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Tracking Agent

This page outlines the operations, endpoints, parameters, and example requests and responses for the Tracking Agent.

POST /api/v2/deployments/{deploymentId}/predictionInputs/fromDataset/

Assigns prediction dataset to the external deployment to enable the analysis of historical model performance. Multiple datasets containing historical predictions for the external deployment can be uploaded. This requires one request for each dataset. For a regression deployment, predictions can be either an int or float. For a classification (binary/multiclass) deployment, predictions must be lists with each list containing probabilities for each class.

Code samples

curl -X POST https://app.datarobot.com/api/v2/deployments/{deploymentId}/predictionInputs/fromDataset/ \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer {access-token}" \
  -d '{undefined}'

Body parameter

{
  "datasetId": "string",
  "datasetVersionId": "string"
}

Parameters

Name In Type Required Description
deploymentId path string true Unique identifier of the deployment.
body body PredictionDatasetAssignment false none

Responses

Status Meaning Description Schema
202 Accepted Submitted successfully. None
405 Method Not Allowed Data can only be uploaded to an external deployment. None
422 Unprocessable Entity Unable to process predictions upload. None

To perform this operation, you must be authenticated by means of one of the following methods:

BearerAuth

Schemas

PredictionDatasetAssignment

{
  "datasetId": "string",
  "datasetVersionId": "string"
}

Properties

Name Type Required Restrictions Description
datasetId string true the ID of the dataset
datasetVersionId string false the ID of the dataset version

更新しました March 19, 2025