DataRobot

artificial intelligence

API

DataRobot is a machine learning platform that automates model building, deployment, and monitoring, enabling organizations to derive predictive insights from large datasets

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Available tools

840

Add Users to Group

Tool to add one or more users to a DataRobot user group by groupId. Use when you have a valid groupId and want to add existing usernames. Limit 100 users per request.

Add User to Organization

Tool to add a user to an existing organization. Use when you have an organizationId and wish to add or create a user within it.

Analyze Dataset Definition

Tool to analyze a dataset definition by ID. Use when you need to trigger an analysis job that retrieves dataset metadata, schema, and statistics.

Archive Model Package

Tool to archive a DataRobot model package. Use when you need to archive a model package that is no longer actively used.

Build Java Scoring Code Package

Initiates an asynchronous build of a Java JAR package containing DataRobot Scoring Code for a deployment. The JAR can be executed locally for predictions or used as a library in Java applications. Use after confirming the deployment is active and supports scoring code. Poll the returned statusId or location URL to track build progress.

Cancel Notebook Job

Tool to cancel a running or pending notebook job execution. Use when you need to stop a notebook job that is currently executing or queued. The cancellation is immediate and cannot be undone.

Cancel Project Job

Tool to cancel a pending job for a project. Use when you need to stop a queued or running job after confirming its ID.

Check Project Status

Tool to check the status of a DataRobot project. Use after creating or loading a project to monitor its stage and Autopilot completion.

Clone Application Template

Tool to clone an application template into a codespace. Use when you need to create a new codespace from an existing template.

Clone Files Collection

Tool to create a duplicate files collection in DataRobot. Use when you need to clone an existing files catalog item, optionally excluding specific files. The cloning operation is asynchronous - poll the returned location URL to check status.

Copy File or Folder

Tool to copy a file or folder within the same DataRobot catalog item. Use when you need to duplicate files or folders in the data registry with configurable overwrite strategies.

Create Access Role

Create a custom Access Role for an organization. Use to define tailored permission sets controlling user access to DataRobot entities (projects, deployments, datasets, etc.). Requires an organization ID which can be obtained from the account info endpoint.

Create and Start Notebook Codespace

Tool to create and start a new notebook codespace in DataRobot. Use when you need to set up an interactive Jupyter notebook environment within a use case. Note: DataRobot limits concurrent notebooks to 4 running in parallel. If the limit is reached, stop or delete an existing notebook before creating a new one.

Create Automated Document

Tool to request generation of automated compliance documents in DataRobot. Use when you need to generate documentation for projects, models, or deployments. The document generation is asynchronous. Poll the returned location URL to check status and retrieve the document once generation completes.

Create Batch Monitoring Job

Tool to create a DataRobot Batch Monitoring job for tracking model performance and data drift on batch predictions. Use when you need to monitor predictions at scale. The job is created asynchronously and returns immediately with a job ID.

Create Batch Monitoring Job Definition

Tool to create a Batch Monitoring job definition for tracking deployment performance and data drift. Use when you need to set up scheduled or manual monitoring jobs for a DataRobot deployment.

Create Batch Prediction Job Definition

Tool to create a Batch Prediction job definition. Use when you need to manually or scheduled scoring on large datasets.

Create Batch Predictions

Tool to create a new batch predictions job in DataRobot. Use when you need to score large datasets using a deployment, model, or model package. The job processes predictions asynchronously.

Create Batch Predictions From Existing

Tool to create a new Batch Prediction job based on an existing job's configuration. Use when you need to re-run predictions with the same settings.

Create Batch Predictions From Job Definition

Tool to launch a Batch Prediction job from a job definition. Use when you need to execute a previously created batch prediction job definition for scoring.