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[Feature] Possibility to Retrain Models (#190)

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Co-authored-by: Tim Lorsbach <tim@lorsba.ch>
Reviewed-on: enviPath/enviPy#190
This commit is contained in:
jebus
2025-11-12 10:28:35 +13:00
parent df6056fb86
commit 9deca8867e
2 changed files with 55 additions and 37 deletions
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6
epdb/views.py
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@ -955,6 +955,12 @@ def package_model(request, package_uuid, model_uuid):
]
dispatch(current_user, evaluate_model, current_model.pk, multigen, eval_package_ids)
return redirect(current_model.url)
elif hidden == "retrain":
from .tasks import dispatch, retrain
dispatch(current_user, retrain, current_model.pk)
return redirect(current_model.url)
else:
return HttpResponseBadRequest()

44
templates/modals/objects/retrain_model_modal.html
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@ -1,5 +1,11 @@
<div class="modal fade" tabindex="-1" id="retrain_model_modal" role="dialog" aria-labelledby="retrain_model_modal"
aria-hidden="true">
<div
class="modal fade"
tabindex="-1"
id="retrain_model_modal"
role="dialog"
aria-labelledby="retrain_model_modal"
aria-hidden="true"
>
<div class="modal-dialog modal-lg">
<div class="modal-content">
<div class="modal-header">
@ -10,34 +16,40 @@
<h4 class="modal-title">Retrain Model</h4>
</div>
<div class="modal-body">
<form id="retrain_model_form" accept-charset="UTF-8" action="{{ meta.current_package.url }}/model"
data-remote="true" method="post">
<form
id="retrain_model_form"
accept-charset="UTF-8"
action="{{ meta.current_object.url }}"
data-remote="true"
method="post"
>
<div class="jumbotron">
To reflect changes in the rule or data packages, you can use the "Retrain" button,
to let the model reflect the changes without creating a new model.
While the model is retraining, it will be unavailable for prediction.
To reflect changes in the rule or data packages, you can use the
"Retrain" button, to let the model reflect the changes without
creating a new model. While the model is retraining, it will be
unavailable for prediction.
</div>
{% csrf_token %}
<input type="hidden" name="action" value="retrain">
<input type="hidden" name="hidden" value="retrain" />
</form>
</div>
<div class="modal-footer">
<a id="retrain_model_form_submit" class="btn btn-primary" href="#">Retrain</a>
<button type="button" class="btn btn-default" data-dismiss="modal">Cancel</button>
<a id="retrain_model_form_submit" class="btn btn-primary" href="#"
>Retrain</a
>
<button type="button" class="btn btn-default" data-dismiss="modal">
Cancel
</button>
</div>
</div>
</div>
</div>
<script>
$(function () {
$('#retrain_model_form_submit').on('click', function (e) {
$("#retrain_model_form_submit").on("click", function (e) {
e.preventDefault();
$('#retrain_model_form').submit();
$("#retrain_model_form").submit();
});
});
</script>