def handle(self, *args, **options):
apps = []
try:
from django.conf import settings
apps = settings.GENUI_SETTINGS['APPS']
except Exception as exp:
# FIXME: make this not catch-all
self.style.WARNING(
'Failed to load GENUI_SETTINGS from settings.py. Loading internal modules only...'
)
from genui import apps
apps = apps.all_()
for app in apps:
try:
setupmodule = importlib.import_module(f'{app}.genuisetup')
setupmodule.setup(force=bool(options['force']),
strict=bool(options['strict']))
except ModuleNotFoundError as exp:
if not options['strict']:
self.stderr.write(
self.style.WARNING(
f'Failed to find the genuisetup module for app or extension: "{app}". No setup will be done. Reason: {exp}'
))
continue
else:
raise exp
self.stdout.write(
self.style.SUCCESS('Successful setup for: "%s"' % app))
def setup(*args, **kwargs):
from genui.models import helpers
from .genuimodels import bases
from genui import apps
for app in apps.all_():
helpers.discoverGenuiModels(app, force=kwargs['force'], modules=["descriptors"], additional_bases=[bases.DescriptorCalculator])
from genui.utils.init import createGroup
from . import models
createGroup(
"GenUI_Users",
[
models.QSARModel,
models.ModelActivity,
models.ModelActivitySet,
models.QSARTrainingStrategy,
],
force=kwargs['force']
)
createGroup(
"GenUI_Users",
[
models.DescriptorGroup,
],
permissions=['view'],
force=kwargs['force']
)
def create(self, validated_data):
ret = super().create(validated_data)
for app in apps.all_():
try:
created = helpers.createDefaultModels(ret, app)
if created:
print(f'Created default models {", ".join([x.name for x in created])} from {app} for project {ret.name} (owned by {ret.owner.username})')
except ModuleNotFoundError:
pass
return ret
def setup(*args, **kwargs):
from . import signals
from genui import apps
from . import helpers
for app in apps.all_():
helpers.discoverGenuiModels(app, force=kwargs['force'])
from genui.utils.init import createGroup
from . import models
createGroup(
"GenUI_Users",
[
models.Model,
models.TrainingStrategy,
models.ValidationStrategy,
models.BasicValidationStrategy,
models.ModelFile,
models.ModelParameterValue,
models.ModelParameterBool,
models.ModelParameterFloat,
models.ModelParameterInt,
models.ModelParameterStr,
models.ModelPerformance,
models.ModelPerfomanceNN,
models.ModelPerformanceCV,
],
force=kwargs['force']
)
createGroup(
"GenUI_Users",
[
models.Algorithm,
models.AlgorithmMode,
models.ModelBuilder,
models.ModelFileFormat,
models.ModelParameter,
models.ModelPerformanceMetric,
],
permissions=['view'],
force=kwargs['force']
)
def setup(*args, **kwargs):
from genui.utils.init import createGroup
from genui import apps
from . import models
from . import signals
for app in apps.all_():
discoverExporters(app)
createGroup("GenUI_Users", [
models.MolSet, models.Activity, models.ActivitySet, models.Molecule,
models.MolSetFile, models.MolSetExport
],
force=kwargs['force'])
createGroup("GenUI_Users", [
models.ActivityTypes, models.ActivityUnits, models.MoleculePic,
models.PictureFormat, models.MolSetExporter
],
permissions=['view'],
force=kwargs['force'])