Working with the CLI
====================

The **Noether CLI** provides a convenient way of performing high-level actions.

Some of the Python modules exposes unique functionality and therefore its own set of commands.

A global ``--debug`` flag enables extended debug logging, useful for narrowing down issues, for example:

.. code-block:: bash

   noether-data --debug aws estimate ...

In this documentation we will be using CLI for ``noether.io`` module.

.. important::

    Whenever you use a CLI from the **Noether** framework - your data stays on your local machine!

    Emmi AI doesn't store or collect your data.

Credential Setup
----------------

To communicate with services, you must configure credentials:

1. Create a file under your profile root, e.g. ``/users/username/.config/emmi/config.json``.
2. Populate the file (replace empty strings with your values; unused services may stay empty):

.. code-block:: json

    {
        "huggingface": {
            "HF_TOKEN": ""
        },
        "aws": {
            "AWS_ACCESS_KEY_ID": "",
            "AWS_SECRET_ACCESS_KEY": "",
            "AWS_SESSION_TOKEN": "",
            "AWS_REGION": "",
            "AWS_DEFAULT_REGION": ""
        }
    }

.. note::

   For AWS the values ``AWS_SESSION_TOKEN``, ``AWS_REGION``, and ``AWS_DEFAULT_REGION`` are optional.
   In case when ``AWS_ACCESS_KEY_ID`` starts with ``ASIA...`` the ``AWS_SESSION_TOKEN`` **needs** to be provided.

Testing the Credentials
-----------------------

Verify your setup by running the ``estimate`` command, which fetches metadata and reports the estimated size:

**Hugging Face:**

.. code-block:: bash

    noether-data huggingface estimate EmmiAI/AB-UPT

**AWS:**

.. code-block:: bash

    noether-data aws estimate noaa-goes16 ABI-L1b-RadC/2023/001/00/

If you see no errors — congratulations, your setup works!