Siemens MindSphere Time Series API

Time-series data read and write operations

Business capability
Manufacturing Data Acquisition Management BC-1010.60

Operations 4

PUT /timeseries Ingest time-series data for multiple assets/aspects #
PUT /timeseries/{assetId}/{aspectName} Ingest time-series data for a single asset aspect #
GET /timeseries/{assetId}/{aspectName} Query time-series data for an asset aspect #
DELETE /timeseries/{assetId}/{aspectName} Delete time-series data for an asset aspect #

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OpenAPI Specification

siemens-mindsphere-time-series-api-openapi.yml Raw ↑
openapi: 3.2.0
info:
  title: Siemens MindSphere IoT Time Series Timeseries API
  description: The MindSphere IoT Time Series API enables storing, querying, and retrieving time-series telemetry data from industrial equipment and IoT assets. Supports high-frequency data ingestion (up to 1 Hz), bulk imports, and time-range queries for sensor and machine data organized by asset and aspect.
  version: '3.0'
  contact:
    name: Siemens MindSphere Developer Support
    url: https://documentation.mindsphere.io/MindSphere/apis/iot-timeseries/api-timeseries-overview.html
servers:
- url: https://gateway.eu1.mindsphere.io/api/iottimeseries/v3
  description: MindSphere EU1 Region
security:
- BearerAuth: []
tags:
- name: Time Series
  description: Time-series data read and write operations
paths:
  /timeseries:
    put:
      operationId: putMultipleTimeseries
      summary: Ingest time-series data for multiple assets/aspects
      description: Creates or updates time-series data for multiple asset-aspect combinations in a single request. Each entry specifies an assetId, aspectName, and array of timestamped data points.
      tags:
      - Time Series
      requestBody:
        required: true
        content:
          application/json:
            schema:
              type: array
              items:
                $ref: '#/components/schemas/TimeseriesInput'
      responses:
        '204':
          description: Data ingested successfully (no content)
        '400':
          description: Validation error in request payload
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
        '401':
          description: Unauthorized
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
        '403':
          description: Forbidden — insufficient scope
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
  /timeseries/{assetId}/{aspectName}:
    put:
      operationId: putTimeseries
      summary: Ingest time-series data for a single asset aspect
      description: Creates or updates time-series data for a specific asset and aspect. Each data point must include a _time field (ISO 8601 UTC) and values for aspect variables.
      tags:
      - Time Series
      parameters:
      - $ref: '#/components/parameters/AssetId'
      - $ref: '#/components/parameters/AspectName'
      requestBody:
        required: true
        content:
          application/json:
            schema:
              type: array
              items:
                $ref: '#/components/schemas/TimeseriesDataPoint'
      responses:
        '204':
          description: Data ingested successfully
        '400':
          description: Invalid request
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
        '401':
          description: Unauthorized
        '403':
          description: Forbidden
        '404':
          description: Asset or aspect not found
    get:
      operationId: getTimeseries
      summary: Query time-series data for an asset aspect
      description: Retrieves time-series data for a specific asset and aspect within a time range. Supports time range queries, field selection, and result limiting. Data is returned ordered by timestamp ascending.
      tags:
      - Time Series
      parameters:
      - $ref: '#/components/parameters/AssetId'
      - $ref: '#/components/parameters/AspectName'
      - name: from
        in: query
        required: true
        description: Start of time range (ISO 8601 UTC)
        schema:
          type: string
          format: date-time
        example: '2026-01-01T00:00:00Z'
      - name: to
        in: query
        required: true
        description: End of time range (ISO 8601 UTC)
        schema:
          type: string
          format: date-time
        example: '2026-01-01T01:00:00Z'
      - name: limit
        in: query
        required: false
        description: Maximum number of data points to return (max 2000)
        schema:
          type: integer
          default: 2000
          maximum: 2000
      - name: select
        in: query
        required: false
        description: Comma-separated list of variable names to include
        schema:
          type: string
        example: temperature,pressure
      - name: sort
        in: query
        required: false
        description: Sort order by _time
        schema:
          type: string
          enum:
          - asc
          - desc
          default: asc
      - name: latestValue
        in: query
        required: false
        description: Return only the most recent data point
        schema:
          type: boolean
          default: false
      responses:
        '200':
          description: Time-series data points
          content:
            application/json:
              schema:
                type: array
                items:
                  $ref: '#/components/schemas/TimeseriesDataPoint'
        '400':
          description: Invalid query parameters
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
        '401':
          description: Unauthorized
        '404':
          description: Asset or aspect not found
    delete:
      operationId: deleteTimeseries
      summary: Delete time-series data for an asset aspect
      description: Deletes all time-series data within an hourly-aligned time range for a specific asset and aspect. The time range must align to UTC hour boundaries.
      tags:
      - Time Series
      parameters:
      - $ref: '#/components/parameters/AssetId'
      - $ref: '#/components/parameters/AspectName'
      - name: from
        in: query
        required: true
        description: Start of hourly-aligned range (ISO 8601 UTC)
        schema:
          type: string
          format: date-time
        example: '2026-01-01T00:00:00Z'
      - name: to
        in: query
        required: true
        description: End of hourly-aligned range (ISO 8601 UTC)
        schema:
          type: string
          format: date-time
        example: '2026-01-01T01:00:00Z'
      responses:
        '204':
          description: Data deleted successfully
        '400':
          description: Invalid time range (not hour-aligned or invalid format)
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
        '401':
          description: Unauthorized
        '403':
          description: Forbidden
components:
  parameters:
    AspectName:
      name: aspectName
      in: path
      required: true
      description: Aspect name (must match asset type aspect configuration)
      schema:
        type: string
      example: EnvironmentData
    AssetId:
      name: assetId
      in: path
      required: true
      description: Unique MindSphere asset identifier (UUID)
      schema:
        type: string
        format: uuid
      example: 5d7e59d0-8c94-4bce-8a0c-3a7fcc9a1234
  schemas:
    TimeseriesInput:
      type: object
      required:
      - assetId
      - aspectName
      - data
      properties:
        assetId:
          type: string
          format: uuid
        aspectName:
          type: string
        data:
          type: array
          items:
            $ref: '#/components/schemas/TimeseriesDataPoint'
    TimeseriesDataPoint:
      type: object
      required:
      - _time
      properties:
        _time:
          type: string
          format: date-time
          description: ISO 8601 UTC timestamp for the data point
          example: '2026-01-01T00:00:00.000Z'
      additionalProperties:
        description: Variable values keyed by variable name. Variable types are defined in the aspect configuration (DOUBLE, LONG, BOOLEAN, STRING, BIG_STRING, INT, TIMESTAMP).
        oneOf:
        - type: number
        - type: boolean
        - type: string
        - type: 'null'
    ErrorResponse:
      type: object
      properties:
        id:
          type: string
          description: Unique error identifier
        message:
          type: string
        details:
          type: array
          items:
            type: object
            properties:
              name:
                type: string
              message:
                type: string
  securitySchemes:
    BearerAuth:
      type: http
      scheme: bearer
      bearerFormat: JWT
      description: MindSphere Bearer token from OAuth2 token endpoint