Datasets

Overview

The datasets command group retrieves dataset metadata and example data from Arize.

Command	Description	Client Method
datasets list	List all datasets in the current space	get_all_datasets
datasets get	Get a dataset by name	get_dataset
datasets examples	Get examples from the latest dataset version	get_dataset_examples

---

datasets list

arize_toolkit datasets list

Lists all datasets in the current space.

Example

$ arize_toolkit datasets list
                               Datasets
┌──────────────────┬──────────────────────────────┬─────────────┬────────┬─────────────────┐
│ id               │ name                         │ datasetType │ status │ experimentCount │
├──────────────────┼──────────────────────────────┼─────────────┼────────┼─────────────────┤
│ RGF0YXNldDox...  │ pharmacy-malicious-baseline   │ generative  │ active │ 3               │
│ RGF0YXNldDoy...  │ eval-golden-set              │ generative  │ active │ 12              │
└──────────────────┴──────────────────────────────┴─────────────┴────────┴─────────────────┘

$ arize_toolkit --json datasets list

---

datasets get

arize_toolkit datasets get NAME

Retrieves dataset metadata by name within the current space.

Arguments

• NAME — Name of the dataset.

Example

$ arize_toolkit datasets get pharmacy-malicious-baseline
┌──────────────────┬──────────────────────────────┬─────────────┬────────┐
│ id               │ name                         │ datasetType │ status │
├──────────────────┼──────────────────────────────┼─────────────┼────────┤
│ RGF0YXNldDox...  │ pharmacy-malicious-baseline   │ generative  │ active │
└──────────────────┴──────────────────────────────┴─────────────┴────────┘

$ arize_toolkit --json datasets get pharmacy-malicious-baseline

---

datasets examples

arize_toolkit datasets examples NAME [OPTIONS]

Retrieves all example rows from the latest version of a dataset. Each row includes an id and a data dictionary mapping column names to values.

Arguments

• NAME — Name of the dataset.

Options

• --dataset-id — Use a dataset ID instead of the name argument.

Example

$ arize_toolkit datasets examples pharmacy-malicious-baseline
                        Dataset Examples
┌──────────────────────────┬──────────────────────────────────────────────┐
│ id                       │ data                                         │
├──────────────────────────┼──────────────────────────────────────────────┤
│ RGF0YXNldEV4YW1wbGU6... │ {'input': 'What is...', 'output': 'The...'} │
│ RGF0YXNldEV4YW1wbGU6... │ {'input': 'Show me...', 'output': 'Here..'} │
└──────────────────────────┴──────────────────────────────────────────────┘

# By dataset ID
$ arize_toolkit datasets examples ignored --dataset-id "RGF0YXNldDox..."

# JSON output
$ arize_toolkit --json datasets examples pharmacy-malicious-baseline