Altimate AI PREDICTION API

openapi: 3.1.0
info:
  title: Fast ACCOUNT_COSTS PREDICTION API
  version: 0.1.0
tags:
- name: PREDICTION
paths:
  /predict/query-time-estimate:
    post:
      tags:
      - PREDICTION
      summary: Predict Query Time
      description: 'Predict query execution time with confidence intervals.


        Returns median prediction with 80% confidence interval.

        Uses model_with_historical for repeated queries or model_without_historical for new queries.'
      operationId: predict_query_time_predict_query_time_estimate_post
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/QueryTimeEstimateRequest'
        required: true
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/QueryTimeEstimateResponse'
        '400':
          description: Invalid request
        '500':
          description: Prediction failed
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
      deprecated: true
      security:
      - HTTPBearer: []
      - HTTPBearer: []
components:
  schemas:
    QueryTimeEstimateResponse:
      properties:
        predicted_ms:
          type: number
          title: Predicted Ms
          description: Median prediction (q50) in milliseconds
        confidence_80:
          $ref: '#/components/schemas/ConfidenceInterval'
          description: 80% confidence interval (q10-q90)
        quantiles:
          additionalProperties:
            type: number
          type: object
          title: Quantiles
          description: 'All quantile predictions: q10, q50, q90'
        model_used:
          type: string
          enum:
          - with_historical
          - without_historical
          title: Model Used
          description: with_historical (repeated query) or without_historical (new query)
        query_hash:
          type: string
          title: Query Hash
          description: Computed query hash
      type: object
      required:
      - predicted_ms
      - confidence_80
      - quantiles
      - model_used
      - query_hash
      title: QueryTimeEstimateResponse
      description: Response schema for query time estimation.
    ValidationError:
      properties:
        loc:
          items:
            anyOf:
            - type: string
            - type: integer
          type: array
          title: Location
        msg:
          type: string
          title: Message
        type:
          type: string
          title: Error Type
      type: object
      required:
      - loc
      - msg
      - type
      title: ValidationError
    HTTPValidationError:
      properties:
        detail:
          items:
            $ref: '#/components/schemas/ValidationError'
          type: array
          title: Detail
      type: object
      title: HTTPValidationError
    ConfidenceInterval:
      properties:
        lower:
          type: number
          title: Lower
          description: Lower bound in milliseconds
        upper:
          type: number
          title: Upper
          description: Upper bound in milliseconds
      type: object
      required:
      - lower
      - upper
      title: ConfidenceInterval
      description: Confidence interval for predictions.
    QueryTimeEstimateRequest:
      properties:
        query_text:
          type: string
          title: Query Text
          description: SQL query text to predict execution time for
        warehouse_size:
          type: string
          enum:
          - X-Small
          - Small
          - Medium
          - Large
          - X-Large
          - 2X-Large
          - 3X-Large
          - 4X-Large
          title: Warehouse Size
          description: Snowflake warehouse size
          default: Medium
        warehouse_type:
          type: string
          enum:
          - UNKNOWN
          - STANDARD_GEN_1
          - STANDARD_GEN_2
          - MEMORY_16X
          title: Warehouse Type
          description: Warehouse generation/type
          default: UNKNOWN
      type: object
      required:
      - query_text
      title: QueryTimeEstimateRequest
      description: Request schema for query time estimation.
  securitySchemes:
    HTTPBearer:
      type: http
      scheme: bearer