DataRobot

DataRobot Observability Drift API

Use the endpoints described below to manage drift. When deploying a model, there is a chance that the dataset used for training and validation differs from the prediction data. DataRobot monitors both target and feature drift information.

GitHub OpenAPI

Operations 8

GET /api/v2/deployments/{deploymentId}/featureDrift/ Retrieve feature drift scores by deployment ID #
GET /api/v2/deployments/{deploymentId}/featureDriftOverBatch/ Retrieve drift over batch info by deployment ID #
GET /api/v2/deployments/{deploymentId}/featureDriftOverSpace/ Retrieve feature drift scores over space through geospatial monitoring by… #
GET /api/v2/deployments/{deploymentId}/featureDriftOverTime/ Retrieve drift over time info by deployment ID #
GET /api/v2/deployments/{deploymentId}/predictionsOverBatch/ Retrieve prediction metadata over batches by deployment ID #
GET /api/v2/deployments/{deploymentId}/predictionsOverSpace/ Retrieve predictions stats over space through geospatial monitoring by… #
GET /api/v2/deployments/{deploymentId}/predictionsOverTime/ Retrieve metrics about predictions over time by deployment ID #
GET /api/v2/deployments/{deploymentId}/targetDrift/ Retrieve target drift by deployment ID #

Specifications

⚙
OpenAPI
https://artifacts.apis.io/datarobot/openapi/datarobot-observability-drift-api-openapi.yml

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OpenAPI Specification

datarobot-observability-drift-api-openapi.yml Raw ↑ 
openapi: 3.2.0
info:
  contact:
    email: support@datarobot.com
    name: DataRobot Support
    url: https://support.datarobot.com
  description: DataRobot's Public facing API
  license:
    name: DataRobot Tool and Utility Agreement
    url: https://www.datarobot.com/wp-content/uploads/2021/07/DataRobot-Tool-and-Utility-Agreement.pdf
  title: Public Observability Drift API
  version: 2.49.0
  x-datarobot-release-version: Latest
servers:
- url: https://app.datarobot.com/
security:
- BearerAuth: []
tags:


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# Full source: https://artifacts.apis.io/datarobot/openapi/datarobot-observability-drift-api-openapi.yml