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added retrain code

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This commit is contained in:
Tim Lorsbach
2025-11-11 20:38:13 +01:00
parent df6056fb86
commit 95d16690ef
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) 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) return redirect(current_model.url)
else: else:
return HttpResponseBadRequest() return HttpResponseBadRequest()

86
templates/modals/objects/retrain_model_modal.html
View File

@ -1,43 +1,55 @@
<div class="modal fade" tabindex="-1" id="retrain_model_modal" role="dialog" aria-labelledby="retrain_model_modal" <div
aria-hidden="true"> class="modal fade"
<div class="modal-dialog modal-lg"> tabindex="-1"
<div class="modal-content"> id="retrain_model_modal"
<div class="modal-header"> role="dialog"
<button type="button" class="close" data-dismiss="modal"> aria-labelledby="retrain_model_modal"
<span aria-hidden="true">&times;</span> aria-hidden="true"
<span class="sr-only">Close</span> >
</button> <div class="modal-dialog modal-lg">
<h4 class="modal-title">Retrain Model</h4> <div class="modal-content">
</div> <div class="modal-header">
<div class="modal-body"> <button type="button" class="close" data-dismiss="modal">
<form id="retrain_model_form" accept-charset="UTF-8" action="{{ meta.current_package.url }}/model" <span aria-hidden="true">&times;</span>
data-remote="true" method="post"> <span class="sr-only">Close</span>
<div class="jumbotron"> </button>
To reflect changes in the rule or data packages, you can use the "Retrain" button, <h4 class="modal-title">Retrain Model</h4>
to let the model reflect the changes without creating a new model. </div>
While the model is retraining, it will be unavailable for prediction. <div class="modal-body">
</div> <form
{% csrf_token %} id="retrain_model_form"
<input type="hidden" name="action" value="retrain"> accept-charset="UTF-8"
</form> action="{{ meta.current_object.url }}"
</div> data-remote="true"
<div class="modal-footer"> method="post"
<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 class="jumbotron">
</div> To reflect changes in the rule or data packages, you can use the
</div> "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="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>
</div>
</div> </div>
</div>
</div> </div>
<script> <script>
$(function () {
$(function () { $("#retrain_model_form_submit").on("click", function (e) {
e.preventDefault();
$('#retrain_model_form_submit').on('click', function (e) { $("#retrain_model_form").submit();
e.preventDefault();
$('#retrain_model_form').submit();
});
}); });
});
</script> </script>