Microsoft Azure Model API

The Model API from Microsoft Azure — 8 operation(s) for model.

Operations 14

GET /modelmanagement/v1.0/subscriptions/{subscriptionId}/resourceGroups/{resourceGroup}/providers/Microsoft.MachineLearningServices/workspaces/{workspace}/models/{id} Microsoft Azure Gets A Model #
DELETE /modelmanagement/v1.0/subscriptions/{subscriptionId}/resourceGroups/{resourceGroup}/providers/Microsoft.MachineLearningServices/workspaces/{workspace}/models/{id} Microsoft Azure Delete The Specified Model #
PATCH /modelmanagement/v1.0/subscriptions/{subscriptionId}/resourceGroups/{resourceGroup}/providers/Microsoft.MachineLearningServices/workspaces/{workspace}/models/{id} Microsoft Azure Patch A Specific Model #
GET /modelmanagement/v1.0/subscriptions/{subscriptionId}/resourceGroups/{resourceGroup}/providers/Microsoft.MachineLearningServices/workspaces/{workspace}/models Microsoft Azure Query The List Of Models In A Workspace #
POST /modelmanagement/v1.0/subscriptions/{subscriptionId}/resourceGroups/{resourceGroup}/providers/Microsoft.MachineLearningServices/workspaces/{workspace}/models Microsoft Azure Register A Model #
GET /modelmanagement/v1.0/subscriptions/{subscriptionId}/resourceGroups/{resourceGroup}/providers/Microsoft.MachineLearningServices/workspaces/{workspace}/models/{id}/metrics Microsoft Azure Retrieve The Metrics For A Model #
GET /modelrecipes Microsoft Azure Get Modelrecipes #
GET /models Microsoft Azure Get Models #
GET /models/{id} Microsoft Azure Get Models Id #
DELETE /models/{id} Microsoft Azure Delete Models Id #
PUT /models/{id} Microsoft Azure Put Models Id #
GET /model Microsoft Azure Get Model #
DELETE /model Microsoft Azure Reset Model #
GET /model/properties Microsoft Azure Get Model Properties #

Documentation

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OpenAPI Specification

microsoft-azure-model-api-openapi.yml Raw ↑
openapi: 3.2.0
info:
  version: 2020-08-01-preview
  title: Microsoft Azure AccessControlClient AccessConnector Model API
tags:
- name: Model
paths:
  ? /modelmanagement/v1.0/subscriptions/{subscriptionId}/resourceGroups/{resourceGroup}/providers/Microsoft.MachineLearningServices/workspaces/{workspace}/models/{id}
  : get:
      tags:
      - Model
      summary: Microsoft Azure Gets A Model
      description: Gets a model by model id.
      operationId: microsoftAzureMlmodelsQuerybyid
      parameters:
      - $ref: '#/components/parameters/subscriptionIdParameter'
      - $ref: '#/components/parameters/resourceGroupParameter'
      - $ref: '#/components/parameters/workspaceParameter'
      - name: id
        in: path
        description: The model id.
        required: true
        schema:
          type: string
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Model'
        default:
          description: Error response describing why the operation failed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ModelErrorResponse'
    delete:
      tags:
      - Model
      summary: Microsoft Azure Delete The Specified Model
      description: Deletes a model if it exists.
      operationId: microsoftAzureMlmodelsDelete
      parameters:
      - $ref: '#/components/parameters/subscriptionIdParameter'
      - $ref: '#/components/parameters/resourceGroupParameter'
      - $ref: '#/components/parameters/workspaceParameter'
      - name: id
        in: path
        description: The model id.
        required: true
        schema:
          type: string
      responses:
        '200':
          description: The resource exists and was deleted successfully.
        '204':
          description: The resource does not exist and the request was well formed.
        default:
          description: Error response describing why the operation failed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ModelErrorResponse'
    patch:
      tags:
      - Model
      summary: Microsoft Azure Patch A Specific Model
      description: Updates an existing model with the specified patch.
      operationId: microsoftAzureMlmodelsPatch
      parameters:
      - $ref: '#/components/parameters/subscriptionIdParameter'
      - $ref: '#/components/parameters/resourceGroupParameter'
      - $ref: '#/components/parameters/workspaceParameter'
      - name: id
        in: path
        description: The model id.
        required: true
        schema:
          type: string
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Model'
        default:
          description: Error response describing why the operation failed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ModelErrorResponse'
      requestBody:
        content:
          application/json-patch+json:
            schema:
              uniqueItems: false
              type: array
              items:
                $ref: '#/components/schemas/JsonPatchOperation'
        description: The payload that is used to patch the model.
        required: true
  ? /modelmanagement/v1.0/subscriptions/{subscriptionId}/resourceGroups/{resourceGroup}/providers/Microsoft.MachineLearningServices/workspaces/{workspace}/models
  : get:
      tags:
      - Model
      summary: Microsoft Azure Query The List Of Models In A Workspace
      description: The result list can be filtered using tag and name. If no filter is passed, the query lists all the Models in the given workspace. The returned list is paginated and the count of items in each page is an optional parameter.
      operationId: microsoftAzureMlmodelsListquery
      parameters:
      - $ref: '#/components/parameters/subscriptionIdParameter'
      - $ref: '#/components/parameters/resourceGroupParameter'
      - $ref: '#/components/parameters/workspaceParameter'
      - name: name
        in: query
        description: The object name.
        required: false
        schema:
          type: string
      - name: framework
        in: query
        description: The framework.
        required: false
        schema:
          type: string
      - name: description
        in: query
        description: The object description.
        required: false
        schema:
          type: string
      - name: count
        in: query
        description: The number of items to retrieve in a page.
        required: false
        schema:
          type: integer
          format: int32
      - name: $skipToken
        in: query
        description: The continuation token to retrieve the next page.
        required: false
        schema:
          type: string
      - name: tags
        in: query
        description: "A set of tags with which to filter the returned models.\n            It is a comma separated string of tags key or tags key=value\n            Example: tagKey1,tagKey2,tagKey3=value3"
        required: false
        schema:
          type: string
      - name: properties
        in: query
        description: "A set of properties with which to filter the returned models.\n            It is a comma separated string of properties key and/or properties key=value\n            Example: propKey1,propKey2,propKey3=value3"
        required: false
        schema:
          type: string
      - name: runId
        in: query
        description: The runId which created the model.
        required: false
        schema:
          type: string
      - name: orderBy
        in: query
        description: An option to specify how the models are ordered in the response.
        required: false
        schema:
          type: string
          enum:
          - CreatedAtDesc
          - CreatedAtAsc
          - UpdatedAtDesc
          - UpdatedAtAsc
          default: CreatedAtDesc
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/PaginatedModelList'
        default:
          description: Error response describing why the operation failed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ModelErrorResponse'
      x-ms-pageable:
        nextLinkName: nextLink
    post:
      tags:
      - Model
      summary: Microsoft Azure Register A Model
      description: Register the model provided.
      operationId: microsoftAzureMlmodelsRegister
      parameters:
      - $ref: '#/components/parameters/subscriptionIdParameter'
      - $ref: '#/components/parameters/resourceGroupParameter'
      - $ref: '#/components/parameters/workspaceParameter'
      responses:
        '200':
          description: The model registration was successful.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Model'
        default:
          description: Error response describing why the operation failed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ModelErrorResponse'
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/Model'
        description: The payload that is used to register the model.
        required: true
  ? /modelmanagement/v1.0/subscriptions/{subscriptionId}/resourceGroups/{resourceGroup}/providers/Microsoft.MachineLearningServices/workspaces/{workspace}/models/{id}/metrics
  : get:
      tags:
      - Model
      summary: Microsoft Azure Retrieve The Metrics For A Model
      description: The operational events collected for the Model are returned.
      operationId: microsoftAzureMlmodelsGetmetrics
      parameters:
      - $ref: '#/components/parameters/subscriptionIdParameter'
      - $ref: '#/components/parameters/resourceGroupParameter'
      - $ref: '#/components/parameters/workspaceParameter'
      - name: id
        in: path
        description: The Model Id.
        required: true
        schema:
          type: string
      - name: startDate
        in: query
        description: The start date from which to retrieve metrics, ISO 8601 literal format.
        required: false
        schema:
          type: string
      - name: endDate
        in: query
        description: The end date from which to retrieve metrics, ISO 8601 literal format.
        required: false
        schema:
          type: string
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ModelOperationalState'
        default:
          description: Error response describing why the operation failed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ModelErrorResponse'
  /modelrecipes:
    get:
      tags:
      - Model
      description: Get a list of supported recipes for model building. Different recipes have different capabilities such as support for multi-style voice models.
      operationId: microsoftAzureModelsListrecipes
      parameters:
      - $ref: '#/components/parameters/QueryApiVersion'
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                type: array
                items:
                  $ref: '#/components/schemas/Recipe'
        default:
          description: An error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
      x-ms-examples:
        Get all recipes:
          $ref: ./examples/get_recipes.json
      summary: Microsoft Azure Get Modelrecipes
  /models:
    get:
      tags:
      - Model
      description: Gets the list of models for the authenticated Speech service resource.
      operationId: microsoftAzureModelsList
      parameters:
      - $ref: '#/components/parameters/QuerySkip'
      - $ref: '#/components/parameters/QueryMaxPageSize'
      - $ref: '#/components/parameters/QueryFilter'
      - $ref: '#/components/parameters/QueryApiVersion'
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/PaginatedModels'
        default:
          description: An error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
      x-ms-pageable:
        nextLinkName: nextLink
        itemName: value
      x-ms-examples:
        Get all models:
          $ref: ./examples/get_models.json
      summary: Microsoft Azure Get Models
  /models/{id}:
    get:
      tags:
      - Model
      description: Gets the model identified by the given ID.
      operationId: microsoftAzureModelsGet
      parameters:
      - $ref: '#/components/parameters/PathId'
      - $ref: '#/components/parameters/QueryApiVersion'
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Model_2'
        default:
          description: An error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
      x-ms-examples:
        Get a model:
          $ref: ./examples/get_model.json
      summary: Microsoft Azure Get Models Id
    delete:
      tags:
      - Model
      description: Deletes the model identified by the given ID.
      operationId: microsoftAzureModelsDelete
      parameters:
      - $ref: '#/components/parameters/PathId'
      - $ref: '#/components/parameters/QueryApiVersion'
      responses:
        '204':
          description: No Content
        default:
          description: An error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
      x-ms-examples:
        Delete a model:
          $ref: ./examples/delete_model.json
      summary: Microsoft Azure Delete Models Id
    put:
      tags:
      - Model
      description: Creates a new voice model.
      operationId: microsoftAzureModelsCreate
      parameters:
      - $ref: '#/components/parameters/HeaderOperationId'
      - $ref: '#/components/parameters/PathId'
      - $ref: '#/components/parameters/QueryApiVersion'
      responses:
        '201':
          description: Created
          headers:
            Operation-Id:
              description: ID of the operation.
              schema:
                type: string
            Operation-Location:
              description: The location of the operation job. Use this URL to monitor operation status.
              schema:
                type: string
                format: uri
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Model_2'
        default:
          description: An error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
      x-ms-long-running-operation: true
      x-ms-examples:
        Create a model:
          $ref: ./examples/create_model.json
        Create a multi style model:
          $ref: ./examples/create_multi_style_model.json
      summary: Microsoft Azure Put Models Id
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/Model_2'
        description: Model definition
        required: true
  /model:
    get:
      tags:
      - Model
      summary: Microsoft Azure Get Model
      description: Get the model file generated by Personalizer service.
      operationId: microsoftAzureModelGet
      responses:
        '200':
          description: Success
          content:
            application/octet-stream:
              schema:
                type: string
                format: binary
      x-ms-examples:
        Successful Model_Get request:
          $ref: ./examples/Model_Get.json
    delete:
      tags:
      - Model
      summary: Microsoft Azure Reset Model
      description: Resets the model file generated by Personalizer service.
      operationId: microsoftAzureModelReset
      responses:
        '204':
          description: Success
        default:
          description: Model reset failed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse_2'
      x-ms-examples:
        Successful Model_Reset request:
          $ref: ./examples/Model_Reset.json
  /model/properties:
    get:
      tags:
      - Model
      summary: Microsoft Azure Get Model Properties
      description: Get properties of the model file generated by Personalizer service.
      operationId: microsoftAzureModelGetproperties
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ModelProperties_2'
      x-ms-examples:
        Successful Model_GetProperties request:
          $ref: ./examples/Model_GetProperties.json
components:
  schemas:
    Error:
      description: Top-level error follows Microsoft Azure REST API Guidelines which is available at https://github.com/microsoft/api-guidelines/blob/vNext/azure/Guidelines.md#handling-errors. This contains an top-level error with error code, message, details, target and an inner error with more descriptive details.
      required:
      - code
      - message
      type: object
      properties:
        code:
          $ref: '#/components/schemas/ErrorCode'
        target:
          description: The source of the error. For example it would be "model" or "model id" in case of invalid model.
          type: string
        message:
          description: Top-level error message.
          type: string
        details:
          description: Additional supportive details regarding the error and/or expected policies.
          type: array
          items:
            $ref: '#/components/schemas/Error'
        innererror:
          $ref: '#/components/schemas/InnerError'
    ResourceId:
      description: Resource id
      type: string
      pattern: ^[a-zA-Z0-9][a-zA-Z0-9._-]{1,62}[a-zA-Z0-9]$
      minLength: 3
      maxLength: 64
    InternalError:
      description: An object containing more specific information than the parent object about the error.
      type: object
      properties:
        code:
          description: Detailed error code.
          type: string
        innererror:
          $ref: '#/components/schemas/InternalError'
    ErrorResponse_2:
      description: Used to return an error to the client
      required:
      - error
      type: object
      properties:
        error:
          $ref: '#/components/schemas/PersonalizerError'
    ErrorCode:
      description: Top-level error code
      enum:
      - BadRequest
      - BadArgument
      - Unauthorized
      - Forbidden
      - NotFound
      - UnsupportedMediaType
      - TooManyRequests
      - InternalServerError
      - ServiceUnavailable
      type: string
      x-ms-enum:
        name: ErrorCode
        modelAsString: true
    InnerError:
      description: Inner error follows Microsoft Azure REST API Guidelines which is available at https://github.com/microsoft/api-guidelines/blob/vNext/azure/Guidelines.md#handling-errors. This contains required properties error code, message and optional properties target, inner error(this can be nested).
      type: object
      properties:
        code:
          description: Detailed error code to help diagnostic.
          type: string
        target:
          description: The source of the error. For example it would be "model" or "model id" in case of invalid model.
          type: string
        message:
          description: Detailed error message.
          type: string
        innererror:
          $ref: '#/components/schemas/InnerError'
    ModelErrorResponse:
      description: The Model Management Service Error object.
      type: object
      properties:
        code:
          description: The error code.
          type: string
        statusCode:
          format: int32
          description: The HTTP status code.
          type: integer
        message:
          description: The error message.
          type: string
        details:
          description: An array of error detail objects.
          uniqueItems: false
          type: array
          items:
            $ref: '#/components/schemas/ErrorDetails'
    PaginatedModelList:
      description: A paginated list of Models.
      type: object
      properties:
        value:
          description: An array of objects of type Model.
          uniqueItems: false
          type: array
          items:
            $ref: '#/components/schemas/Model'
        nextLink:
          description: A continuation link (absolute URI) to the next page of results in the list.
          type: string
    ModelOperationalState:
      description: The operational state of the Model.
      type: object
      properties:
        deploymentSummary:
          $ref: '#/components/schemas/DeploymentSummary'
          description: The summary of the deployment.
        endTime:
          description: The deployment end time.
          type: string
        startTime:
          description: The deployment start time.
          type: string
    DeploymentSummary:
      description: The deployment summary.
      type: object
      properties:
        successfulDeployments:
          format: int32
          description: The number of successful deployments.
          type: integer
        unsuccessfulDeployments:
          format: int32
          description: The number of unsuccessful deployments.
          type: integer
    ErrorDetails:
      description: The error details.
      type: object
      properties:
        code:
          description: The error code.
          type: string
        message:
          description: The error message.
          type: string
        target:
          description: The target of the error (e.g., the name of the property in error).
          type: string
    Recipe:
      description: Recipe for model building. Different recipes have different capability.
      type: object
      properties:
        kind:
          description: Recipe kind
          type: string
        version:
          description: Recipe version
          type: string
        description:
          description: Recipe description
          type: string
          readOnly: true
        minUtteranceCount:
          description: Minimum utterance count required to train a voice model with this recipe.
          format: int32
          type: integer
          readOnly: true
        minStyleUtteranceCount:
          description: Minimum utterance count required to train each customized style.
          format: int32
          type: integer
          readOnly: true
        maxCustomStyleNum:
          description: Maximum customized style number supported in one voice model.
          format: int32
          type: integer
          readOnly: true
        datasetLocales:
          description: The locale of the training dataset. Locale code follows BCP-47. You can find the text to speech locale list here https://learn.microsoft.com/azure/ai-services/speech-service/language-support?tabs=tts.
          type: array
          items:
            type: string
            example: en-US
          readOnly: true
        modelLocales:
          description: The locale that a voice model can speak with this recipe. Locale code follows BCP-47. You can find the text to speech locale list here https://learn.microsoft.com/azure/ai-services/speech-service/language-support?tabs=tts.
          type: array
          items:
            type: string
            example: en-US
          readOnly: true
        presetStyles:
          description: Preset styles supported by this recipe per locale. You can get these styles without any style training set.
          type: object
          additionalProperties:
            $ref: '#/components/schemas/PresetStyleItem'
          readOnly: true
    ModelProperties:
      description: Model properties
      type: object
      properties:
        presetStyles:
          description: Preset styles of this model.
          type: array
          items:
            type: string
        styleTrainingSetIds:
          description: Customized styles and associated training sets.
          type: object
          additionalProperties:
            $ref: '#/components/schemas/ResourceId'
        voiceStyles:
          description: All styles supported by this model.
          type: array
          items:
            type: string
          readOnly: true
        failureReason:
          $ref: '#/components/schemas/ModelFailureReason'
    PaginatedModels:
      description: Paginated model list
      required:
      - value
      type: object
      properties:
        value:
          description: Model list
          type: array
          items:
            $ref: '#/components/schemas/Model_2'
        nextLink:
          description: Link to next page.
          format: uri
          type: string
    DatasetReference:
      description: The dataset reference object.
      type: object
      properties:
        name:
          description: The name of the dataset reference.
          type: string
        id:
          description: The id of the dataset reference.
          type: string
    ModelProperties_2:
      description: Properties related to the trained model.
      type: object
      properties:
        creationTime:
          format: date-time
          description: Creation time of the model.
          type: string
          readOnly: true
        lastModifiedTime:
          format: date-time
          description: Last time the model was modified.
          type: string
          readOnly: true
    PresetStyleItem:
      description: Preset styles supported by the recipe. The voice model can support these styles without any style training set.
      type: object
      properties:
        male:
          description: Preset styles supported on male voice model.
          type: array
          items:
            type: string
        female:
          description: Preset styles supported on female voice model.
          type: array
          items:
            type: string
    ErrorResponse:
      description: Error response follows Microsoft Azure REST API Guidelines which is available at https://github.com/microsoft/api-guidelines/blob/vNext/azure/Guidelines.md#handling-errors.
      required:
      - error
      type: object
      properties:
        error:
          $ref: '#/components/schemas/Error'
    Model:
      description: An Azure Machine Learning Model.
      required:
      - name
      - url
      - mimeType
      type: object
      properties:
        id:
          description: The Model Id.
          type: string
          example: sklearn_mnist:1
        name:
          description: The Model name.
          type: string
          example: sklearn_mnist
        framework:
          description: The Model framework.
          type: string
        frameworkVersion:
          description: The Model framework version.
          type: string
        version:
          format: int64
          description: The Model version assigned by Model Management Service.
          type: integer
          example: '1'
        datasets:
          description: The list of datasets associated with the model.
          uniqueItems: false
          type: array
          items:
            $ref: '#/components/schemas/DatasetReference'
        url:
          description: The URL of the Model. Usually a SAS URL.
          type: string
        mimeType:
          description: The MIME type of Model content. For more details about MIME type, please open https://www.iana.org/assignments/media-types/media-types.xhtml
          type: string
        description:
          description: The Model description text.
          type: string
          example: A mnist model, first version.
        createdTime:
          format: date-time
          description: The Model creation time (UTC).
          type: string
          readOnly: true
        modifiedTime:
          format: date-time
          description: The Model last modified time (UTC).
          type: string
          readOnly: true
        unpack:
          description: Indicates whether we need to unpack the Model during docker Image creation.
          type: boolean
        parentModelId:
          description: The Parent Model Id.
          type: string
          example: sklearn_mnist_root:1
        runId:
          description: The RunId that created this model.
          type: string
        experimentName:
          description: The name of the experiment where this model was created.
          type: string
        kvTags:
          description: The Model tag dictionary. Items are mutable.
          type: object
          additionalProperties:
            type: string
        properties:
          description: The Model property dictionary. Properties are immutable.
          type: object
          additionalProperties:
            type: string
    PersonalizerError:
      description: The error object.
      required:
      - code
      - message
      type: object
      properties:
        code:
          description: Error Codes returned by Personalizer
          enum:
          - BadRequest
          - InvalidServiceConfiguration
          - InvalidLearningModeServiceConfiguration
          - InvalidPolicyConfiguration
          - InvalidPolicyContract
          - InvalidEvaluationContract
          - DuplicateCustomPolicyNames
          - NoLogsExistInDateRange
          - LogsSizeExceedAllowedLimit
          - InvalidRewardRequest
          - InvalidEventIdToActivate
          - InvalidRankRequest
          - InvalidExportLogsRequest
          - InvalidRequest
          - InvalidContainer
          - InvalidModelMetadata
          - ApprenticeModeNeverTurnedOn
          - MissingAppId
          - InvalidRewardWaitTime
          - InvalidMultiSlotApiAccess
          - ModelFileAccessDenied
          - ProblemTypeIncompatibleWithAutoOptimization
          - ResourceNotFound
          - FrontEndNotFound
          - EvaluationNotFound
          - LearningSettingsNotFound
          - EvaluationModelNotFound
          - LogsPropertiesNotFound
          - ModelRankingError
          - InternalServerError
          - RankNullResponse
          - UpdateConfigurationFailed
          - ModelResetFailed
          - ModelPublishFailed
          - ModelMetadataUpdateFailed
          - OperationNotAllowed
          type: string
          x-ms-enum:
            name: PersonalizerErrorCode
            modelAsString: true
            values:
            - value: BadRequest
              description: Request could not be understood by the server.
            - value: InvalidServiceConfiguration
              description: Invalid service configuration.
            - value: InvalidLearningModeServiceConfiguration
              description: Updating defaultReward, rewardWaitTime and rewardAggregation when changing learning mode from Online to Apprentice mode and vice versa is not allowed. Make the mode change and then change the additional settings with an additional API call.
            - value: InvalidPolicyConfiguration
              description: Invalid policy configuration.
            - value: InvalidPolicyContract
              description: Invalid policy contract.
            - value: InvalidEvaluationContract
              description: Invalid evaluation contract.
            - value: DuplicateCustomPolicyNames
              description: Custom policy names should be unique.
            - value: NoLogsExistInDateRange
              description: No logs exist in date range.
            - value: LogsSizeExceedAllowedLimit
              description: Total size of logs exceed allowed limit.
            - value: InvalidRewardRequest
              description: Invalid reward request.
            - value: InvalidEventIdToActivate
              description: Invalid activate event request.
            - value: InvalidRankRequest
              description: Invalid request.
            - value: InvalidExportLogsRequest
              description: Invalid request.
            - value: InvalidRequest
              description: Invalid request.
            - value: InvalidContainer
              description: SAS Uri must be the Uri to a container that has write permissions.
            - value: InvalidModelMetadata
              description: Invalid model metadata.
            - value: ApprenticeModeNeverTurnedOn
              description: Apprentice mode never turned on.
            - value: MissingAppId
              description: AppId is missing in the header.
            - value: InvalidRewardWaitTime
              description: Reward wait time should be between 5 seconds and 2 days
            - value: InvalidMultiSlotApiAccess
              description: Multi-slot feature is currently disabled. Please follow multi-slot Personalizer documentation to update your loop settings to enable multi-slot functionality.
            - value: ModelFileAccessDenied
              description: Key vault Key used for customer managed key cannot be accessed.
            - value: ProblemTypeIncompatibleWithAutoOptimization
              description: Auto-optimization is not compatible with multi-slot personalization.
            - value: ResourceNotFound
              description: Requested resource does not exist on the server.
            - value: FrontEndNotFound
              description: Front end not found.
            - value: EvaluationNotFound
              description: Offline Evaluation not found.
            - value: LearningSettingsNotFound
              description: Learning Settings not found in evaluation.
            - value: EvaluationM

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