> For the complete documentation index, see [llms.txt](https://1spatial.gitbook.io/fme-form-beginner/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://1spatial.gitbook.io/fme-form-beginner/transformer-usage/managing-attributes.md).

# Managing Attributes

A high proportion of the top 30 transformers are support transformers for managing attributes. These create new attributes, rename them, set values, and delete them.

A key use for these transformers is to rename attributes for schema mapping.

## Attribute Managing Transformers

<table><thead><tr><th width="252">Task</th><th>Transformers</th></tr></thead><tbody><tr><td>Create Attributes</td><td>AttributeCreator, AttributeManager</td></tr><tr><td>Set Attribute Values</td><td>AttributeCreator, AttributeManager</td></tr><tr><td>Remove Attributes</td><td>AttributeKeeper, AttributeManager, AttributeRemover, BulkAttributeRemover</td></tr><tr><td>Rename Attributes</td><td>AttributeManager, AttributeRenamer, BulkAttributeRenamer</td></tr><tr><td>Copy Attributes</td><td>AttributeCopier, AttributeCreator, AttributeManager</td></tr><tr><td>Sort Attributes</td><td>AttributeManager</td></tr><tr><td>Change Attribute Case</td><td>BulkAttributeRenamer</td></tr><tr><td>Add Prefixes/Suffixes</td><td>BulkAttributeRenamer</td></tr></tbody></table>

Many of these transformers can carry out similar operations, and you can see that the AttributeManager does so many tasks you can use it almost exclusively.

{% hint style="warning" %}
**WARNING**

*Don't misunderstand the BulkAttributeRenamer. It changes the case, or adds suffixes/prefixes, to the attribute name, not the attribute value.*
{% endhint %}


---

# Agent Instructions
This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com.

## Querying This Documentation
If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter:

```
GET https://1spatial.gitbook.io/fme-form-beginner/transformer-usage/managing-attributes.md?ask=<question>
```

The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.
