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[Chore] Linted Files (#150)

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Co-authored-by: Tim Lorsbach <tim@lorsba.ch>
Reviewed-on: enviPath/enviPy#150
This commit is contained in:
jebus
2025-10-09 07:25:13 +13:00
parent 22f0bbe10b
commit afeb56622c
50 changed files with 5616 additions and 4408 deletions
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16
tests/test_enviformer.py
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@ -1,18 +1,19 @@
from tempfile import TemporaryDirectory
from django.test import TestCase
from django.test import TestCase, tag
from epdb.logic import PackageManager
from epdb.models import User, EnviFormer, Package
@tag("slow")
class EnviFormerTest(TestCase):
fixtures = ["test_fixtures.jsonl.gz"]
@classmethod
def setUpClass(cls):
super(EnviFormerTest, cls).setUpClass()
cls.user = User.objects.get(username='anonymous')
cls.package = PackageManager.create_package(cls.user, 'Anon Test Package', 'No Desc')
cls.BBD_SUBSET = Package.objects.get(name='Fixtures')
cls.user = User.objects.get(username="anonymous")
cls.package = PackageManager.create_package(cls.user, "Anon Test Package", "No Desc")
cls.BBD_SUBSET = Package.objects.get(name="Fixtures")
def test_model_flow(self):
"""Test the full flow of EnviFormer, dataset build -> model finetune -> model evaluate -> model inference"""
@ -21,11 +22,14 @@ class EnviFormerTest(TestCase):
threshold = float(0.5)
data_package_objs = [self.BBD_SUBSET]
eval_packages_objs = [self.BBD_SUBSET]
mod = EnviFormer.create(self.package, data_package_objs, eval_packages_objs, threshold=threshold)
mod = EnviFormer.create(
self.package, data_package_objs, eval_packages_objs, threshold=threshold
)
mod.build_dataset()
mod.build_model()
mod.multigen_eval = True
mod.save()
mod.evaluate_model()
results = mod.predict('CCN(CC)C(=O)C1=CC(=CC=C1)C')
mod.predict("CCN(CC)C(=O)C1=CC(=CC=C1)C")