Python library for interfacing with http://neurovault.org upload API
git clone https://github.com/ljchang/pyneurovault_upload.git
cd pyneurovault_upload
python setup.py install
Initialize a Client instance
First, we need to create an instance of the Client class. This requires adding your NeuroVault personal access token which can be found under “Personal Access tokens” tab in the Account Settings.
from pyneurovault_upload.api import Client
api = Client(access_token='your_neurovault_personal_access_token')Create a Collection
To create a new collection in NeuroVault you need to pass a dictionary of all of the metadata you would like to specify in the collection. At a minimum you must specify a collection name.
collection = api.create_collection('name of new collection')Add Image to Collection
Once a collection is created you can add images to it using the add_image() method. You need to pass a string indicating the path to the file you would like to upload. You also need to pass a few mandatory parameters, which include the image name, the image modality, and the map type.
image_file_path = 'path/to/image/file.nii.gz'
image = api.add_image(
collection.id,
image_file_path,
name='Parcellation_k25',
modality='Other',
map_type='Pa'
)Delete a Collection
To delete a collection you can simply run the delete_collection() method. You can delete any collection that you own. Be careful with this as you will be unable to recover any collections that you delete!
api.delete_collection(collection.id)