nominal 0.0.37

Automate Nominal workflows in Python

⬖ Nominal

Python client for Nominal test data, storage, & compute

🚧 WIP - API and syntax subject to change

Install

pip3 install nominal --upgrade

Usage

Setup

Retrieve your API key from /sandbox on your Nominal tenant

import nominal as nm
nm.cloud.set_token(...)

Change base URL to staging for dev or a custom URL

import nominal as nm
nm.cloud.set_base_url('STAGING')
nm.cloud.set_base_url('https://nominal.acme.co')

Upload a Dataset (4 lines)

import nominal as nm
from nominal import Ingest, Dataset
dataset = Dataset(nm.data.penguins())
# dataset = Ingest().read_csv('../path/to/your/data.csv')
dataset.upload()

Upload a Run (4 lines)

import nominal as nm
from nominal import Run, Dataset
r = Run(datasets=[Dataset(nm.data.penguins())])
# r = Run(path='../path/to/your/data.csv')
r.upload()

Update metadata of an existing Run (4 lines)

from nominal import Run
r = Run(rid = 'ri.scout.gov-staging.run.ce205f7e-9ef1-4a8b-92ae-11edc77441c6')
r.title = 'my_new_run_title'
r.update()

Compare changes made to a Run locally

r.title = 'my_new__new_run_title'
r.diff()

Apply a Check to a Run

TODO

Development

Install the following VSCode extensions:

• Ruff
• isort

And add the following lines to User Settings (JSON):

    "[python]": {
        "editor.formatOnSave": true,
        "editor.defaultFormatter": "charliermarsh.ruff",
        "editor.codeActionsOnSave": {
            "source.organizeImports": "explicit",
        },
    },

To make sure your code is linted properly on save.