nan
a6370d678d
- Introduced new MoGe-2 depth plane group with geometry and material displacement options. - Updated existing depth plane group to improve background depth handling and subdivision settings. - Enhanced tests to validate MoGe-2 models and ensure proper integration with existing systems. - Modified installation environment to include new dependencies for MoGe-2 and utils3d. - Updated vendor lock file to include new artifacts for MoGe and utils3d. - Refactored download and model handling to accommodate new MoGe-2 models. - Improved validation scripts for depth plane assets to ensure compliance with new specifications.
101 lines
3.6 KiB
Python
101 lines
3.6 KiB
Python
import importlib.util
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import unittest
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from pathlib import Path
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PROJECT_ROOT = Path(__file__).resolve().parents[1]
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def load_module(name, relative_path):
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specification = importlib.util.spec_from_file_location(
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name,
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PROJECT_ROOT / relative_path,
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)
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module = importlib.util.module_from_spec(specification)
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specification.loader.exec_module(module)
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return module
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class ModelTest(unittest.TestCase):
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@classmethod
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def setUpClass(cls):
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cls.models = load_module(
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"snapform_models",
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"src/snapform/models.py",
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)
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def test_base_model_is_default_friendly_apache_model(self):
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model = self.models.get_model("BASE")
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self.assertEqual(model.repository, "depth-anything/DA3-BASE")
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self.assertEqual(model.license_name, "Apache 2.0")
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def test_large_model_exposes_noncommercial_license(self):
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model = self.models.get_model("LARGE_1_1")
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self.assertEqual(model.license_name, "CC BY-NC 4.0")
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self.assertFalse(model.enabled)
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def test_giant_models_expose_gaussian_head(self):
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for model_key in ("GIANT_1_1", "NESTED_GIANT_LARGE_1_1"):
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with self.subTest(model_key=model_key):
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self.assertTrue(self.models.get_model(model_key).supports_gs)
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self.assertFalse(self.models.get_model(model_key).enabled)
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def test_only_uploaded_da3_models_are_enabled(self):
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enabled = [key for key, model in self.models.MODELS.items() if model.enabled]
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self.assertEqual(enabled, ["SMALL", "BASE"])
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def test_unknown_model_is_rejected(self):
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with self.assertRaisesRegex(ValueError, "Unknown DA3 model"):
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self.models.get_model("UNKNOWN")
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def test_ben2_download_only_includes_required_hugging_face_files(self):
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model = self.models.get_downloadable_model("BEN2_BASE")
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self.assertEqual(model.repository, "PramaLLC/BEN2")
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self.assertEqual(model.license_name, "MIT")
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self.assertEqual(
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model.download_patterns,
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("config.json", "model.safetensors"),
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)
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self.assertNotIn("BEN2_BASE", self.models.MODELS)
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def test_da3_model_directories_share_the_da3_prefix(self):
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for model_key, model in self.models.MODELS.items():
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with self.subTest(model_key=model_key):
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self.assertTrue(
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model.directory_name.startswith("da3_"),
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model.directory_name,
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)
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self.assertEqual(
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self.models.model_directory_name(model_key),
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model.directory_name,
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)
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def test_ben2_model_directory_uses_ben2_prefix(self):
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self.assertEqual(
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self.models.model_directory_name("BEN2_BASE"),
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"ben2_base",
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)
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def test_moge2_uses_single_checkpoint_and_mit_license(self):
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model = self.models.get_downloadable_model("MOGE2_VITB_NORMAL")
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self.assertEqual(model.repository, "Ruicheng/moge-2-vitb-normal")
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self.assertEqual(model.license_name, "MIT")
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self.assertEqual(model.download_patterns, ("model.pt",))
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self.assertEqual(model.ready_patterns, ("model.pt",))
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self.assertFalse(model.supports_gs)
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def test_moge2_models_match_uploaded_r2_variants(self):
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self.assertEqual(
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list(self.models.MOGE2_MODELS),
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["MOGE2_VITS_NORMAL", "MOGE2_VITB_NORMAL", "MOGE2_VITL_NORMAL"],
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)
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self.assertEqual(
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[model.r2_directory for model in self.models.MOGE2_MODELS.values()],
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["MoGe2ViTSNormal", "MoGe2ViTBNormal", "MoGe2ViTLNormal"],
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)
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