[Enhancement] Swappable Packages (#216)

Co-authored-by: Tim Lorsbach <tim@lorsba.ch>
Reviewed-on: enviPath/enviPy#216
Reviewed-by: liambrydon <lbry121@aucklanduni.ac.nz>
Reviewed-by: Tobias O <tobias.olenyi@envipath.com>
This commit is contained in:
2025-11-14 21:42:39 +13:00
parent d584791ee8
commit a8554c903c
22 changed files with 239 additions and 179 deletions

View File

@ -6,14 +6,17 @@ from uuid import uuid4
from celery import shared_task
from celery.utils.functional import LRUCache
from django.conf import settings as s
from django.utils import timezone
from epdb.logic import SPathway
from epdb.models import Edge, EPModel, JobLog, Node, Package, Pathway, Rule, Setting, User
from epdb.models import Edge, EPModel, JobLog, Node, Pathway, Rule, Setting, User
logger = logging.getLogger(__name__)
ML_CACHE = LRUCache(3) # Cache the three most recent ML models to reduce load times.
Package = s.GET_PACKAGE_MODEL()
def get_ml_model(model_pk: int):
if model_pk not in ML_CACHE: