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Open Neurophysiology Environment

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Open Neurophysiology Environment

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NB: This package is currently in beta

Installing

For Python 3.8 or later, run

pip install ONE-api

Set up

For using ONE with a local cache directory:

from one.api import One
one = One(cache_dir='/home/user/downlaods/ONE/behavior_paper')

For setting up ONE for a given database e.g. internal IBL Alyx:

from one.api import ONE
one = ONE(base_url='https://alyx.internationalbrainlab.org')

To use the default setup settings that connect you to the IBL public database:

from one.api import ONE
one = ONE(silent=True, password='international')  # Will use default information

Once you've setup the server, subsequent calls will use the same parameters:

from one.api import ONE
one = ONE()

To set up ONE for another database and make it the default:

from one.api import OneAlyx, ONE
OneAlyx.setup(client='https://test.alyx.internationalbrainlab.org', make_default=True)
one = ONE()  # Connected to https://test.alyx.internationalbrainlab.org

Using ONE

To search for sessions:

from one.api import ONE
one = ONE()
print(one.search_terms)  # A list of search keyword arguments

# Search session with wheel timestamps from January 2021 onward
eids = one.search(date_range=['2021-01-01',], dataset='wheel.timestamps')
['d3372b15-f696-4279-9be5-98f15783b5bb']

# Search for project sessions with two probes
eids = one.search(data=['probe00', 'probe01'], project='brainwide')

To load data:

from one.api import ONE
one = ONE()

# Load an ALF object
eid = 'a7540211-2c60-40b7-88c6-b081b2213b21'
wheel = one.load_object(eid, 'wheel')

# Load a specific dataset
eid = 'a7540211-2c60-40b7-88c6-b081b2213b21'
ts = one.load_dataset(eid, 'wheel.timestamps', collection='alf')

# Download, but not load, a dataset
filename = one.load_dataset(eid, 'wheel.timestamps', download_only=True)

Further examples and tutorials can be found in examples/

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