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Model Building UI Flag (#39)

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Fixes #8
Flag only disables UI Elements

Co-authored-by: Tim Lorsbach <tim@lorsba.ch>
Reviewed-on: enviPath/enviPy#39
This commit is contained in:
jebus
2025-07-31 07:00:54 +12:00
parent 79b4b1586c
commit a1aebfa54d
4 changed files with 22 additions and 8 deletions
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11
envipath/settings.py
View File

@ -260,6 +260,8 @@ CELERY_RESULT_BACKEND = 'redis://localhost:6379/1'
CELERY_ACCEPT_CONTENT = ['json']
CELERY_TASK_SERIALIZER = 'json'
MODEL_BUILDING_ENABLED = os.environ.get('MODEL_BUILDING_ENABLED', 'False') == 'True'
DEFAULT_RF_MODEL_PARAMS = {
'base_clf': RandomForestClassifier(
n_estimators=100,
@ -312,3 +314,12 @@ if SENTRY_ENABLED:
# see https://docs.sentry.io/platforms/python/data-management/data-collected/ for more info
send_default_pii=True,
)
# compile into digestible flags
FLAGS = {
'MODEL_BUILDING': MODEL_BUILDING_ENABLED,
'CELERY': FLAG_CELERY_PRESENT,
'PLUGINS': PLUGINS_ENABLED,
'SENTRY': SENTRY_ENABLED,
'ENVIFORMER': ENVIFORMER_PRESENT,
}

11
epdb/views.py
View File

@ -158,7 +158,7 @@ def get_base_context(request, for_user=None) -> Dict[str, Any]:
'writeable_packages': PackageManager.get_all_writeable_packages(current_user),
'available_groups': GroupManager.get_groups(current_user),
'available_settings': SettingManager.get_all_settings(current_user),
'enabled_features': [],
'enabled_features': s.FLAGS,
'debug': s.DEBUG,
},
}
@ -572,11 +572,14 @@ def package_models(request, package_uuid):
context['model_types'] = {
'ML Relative Reasoning': 'ml-relative-reasoning',
'Rule Based Relative Reasoning': 'rule-based-relative-reasoning',
'EnviFormer': 'enviformer',
}
for k, v in s.CLASSIFIER_PLUGINS.items():
context['model_types'][v.display()] = k
if s.FLAGS.get('ENVIFORMER', False):
context['model_types']['EnviFormer'] = 'enviformer'
if s.FLAGS.get('PLUGINS', False):
for k, v in s.CLASSIFIER_PLUGINS.items():
context['model_types'][v.display()] = k
return render(request, 'collections/objects_list.html', context)

2
templates/actions/collections/model.html
View File

@ -1,4 +1,4 @@
{% if meta.can_edit %}
{% if meta.can_edit and meta.enabled_features.MODEL_BUILDING %}
<li>
<a role="button" data-toggle="modal" data-target="#new_model_modal">
<span class="glyphicon glyphicon-plus"></span> New Model</a>

6
templates/modals/collections/new_model_modal.html
View File

@ -77,7 +77,7 @@
class="form-control">
<option value="MACCS" selected>MACCS Fingerprinter</option>
</select>
{% if 'plugins' in meta.enabled_features %}
{% if meta.enabled_features.PLUGINS %}
<!-- Property Plugins go here -->
<label for="ml-relative-reasoning-additional-fingerprinter">Fingerprinter</label>
<select id="ml-relative-reasoning-additional-fingerprinter"
@ -86,7 +86,7 @@
</select>
{% endif %}
<label for="ml-relative-reasoning-threshold">Threshold</label>
<input type="number" min="0" , max="1" step="0.05" value="0.5"
<input type="number" min="0" max="1" step="0.05" value="0.5"
id="ml-relative-reasoning-threshold"
name="ml-relative-reasoning-threshold" class="form-control">
@ -122,7 +122,7 @@
name="enviformer-threshold" class="form-control">
</div>
{% if 'applicability_domain' in enabled_features %}
{% if meta.enabled_features.APPLICABILITY_DOMAIN %}
<div class="modal-body hide" data-step="3" data-title="Advanced Options II">
<div class="jumbotron">Selection of parameter values for the Applicability Domain process.
Number of Neighbours refers to a requirement on the minimum number of compounds from the