> ## Documentation Index
> Fetch the complete documentation index at: https://docs.gym.scale.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Data Packs

> Pre-configured datasets for website environments

Data Packs are pre-configured datasets that hydrate Website Environments with realistic initial state. They provide consistent starting conditions for tasks and enable reproducible evaluations.

<Note>
  Data packs are currently only available for Website Environments.
</Note>

## What are Data Packs?

A Data Pack is a collection of data that defines the initial state of an environment. When you load a data pack:

1. The environment resets to a clean state
2. The data pack's contents populate the database
3. The environment is ready for agent interaction

## Why Use Data Packs?

| Benefit             | Description                                   |
| ------------------- | --------------------------------------------- |
| **Reproducibility** | Same starting conditions every time           |
| **Consistency**     | Multiple agents evaluated on identical setups |
| **Realism**         | Pre-built realistic data scenarios            |
| **Efficiency**      | No manual data entry required                 |

***

## Available Data Packs

Data packs are specific to each Website Environment and provide realistic, pre-configured datasets that simulate different user scenarios.

### Calendr

| Data Pack            | Description                                                                                                                                                                                                                     |
| -------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| **professional-swe** | Busy software engineer schedule with 10 users, multiple calendars, and 20+ events including daily standups, weekly 1-on-1s, sprint planning, retrospectives, code review sessions, team lunch events, and personal appointments |
| **default**          | Standard seed data                                                                                                                                                                                                              |

### Cloudfile

| Data Pack                 | Description                                                                                                                                                        |
| ------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------ |
| **professional-drive-v2** | Corporate file structure with 3 users, 25+ items, nested folders up to 3 levels deep, mix of document types (docs, sheets, slides), and items shared between users |
| **default**               | Standard seed data                                                                                                                                                 |

### Shopora

Shopora loads its default product catalog automatically. The default catalog includes:

* 120+ products across Skincare, Makeup, Haircare, Fragrance, and Bath & Body
* 18 popular beauty brands (e.g., Glossier, The Ordinary, Fenty Beauty)
* 35 categories with 2-level hierarchy
* 5 physical stores in major cities (SF, NYC, LA, Chicago, Seattle)
* Pre-populated user with order history, wishlist, and loyalty points
* Product reviews from various users
* Active promo codes for testing discount flows

### Pandora's Inbox

| Data Pack                 | Description                                                                                                                                                               |
| ------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| **professional-inbox-v3** | A realistic professional inbox with work-related email threads, meeting invitations, calendar notifications, project updates, status reports, and external communications |

***

## Loading Data Packs

### Via Web UI

1. Select an environment
2. Choose "Load Task" or reset session
3. Select a data pack from the dropdown
4. Confirm to initialize

### Via API (Website Environments)

Call the `/reset` endpoint with the data pack name:

| Parameter   | Type   | Description                                                                 |
| ----------- | ------ | --------------------------------------------------------------------------- |
| `sessionId` | string | Unique session identifier                                                   |
| `dataPack`  | string | Name of the data pack to load                                               |
| `baseWeek`  | string | (Calendr only) Base date for relative time calculations (YYYY-MM-DD format) |

See [API Reference](/api-reference/websites/reset) for details.

***

## Session Isolation

Data packs work with session isolation:

* Each `sessionId` gets its own instance
* Multiple sessions can use different data packs
* Sessions don't share or contaminate data
* Reset a session without affecting others

***

## Custom Data Packs

<Tip>
  Need a custom data pack for your specific use case? Contact the Scale team to create tailored datasets for your testing scenarios.
</Tip>

***

## Next Steps

<CardGroup cols={2}>
  <Card title="Task Design" icon="clipboard" href="/deep-dives/task-design/overview">
    Understand how tasks are created
  </Card>

  <Card title="Environment Guides" icon="grid" href="/environments/website/overview">
    Explore specific environments
  </Card>
</CardGroup>