How do I find a specific dataset ID by its name?

Use the list command with JSON output and filter with tools like jq to extract the unique dataset ID based on the name property.

Can I manage datasets across different Arize environments?

Yes, the skill supports the --profile flag, allowing you to switch between different configurations such as dev, staging, and production.

Is dataset deletion permanent?

Yes, deleting a dataset via the ax CLI is permanent. Always verify the dataset ID or use the confirmation prompt before proceeding with a deletion.

What file formats are supported for dataset creation?

You can create datasets from CSV, JSON, JSONL, and Parquet files using the ax CLI commands integrated with this skill.

Arize Dataset Management

Name: Arize Dataset Management
Author: Arize-ai

byArize-ai

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Data Science & ML

Manages Arize AI datasets through the ax CLI to streamline data ingestion, export, and lifecycle management for machine learning models.

The Arize Datasets skill empowers developers and data scientists to interact with the Arize AI platform directly from Claude Code. By leveraging the ax CLI, it enables seamless management of dataset resources including listing available data, retrieving specific metadata, creating new datasets from CSV, JSON, or Parquet files, and performing secure deletions. This skill is essential for maintaining robust data pipelines, migrating datasets between environments such as development and production, and verifying dataset integrity within the Arize observability ecosystem.

Key Features

01Multi-format data export to CSV, JSON, and Parquet

02Comprehensive dataset lifecycle management (Create, Read, Delete)

03Advanced environment switching with multi-profile support

048 GitHub stars

05Pagination support for managing large-scale data repositories

06Programmatic dataset discovery and ID extraction using CLI tools

Use Cases

01Cleaning up outdated training and testing datasets from the Arize platform

02Quickly inspecting dataset metadata and structure during model evaluation

03Automating dataset migrations between development and production environments

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add arize-ai/arize-claude-code-plugin arize-datasets

For use in Claude.ai and ChatGPT

Download Skill