viai-sdk 0.1.11

A Python SDK for the Google Cloud Visual Inspection AI product

VIAI-SDK

A project to make working with the VIAI (https://cloud.google.com/solutions/visual-inspection-ai) REST API easier.

Design

The current pre-alpha design:

Usage

Basic tasks for the VIAI SDK.

GCP Credentials

You can supply a keyfile parameter to supply a Service Account keyfile or specify the standard GOOGLE_APPLICATION_CREDENTIALS environment variable.

If you supply the keyfile parameter, it automatically sets the GOOGLE_APPLICATION_CREDENTIALS to the same value.

Project ID

The GCP Project ID is read from the service account keyfile.

Service Account Requirements

The following roles should be bound for the service account:

• roles/storage.objectAdmin
• roles/visualinspection.editor

Starting out

>>> from viai import VIAI
>>> a = VIAI(keyfile='viai-key.json')
>>> dir(a)
['__class__', '__delattr__', '__dict__', '__dir__', '__doc__', '__eq__', '__format__', '__ge__', '__getattribute__', '__gt__',
 '__hash__', '__init__', '__init_subclass__', '__le__', '__lt__', '__module__', '__ne__', '__new__', '__reduce__', 
 '__reduce_ex__', '__repr__', '__setattr__', '__sizeof__', '__str__', '__subclasshook__', '__weakref__', 
 '_getAuthCredentials', '_getSolutions', '_loadAllSolutions', 'apiUrl', 'author', 'credentials', 'projectId', 'region',
  'requestHeader', 'solutions']

Loading a Solution/Dataset

>>> from viai import VIAI
>>> a = VIAI()
>>> b = a.solutions[0]
>>> b.load()
<viai.Solution object at 0x7ff0a9497310>
>>> b.load()
>>> dir(b)
['VIAI', '__class__', '__delattr__', '__dict__', '__dir__', '__doc__', '__eq__', '__format__', '__ge__', '__getattribute__', '__gt__', '__hash__', '__init_
_', '__init_subclass__', '__le__', '__lt__', '__module__', '__ne__', '__new__', '__reduce__', '__reduce_ex__', '__repr__', '__setattr__', '__sizeof__', '__
str__', '__subclasshook__', '__weakref__', '_getAnnotationSets', '_getAnnotationSpecs', '_getImages', '_getModules', '_getSolutionArtifacts', 'annotationSe
ts', 'annotationSpecs', 'apiUrl', 'createTime', 'datasetId', 'datasetUrl', 'displayName', 'images', 'load', 'log', 'modules', 'name', 'requestHeader', 'sol
utionArtifacts', 'solutionType', 'updateTime', 'url']

Working with images in a solution

>>> from viai import VIAI
>>> a = VIAI(keyfile='viai-key.json')
>>> b = a.solutions[3]
>>> b.load()
2022-07-25 18:05:59,922 [INFO]  Loading Solution Data- style1horizontals
>>> c = b.images[0]
>>> d = c.getGcsBlob()
>>> type(d)
<class 'google.cloud.storage.blob.Blob'>
>>> d.public_url
'https://storage.googleapis.com/myproejct/myimage.jpg'

Development

Testing and Code Coverage

cd viai-sdk
PYTHONPATH=$PYTHONPATH:$PWD/src;coverage run -m nose2 -v
coverage report -m 

Contributing

Merge requests are always welcome, and reach out to me at [e-mail] with ideas and questions! Official policies are outlines in CONTRIBUTING.md