Microsoft Azure

Microsoft Azure LogsV1Dot1Preview2 API

Manages reinforcement learning logs.

Documentation GitHub OpenAPI

Operations 4

POST /logs/interactions Microsoft Azure Post Interactions #

POST /logs/observations Microsoft Azure Post Observations #

DELETE /logs Microsoft Azure Deletes Logs #

GET /logs/properties Microsoft Azure Get Log Properties #

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OpenAPI Specification

openapi: 3.2.0
info:
  version: 2020-08-01-preview
  title: Microsoft Azure AccessControlClient AccessConnector Logs V1 Dot1 Preview2 API
  description: Manages reinforcement learning logs.
tags:
- name: LogsV1Dot1Preview2
  description: Manages reinforcement learning logs.
paths:
  /logs/interactions:
    post:
      tags:
      - LogsV1Dot1Preview2
      summary: Microsoft Azure Post Interactions
      description: The endpoint is intended to be used from within a SDK for logging interactions and accepts specific format defined in https://github.com/VowpalWabbit/reinforcement_learning. This endpoint should not be used by the customer.
      operationId: microsoftAzureLogInteractions
      responses:
        '204':
          description: Success
        default:
          description: Invalid request.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
      x-ms-examples:
        Successful Log_Interactions request:
          $ref: ./examples/Log_Interactions.json
      requestBody:
        content:
          application/octet-stream:
            schema:
              format: binary
              type: string
        description: Interactions binary payload.
        required: true
  /logs/observations:
    post:
      tags:
      - LogsV1Dot1Preview2
      summary: Microsoft Azure Post Observations
      description: The endpoint is intended to be used from within a SDK for logging observations and accepts specific format defined in https://github.com/VowpalWabbit/reinforcement_learning. This endpoint should not be used by the customer.
      operationId: microsoftAzureLogObservations
      responses:
        '204':
          description: Success
        default:
          description: Invalid request.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
      x-ms-examples:
        Successful Log_Observations request:
          $ref: ./examples/Log_Observations.json
      requestBody:
        content:
          application/octet-stream:
            schema:
              format: binary
              type: string
        description: Observations binary payload.
        required: true
  /logs:
    delete:
      tags:
      - LogsV1Dot1Preview2
      summary: Microsoft Azure Deletes Logs
      description: Delete all logs of Rank and Reward calls stored by Personalizer.
      operationId: microsoftAzureLogDelete
      responses:
        '204':
          description: Success
      x-ms-examples:
        Successful Log_Delete request:
          $ref: ./examples/Log_Delete.json
  /logs/properties:
    get:
      tags:
      - LogsV1Dot1Preview2
      summary: Microsoft Azure Get Log Properties
      description: Get properties of the Personalizer logs.
      operationId: microsoftAzureLogGetproperties
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/LogsProperties'
        default:
          description: Log properties not found.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
      x-ms-examples:
        Successful Log_GetProperties request:
          $ref: ./examples/Log_GetProperties.json
components:
  schemas:
    ErrorResponse:
      description: Used to return an error to the client
      required:
      - error
      type: object
      properties:
        error:
          $ref: '#/components/schemas/PersonalizerError'
    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: EvaluationModelNotFound
              description: Model not found in evaluation.
            - value: LogsPropertiesNotFound
              description: Log properties not found.
            - value: ModelRankingError
              description: Error while ranking actions using model. Please verify the learning settings are valid.
            - value: InternalServerError
              description: A generic error has occurred on the server.
            - value: RankNullResponse
              description: Rank call returned null response.
            - value: UpdateConfigurationFailed
              description: Failed to update configuration.
            - value: ModelResetFailed
              description: Model reset failed.
            - value: ModelPublishFailed
              description: Model publish failed.
            - value: ModelMetadataUpdateFailed
              description: Model metadata update failed.
            - value: OperationNotAllowed
              description: This operation is not allowed at this time.
        message:
          description: A message explaining the error reported by the service.
          type: string
        target:
          description: Error source element.
          type: string
        details:
          description: An array of details about specific errors that led to this reported error.
          type: array
          items:
            $ref: '#/components/schemas/PersonalizerError'
        innerError:
          $ref: '#/components/schemas/InternalError'
    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'
    LogsProperties:
      description: Properties related to data used to train the model.
      type: object
      properties:
        dateRange:
          description: Date range.
          type: object
          allOf:
          - $ref: '#/components/schemas/DateRange'
          readOnly: true
    DateRange:
      description: A date range starting at From and ending at To.
      type: object
      properties:
        from:
          format: date-time
          description: Start date for the range.
          type: string
          readOnly: true
        to:
          format: date-time
          description: End date for the range.
          type: string
          readOnly: true
x-ms-parameterized-host:
  hostTemplate: '{endpoint}'
  useSchemePrefix: false
  parameters:
  - $ref: '#/components/parameters/Endpoint'