiple'
MLUpdateFunction:
$ref: '#/components/schemas/MLUpdateFunction-Multiple'
AIMLInferenceFunction:
$ref: '#/components/schemas/AIMLInferenceFunction-Multiple'
#-------- Definition of concrete IOCs --------------------------------------------
MLTrainingFunction-Single:
allOf:
- $ref: 'TS28623_GenericNrm.yaml#/components/schemas/Top'
- type: object
properties:
attributes:
allOf:
- $ref: 'TS28623_GenericNrm.yaml#/components/schemas/ManagedFunction-Attr'
- type: object
properties:
mLEntityRepositoryRef:
$ref: 'TS28623_ComDefs.yaml#/components/schemas/Dn'
- $ref: 'TS28623_GenericNrm.yaml#/components/schemas/ManagedFunction-ncO'
- type: object
properties:
MLTrainingRequest:
$ref: '#/components/schemas/MLTrainingRequest-Multiple'
MLTrainingProcess:
$ref: '#/components/schemas/MLTrainingProcess-Multiple'
MLTrainingReport:
$ref: '#/components/schemas/MLTrainingReport-Multiple'
ThresholdMonitors:
$ref: 'TS28623_ThresholdMonitorNrm.yaml#/components/schemas/ThresholdMonitor-Multiple'
MLTrainingRequest-Single:
allOf:
- $ref: 'TS28623_GenericNrm.yaml#/components/schemas/Top'
- type: object
properties:
attributes:
allOf:
- type: object
properties:
inferenceType:
type: string
candidateTrainingDataSource:
type: array
items:
type: string
trainingDataQualityScore:
$ref: 'TS28623_ComDefs.yaml#/components/schemas/Float'
trainingRequestSource:
$ref: 'TS28623_ComDefs.yaml#/components/schemas/Dn'
requestStatus:
$ref: '#/components/schemas/RequestStatus'
expectedRuntimeContext:
$ref: '#/components/schemas/MLContext'
performanceRequirements:
type: array
items:
$ref: '#/components/schemas/ModelPerformance'
cancelRequest:
type: boolean
suspendRequest:
type: boolean
mLEntityToTrainRef:
$ref: 'TS28623_ComDefs.yaml#/components/schemas/Dn'
mLEntityCoordinationGroupToTrainRef:
$ref: 'TS28623_ComDefs.yaml#/components/schemas/Dn'
MLTrainingProcess-Single:
allOf:
- $ref: 'TS28623_GenericNrm.yaml#/components/schemas/Top'
- type: object
properties:
attributes:
allOf:
- type: object
properties:
priority:
type: integer
terminationConditions:
type: string
enum:
- UPDATED_IN_INFERENCE_FUNCTION
- INFERENCE FUNCTION_TERMINATED
- INFERENCE FUNCTION_UPGRADED
- INFERENCE_CONTEXT_CHANGED
progressStatus:
$ref: '#/components/schemas/ProcessMonitor'
cancelProcess:
type: boolean
suspendProcess:
type: boolean
trainingRequestRef:
$ref: 'TS28623_ComDefs.yaml#/components/schemas/DnList'
trainingReportRef:
$ref: 'TS28623_ComDefs.yaml#/components/schemas/Dn'
mLEntityRef:
$ref: 'TS28623_ComDefs.yaml#/components/schemas/DnList'
MLTrainingReport-Single:
allOf:
- $ref: 'TS28623_GenericNrm.yaml#/components/schemas/Top'
- type: object
properties:
attributes:
allOf:
- type: object
properties:
areConsumerTrainingDataUsed:
type: string
enum:
- ALL
- PARTIALLY
- NONE
usedConsumerTrainingData:
type: array
items:
type: string
modelconfidenceIndication:
type: integer
modelPerformanceTraining:
type: array
items:
$ref: '#/components/schemas/ModelPerformance'
modelPerformanceValidation:
type: array
items:
$ref: '#/components/schemas/ModelPerformance'
dataRatioTrainingAndValidation:
type: integer
areNewTrainingDataUsed:
type: boolean
trainingRequestRef:
$ref: 'TS28623_ComDefs.yaml#/components/schemas/DnList'
trainingProcessRef:
$ref: 'TS28623_ComDefs.yaml#/components/schemas/Dn'
lastTrainingRef:
$ref: 'TS28623_ComDefs.yaml#/components/schemas/Dn'
mLEnityGeneratedRef:
$ref: 'TS28623_ComDefs.yaml#/components/schemas/Dn'
mLEntityCoordinationGroupGeneratedRef:
$ref: 'TS28623_ComDefs.yaml#/components/schemas/Dn'
mLEntityRef:
$ref: 'TS28623_ComDefs.yaml#/components/schemas/DnList'
MLTestingFunction-Single:
allOf:
- $ref: 'TS28623_GenericNrm.yaml#/components/schemas/Top'
- type: object
properties:
attributes:
allOf:
- $ref: 'TS28623_GenericNrm.yaml#/components/schemas/ManagedFunction-Attr'
- type: object
properties:
mLEntityRef:
$ref: 'TS28623_ComDefs.yaml#/components/schemas/DnList'
- $ref: 'TS28623_GenericNrm.yaml#/components/schemas/ManagedFunction-ncO'
- type: object
properties:
MLTestingRequest:
$ref: '#/components/schemas/MLTestingRequest-Multiple'
MLTestingReport:
$ref: '#/components/schemas/MLTestingReport-Multiple'
MLTestingRequest-Single:
allOf:
- $ref: 'TS28623_GenericNrm.yaml#/components/schemas/Top'
- type: object
properties:
attributes:
allOf:
- type: object
properties:
requestStatus:
$ref: '#/components/schemas/RequestStatus'
cancelRequest:
type: boolean
suspendRequest:
type: boolean
mLEntityToTestRef:
$ref: 'TS28623_ComDefs.yaml#/components/schemas/Dn'
mLEntityCoordinationGroupToTestRef:
$ref: 'TS28623_ComDefs.yaml#/components/schemas/Dn'
MLTestingReport-Single:
allOf:
- $ref: 'TS28623_GenericNrm.yaml#/components/schemas/Top'
- type: object
properties:
attributes:
allOf:
- type: object
properties:
modelPerformanceTesting:
type: array
items:
$ref: '#/components/schemas/ModelPerformance'
mLTestingResult:
type: string
testingRequestRef:
$ref: 'TS28623_ComDefs.yaml#/components/schemas/Dn'
MLEntityLoadingRequest-Single:
allOf:
- $ref: 'TS28623_GenericNrm.yaml#/components/schemas/Top'
- type: object
properties:
attributes:
allOf:
- type: object
properties:
requestStatus:
$ref: '#/components/schemas/RequestStatus'
cancelRequest:
type: boolean
suspendRequest:
type: boolean
mLEntityToLoadRef:
$ref: 'TS28623_ComDefs.yaml#/components/schemas/Dn'
MLEntityLoadingPolicy-Single:
allOf:
- $ref: 'TS28623_GenericNrm.yaml#/components/schemas/Top'
- type: object
properties:
attributes:
allOf:
- type: object
properties:
inferenceType:
type: string
policyForLoading:
$ref: '#/components/schemas/AIMLManagementPolicy'
mLEntityRef:
$ref: 'TS28623_ComDefs.yaml#/components/schemas/DnList'
MLEntityLoadingProcess-Single:
allOf:
- $ref: 'TS28623_GenericNrm.yaml#/components/schemas/Top'
- type: object
properties:
attributes:
allOf:
- type: object
properties:
progressStatus:
$ref: '#/components/schemas/ProcessMonitor'
cancelProcess:
type: boolean
suspendProcess:
type: boolean
resumeProcess:
type: boolean
MLEntityLoadingRequestRef:
$ref: 'TS28623_ComDefs.yaml#/components/schemas/Dn'
MLEntityLoadingPolicyRef:
$ref: 'TS28623_ComDefs.yaml#/components/schemas/Dn'
LoadedMLEntityRef:
$ref: 'TS28623_ComDefs.yaml#/components/schemas/Dn'
MLEntity-Single:
allOf:
- $ref: 'TS28623_GenericNrm.yaml#/components/schemas/Top'
- type: object
properties:
attributes:
type: object
properties:
mLEntityId:
type: string
inferenceType:
type: string
mLEntityVersion:
type: string
expectedRunTimeContext:
$ref: '#/components/schemas/MLContext'
trainingContext:
$ref: '#/components/schemas/MLContext'
runTimeContext:
$ref: '#/components/schemas/MLContext'
supportedPerformanceIndicators:
$ref: '#/components/schemas/SupportedPerfIndicator'
mLCapabilitiesInfoList:
type: array
items:
$ref: '#/components/schemas/MLCapabilityInfo'
retrainingEventsMonitorRef:
$ref: 'TS28623_ComDefs.yaml#/components/schemas/Dn'
sourceTrainedMLEntityRef:
$ref: 'TS28623_ComDefs.yaml#/components/schemas/Dn'
MLEntityRepository-Single:
allOf:
- $ref: 'TS28623_GenericNrm.yaml#/components/schemas/Top'
- type: object
properties:
attributes:
type: object
properties:
mLEntityRef:
$ref: 'TS28623_ComDefs.yaml#/components/schemas/DnList'
- type: object
properties:
MLEntity:
$ref: '#/components/schemas/MLEntity-Multiple'
MLEntityCoordinationGroup:
$ref: '#/components/schemas/MLEntityCoordinationGroup-Multiple'
MLEntityCoordinationGroup-Single:
allOf:
- $ref: 'TS28623_GenericNrm.yaml#/components/schemas/Top'
- type: object
properties:
attributes:
type: object
properties:
memberMLEntityRefList:
$ref: 'TS28623_ComDefs.yaml#/components/schemas/DnList'
## 7.3a.4.1 IOC
MLUpdateFunction-Single:
allOf:
- $ref: 'TS28623_GenericNrm.yaml#/components/schemas/Top'
- type: object
properties:
attributes:
allOf:
- $ref: 'TS28623_GenericNrm.yaml#/components/schemas/ManagedFunction-Attr'
- type: object
properties:
availMLCapabilityReport:
$ref: '#/components/schemas/AvailMLCapabilityReport'
mLEntityRef:
$ref: 'TS28623_ComDefs.yaml#/components/schemas/DnList'
- $ref: 'TS28623_GenericNrm.yaml#/components/schemas/ManagedFunction-ncO'
- type: object
properties:
MLUpdateRequest:
$ref: '#/components/schemas/MLUpdateRequest-Multiple'
MLUpdateProcess:
$ref: '#/components/schemas/MLUpdateProcess-Multiple'
MLUpdateReport:
$ref: '#/components/schemas/MLUpdateReport-Multiple'
MLUpdateRequest-Single:
allOf:
- $ref: 'TS28623_GenericNrm.yaml#/components/schemas/Top'
- type: object
properties:
attributes:
type: object
properties:
performanceGainThreshold:
type: array
items:
$ref: '#/components/schemas/ModelPerformance'
newCapabilityVersionId:
type: array
items:
type: string
updateTimeDeadline:
$ref: 'TS28623_ComDefs.yaml#/components/schemas/TimeWindow'
requestStatus:
$ref: '#/components/schemas/RequestStatus'
mLUpdateReportingPeriod:
$ref: 'TS28623_ComDefs.yaml#/components/schemas/TimeWindow'
cancelRequest:
type: boolean
suspendRequest:
type: boolean
mLUpdateProcessRef:
$ref: 'TS28623_ComDefs.yaml#/components/schemas/Dn'
mLEntityRef:
$ref: 'TS28623_ComDefs.yaml#/components/schemas/DnList'
MLUpdateProcess-Single:
allOf:
- $ref: 'TS28623_GenericNrm.yaml#/components/schemas/Top'
- type: object
properties:
attributes:
type: object
properties:
progressStatus:
$ref: '#/components/schemas/ProcessMonitor'
mLEntityRef:
$ref: 'TS28623_ComDefs.yaml#/components/schemas/DnList'
mLUpdateRequestRef:
$ref: 'TS28623_ComDefs.yaml#/components/schemas/DnList'
mLUpdateReportRef:
$ref: 'TS28623_ComDefs.yaml#/components/schemas/Dn'
MLUpdateReport-Single:
allOf:
- $ref: 'TS28623_GenericNrm.yaml#/components/schemas/Top'
- type: object
properties:
attributes:
type: object
properties:
updatedMLCapability:
$ref: '#/components/schemas/AvailMLCapabilityReport'
mLEntityRef:
$ref: 'TS28623_ComDefs.yaml#/components/schemas/DnList'
mLUpdateProcessRef:
$ref: 'TS28623_ComDefs.yaml#/components/schemas/Dn'
AIMLInferenceFunction-Single:
allOf:
- $ref: 'TS28623_GenericNrm.yaml#/components/schemas/Top'
- type: object
properties:
attributes:
allOf:
- $ref: 'TS28623_GenericNrm.yaml#/components/schemas/ManagedFunction-Attr'
- type: object
properties:
activationStatus:
type: string
enum:
- ACTIVATED
- DEACTIVATED
managedActivationScope:
$ref: '#/components/schemas/ManagedActivationScope'
usedByFunctionRefList:
$ref: 'TS28623_ComDefs.yaml#/components/schemas/DnList'
mLEntityRef: # FIXME S5-240805,S5-240917 both define here
$ref: 'TS28623_ComDefs.yaml#/components/schemas/DnList'
- $ref: 'TS28623_GenericNrm.yaml#/components/schemas/ManagedFunction-ncO'
- type: object
properties:
AIMLInferenceReport:
$ref: '#/components/schemas/AIMLInferenceReport-Multiple'
AIMLInferenceReport-Single:
allOf:
- $ref: 'TS28623_GenericNrm.yaml#/components/schemas/Top'
- type: object
properties:
attributes:
allOf:
- type: object
properties:
inferenceOutputs: #stage 2: attribute table name as: aimlInferenceOutputs FIXME
type: array
items:
$ref: '#/components/schemas/InferenceOutput'
minItems: 1
mLEntityRef:
$ref: 'TS28623_ComDefs.yaml#/components/schemas/DnList'
AIMLInferenceEmulationFunction-Single:
allOf:
- $ref: 'TS28623_GenericNrm.yaml#/components/schemas/Top'
- type: object
properties:
attributes:
allOf:
- $ref: 'TS28623_GenericNrm.yaml#/components/schemas/ManagedFunction-Attr'
- type: object
properties:
AIMLInferenceEmulationReportRefs: # FIXME stage 2 of IOC AIMLInferenceEmulationReport missing
$ref: 'TS28623_ComDefs.yaml#/components/schemas/DnList'
- $ref: 'TS28623_GenericNrm.yaml#/components/schemas/ManagedFunction-ncO'
#-------- Definition of JSON arrays for name-contained IOCs ----------------------
MLTrainingFunction-Multiple:
type: array
items:
$ref: '#/components/schemas/MLTrainingFunction-Single'
MLTrainingRequest-Multiple:
type: array
items:
$ref: '#/components/schemas/MLTrainingRequest-Single'
MLTrainingProcess-Multiple:
type: array
items:
$ref: '#/components/schemas/MLTrainingProcess-Single'
MLTrainingReport-Multiple:
type: array
items:
$ref: '#/components/schemas/MLTrainingReport-Single'
MLEntity-Multiple:
type: array
items:
$ref: '#/components/schemas/MLEntity-Single'
MLEntityRepository-Multiple:
type: array
items:
$ref: '#/components/schemas/MLEntityRepository-Single'
MLEntityCoordinationGroup-Multiple:
type: array
items:
$ref: '#/components/schemas/MLEntityCoordinationGroup-Single'
MLTestingFunction-Multiple:
type: array
items:
$ref: '#/components/schemas/MLTestingFunction-Single'
MLTestingRequest-Multiple:
type: array
items:
$ref: '#/components/schemas/MLTestingRequest-Single'
MLTestingReport-Multiple:
type: array
items:
$ref: '#/components/schemas/MLTestingRequest-Single'
MLEntityLoadingRequest-Multiple:
type: array
items:
$ref: '#/components/schemas/MLEntityLoadingRequest-Single'
MLEntityLoadingProcess-Multiple:
type: array
items:
$ref: '#/components/schemas/MLEntityLoadingProcess-Single'
MLEntityLoadingPolicy-Multiple:
type: array
items:
$ref: '#/components/schemas/MLEntityLoadingPolicy-Single'
MLUpdateFunction-Multiple:
type: array
items:
$ref: '#/components/schemas/MLUpdateFunction-Single'
MLUpdateRequest-Multiple:
type: array
items:
$ref: '#/components/schemas/MLUpdateRequest-Single'
MLUpdateProcess-Multiple:
type: array
items:
$ref: '#/components/schemas/MLUpdateProcess-Single'
MLUpdateReport-Multiple:
type: array
items:
$ref: '#/components/schemas/MLUpdateReport-Single'
AIMLInferenceFunction-Multiple:
type: array
items:
$ref: '#/components/schemas/AIMLInferenceFunction-Single'
AIMLInferenceReport-Multiple:
type: array
items:
$ref: '#/components/schemas/AIMLInferenceReport-Single'
AIMLInferenceEmulationFunction-Multiple:
type: array
items:
$ref: '#/components/schemas/AIMLInferenceEmulationFunction-Single'
#-------- Definitions in TS 28.104 for TS 28.532 ---------------------------------
resources-AiMlNrm:
oneOf:
- $ref: '#/components/schemas/MLTrainingFunction-Single'
- $ref: '#/components/schemas/MLTrainingRequest-Single'
- $ref: '#/components/schemas/MLTrainingProcess-Single'
- $ref: '#/components/schemas/MLTrainingReport-Single'
- $ref: '#/components/schemas/MLEntity-Single'
- $ref: '#/components/schemas/MLEntityRepository-Single'
- $ref: '#/components/schemas/MLEntityCoordinationGroup-Single'
- $ref: '#/components/schemas/MLTestingFunction-Single'
- $ref: '#/components/schemas/MLTestingRequest-Single'
- $ref: '#/components/schemas/MLTestingReport-Single'
- $ref: '#/components/schemas/MLEntityLoadingRequest-Single'
- $ref: '#/components/schemas/MLEntityLoadingProcess-Single'
- $ref: '#/components/schemas/MLEntityLoadingPolicy-Single'
- $ref: '#/components/schemas/MLUpdateFunction-Single'
- $ref: '#/components/schemas/MLUpdateRequest-Single'
- $ref: '#/components/schemas/MLUpdateProcess-Single'
- $ref: '#/components/schemas/MLUpdateReport-Single'
- $ref: '#/components/schemas/AIMLInferenceFunction-Single'
- $ref: '#/components/schemas/AIMLInferenceReport-Single'
- $ref: '#/components/schemas/AIMLInferenceEmulationFunction-Single'