Google BigQuery

Google BigQuery Models API

Operations for managing BigQuery ML models

GitHub OpenAPI

Operations 4

GET /projects/{projectId}/datasets/{datasetId}/models Google BigQuery List models #
GET /projects/{projectId}/datasets/{datasetId}/models/{modelId} Google BigQuery Get model #
PATCH /projects/{projectId}/datasets/{datasetId}/models/{modelId} Google BigQuery Update model #
DELETE /projects/{projectId}/datasets/{datasetId}/models/{modelId} Google BigQuery Delete model #

Documentation

📖
Documentation
https://cloud.google.com/bigquery/docs/reference/rest

Specifications

⚙
OpenAPI
https://raw.githubusercontent.com/api-evangelist/google-bigquery/refs/heads/main/openapi/google-bigquery-models-api-openapi.yml

Schemas & Data

📊
JSONSchema
https://raw.githubusercontent.com/api-evangelist/google-bigquery/refs/heads/main/json-schema/google-bigquery-query-schema.json
📊
JSONSchema
https://raw.githubusercontent.com/api-evangelist/google-bigquery/refs/heads/main/json-schema/google-bigquery-table-schema.json

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OpenAPI Specification

google-bigquery-models-api-openapi.yml Raw ↑ 
openapi: 3.2.0
info:
  title: Google BigQuery Datasets Models API
  description: The BigQuery API provides programmatic access to Google BigQuery for creating, managing, and querying datasets, tables, jobs, models, and routines. It enables developers to run SQL queries over petabytes of data, load and export data, manage access control, and orchestrate analytics workloads using serverless infrastructure.
  version: '2'
  contact:
    name: Google Cloud Support
    url: https://cloud.google.com/bigquery/docs/support
  termsOfService: https://cloud.google.com/terms
servers:
- url: https://bigquery.googleapis.com/bigquery/v2
  description: Production Server
security:
- oauth2: []
tags:
- name: Models
  description: Operations for managing BigQuery ML models
paths:
  /projects/{projectId}/datasets/{datasetId}/models:
    get:
      operationId: listModels
      summary: Google BigQuery List models
      description: Lists all models in the specified dataset.
      tags:
      - Models
      parameters:
      - $ref: '#/components/parameters/projectId'
      - $ref: '#/components/parameters/datasetId'
      - $ref: '#/components/parameters/maxResults'
      - $ref: '#/components/parameters/pageToken'
      responses:
        '200':
          description: Successful response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ModelList'
        '401':
          description: Unauthorized
        '404':
          description: Dataset not found
  /projects/{projectId}/datasets/{datasetId}/models/{modelId}:
    get:
      operationId: getModel
      summary: Google BigQuery Get model
      description: Gets the specified model resource by model ID.
      tags:
      - Models
      parameters:
      - $ref: '#/components/parameters/projectId'
      - $ref: '#/components/parameters/datasetId'
      - name: modelId
        in: path
        required: true
        description: The ID of the model
        schema:
          type: string
      responses:
        '200':
          description: Successful response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Model'
        '401':
          description: Unauthorized
        '404':
          description: Model not found
    patch:
      operationId: patchModel
      summary: Google BigQuery Update model
      description: Patch specific fields in the specified model.
      tags:
      - Models
      parameters:
      - $ref: '#/components/parameters/projectId'
      - $ref: '#/components/parameters/datasetId'
      - name: modelId
        in: path
        required: true
        description: The ID of the model
        schema:
          type: string
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/Model'
      responses:
        '200':
          description: Successful response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Model'
        '401':
          description: Unauthorized
        '404':
          description: Model not found
    delete:
      operationId: deleteModel
      summary: Google BigQuery Delete model
      description: Deletes the model specified by modelId from the dataset.
      tags:
      - Models
      parameters:
      - $ref: '#/components/parameters/projectId'
      - $ref: '#/components/parameters/datasetId'
      - name: modelId
        in: path
        required: true
        description: The ID of the model
        schema:
          type: string
      responses:
        '204':
          description: Successfully deleted
        '401':
          description: Unauthorized
        '404':
          description: Model not found
components:
  parameters:
    projectId:
      name: projectId
      in: path
      required: true
      description: The ID of the project
      schema:
        type: string
    maxResults:
      name: maxResults
      in: query
      description: Maximum number of results to return
      schema:
        type: integer
        format: int32
    pageToken:
      name: pageToken
      in: query
      description: Page token for pagination
      schema:
        type: string
    datasetId:
      name: datasetId
      in: path
      required: true
      description: The ID of the dataset
      schema:
        type: string
  schemas:
    Model:
      type: object
      properties:
        modelReference:
          type: object
          properties:
            projectId:
              type: string
              description: The ID of the project
            datasetId:
              type: string
              description: The ID of the dataset
            modelId:
              type: string
              description: The ID of the model
        modelType:
          type: string
          description: The type of the model
        friendlyName:
          type: string
          description: A descriptive name for the model
        description:
          type: string
          description: A user-friendly description of the model
        labels:
          type: object
          additionalProperties:
            type: string
          description: Labels associated with this model
        creationTime:
          type: string
          description: The time when this model was created
    ModelList:
      type: object
      properties:
        models:
          type: array
          items:
            $ref: '#/components/schemas/Model'
          description: Models in the requested dataset
        nextPageToken:
          type: string
          description: A token to request the next page of results
  securitySchemes:
    oauth2:
      type: oauth2
      flows:
        authorizationCode:
          authorizationUrl: https://accounts.google.com/o/oauth2/auth
          tokenUrl: https://oauth2.googleapis.com/token
          scopes:
            https://www.googleapis.com/auth/bigquery: Full access to BigQuery
            https://www.googleapis.com/auth/bigquery.readonly: Read-only access to BigQuery
externalDocs:
  description: BigQuery API Documentation
  url: https://cloud.google.com/bigquery/docs/reference/rest