nan
20b653bb30
- Changed the logic in `remove_background_faces` to keep only faces with all foreground vertices. - Updated background job to save foreground images with a new naming convention (`color.0001.png`). - Replaced `copy_frames` with `copy_color_images` in various jobs to ensure consistent image naming. - Introduced a new function `copy_color_images` to handle the copying of images with a specific naming format. - Updated the BEN2 model to save output images with a new prefix for better clarity. - Modified tests to reflect changes in image naming and processing logic. - Added a new shadeless node group for improved material handling in geometry nodes. - Enhanced validation scripts to check for new image naming conventions and ensure proper functionality.
744 lines
27 KiB
Python
744 lines
27 KiB
Python
import importlib
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import json
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import sys
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import tempfile
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import threading
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import unittest
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from pathlib import Path
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from types import ModuleType, SimpleNamespace
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from unittest.mock import patch
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PROJECT_ROOT = Path(__file__).resolve().parents[1]
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SOURCE_ROOT = PROJECT_ROOT / "src"
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class AddonTest(unittest.TestCase):
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@classmethod
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def setUpClass(cls):
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cls.remove_modules()
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def append_status_bar(draw):
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draw._owner = "snapform"
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cls.status_bar_draws.append(draw)
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fake_bpy = ModuleType("bpy")
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fake_bpy.props = SimpleNamespace(
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BoolProperty=lambda **options: options,
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EnumProperty=lambda **options: options,
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FloatProperty=lambda **options: options,
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IntProperty=lambda **options: options,
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PointerProperty=lambda **options: options,
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StringProperty=lambda **options: options,
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)
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fake_bpy.types = SimpleNamespace(
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AddonPreferences=object,
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Menu=object,
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Operator=object,
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Panel=object,
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PropertyGroup=object,
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Scene=type("Scene", (), {}),
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STATUSBAR_HT_header=SimpleNamespace(
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append=append_status_bar,
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remove=lambda draw: cls.status_bar_draws.remove(draw),
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),
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VIEW3D_MT_object_context_menu=SimpleNamespace(
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append=lambda draw: cls.context_menu_draws.append(draw),
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remove=lambda draw: cls.context_menu_draws.remove(draw),
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),
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OUTLINER_MT_object=SimpleNamespace(
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append=lambda draw: cls.outliner_menu_draws.append(draw),
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remove=lambda draw: cls.outliner_menu_draws.remove(draw),
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),
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)
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cls.registered = []
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cls.status_bar_draws = []
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cls.context_menu_draws = []
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cls.outliner_menu_draws = []
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fake_bpy.utils = SimpleNamespace(
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register_class=cls.registered.append,
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unregister_class=cls.registered.remove,
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)
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fake_bpy.context = SimpleNamespace(
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preferences=SimpleNamespace(addons={}),
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)
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fake_bpy.app = SimpleNamespace(online_access=True)
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fake_bpy.path = SimpleNamespace(abspath=lambda path: path)
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fake_bpy.data = SimpleNamespace(
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objects=SimpleNamespace(get=lambda _name: None),
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)
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sys.modules["bpy"] = fake_bpy
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sys.path.insert(0, str(SOURCE_ROOT))
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cls.paths_before_import = tuple(sys.path)
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cls.addon = importlib.import_module("snapform")
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cls.image_depth = importlib.import_module(
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"snapform.blender.depth_plane"
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)
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cls.image_mesh = importlib.import_module(
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"snapform.blender.surface"
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)
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cls.paths_after_import = tuple(sys.path)
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cls.fake_bpy = fake_bpy
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@classmethod
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def tearDownClass(cls):
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sys.path.remove(str(SOURCE_ROOT))
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sys.modules.pop("bpy", None)
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cls.remove_modules()
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@staticmethod
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def remove_modules():
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for module_name in tuple(sys.modules):
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if module_name == "snapform" or module_name.startswith("snapform."):
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sys.modules.pop(module_name)
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def setUp(self):
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preferences = SimpleNamespace(
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storage_root="",
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device="CUDA",
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)
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self.fake_bpy.context.preferences.addons = {
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"snapform": SimpleNamespace(preferences=preferences)
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}
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def tearDown(self):
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self.addon.runtime.close_active()
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self.registered.clear()
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self.status_bar_draws.clear()
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self.context_menu_draws.clear()
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self.outliner_menu_draws.clear()
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self.fake_bpy.data = SimpleNamespace(
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objects=SimpleNamespace(get=lambda _name: None),
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)
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if hasattr(self.fake_bpy.types.Scene, "snapform_settings"):
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del self.fake_bpy.types.Scene.snapform_settings
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def test_snapform_has_no_runtime_boundary_modules(self):
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for name in (
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"client.py",
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"environment.py",
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"storage.py",
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"models.py",
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"status_bar.py",
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):
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self.assertFalse((SOURCE_ROOT / "snapform" / name).exists(), name)
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self.assertFalse(hasattr(self.addon, "client"))
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def test_import_does_not_add_addon_directories_to_sys_path(self):
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self.assertEqual(self.paths_after_import, self.paths_before_import)
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self.assertFalse(
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any(
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name == "snapform.server" or name.startswith("snapform.server.")
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for name in sys.modules
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)
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)
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def test_job_request_is_not_part_of_blendjob(self):
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blendjob = importlib.import_module("blendjob")
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self.assertFalse(hasattr(blendjob, "JobRequest"))
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def test_job_operators_are_flat_and_use_plain_properties(self):
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operators = self.addon.operators
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for name in (
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"SnapFormJobMixin",
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"ImageInputJobOperator",
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"GeometryImageJobOperator",
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"Da3ImageJobOperator",
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"Moge2ImageJobOperator",
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"BackgroundRequestMixin",
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):
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self.assertFalse(hasattr(operators, name), name)
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for operator in operators.JOB_OPERATOR_CLASSES:
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for name in getattr(operator, "__annotations__", {}):
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self.assertFalse(name.startswith("snapform_"), (operator, name))
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def test_concrete_job_operator_is_the_blender_operator(self):
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operator = self.addon.operators.GenerateMoge2Depth
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self.assertEqual(operator.bl_idname, "snapform.generate_moge2_depth")
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self.assertIn(self.addon.job_runtime.JobOperatorBase, operator.__mro__)
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self.assertIn(self.fake_bpy.types.Operator, operator.__mro__)
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def test_default_request_sends_every_operator_property(self):
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class Example(self.addon.job_runtime.JobOperatorBase):
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value: object()
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enabled: object()
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operator = Example()
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operator.value = 42
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operator.enabled = True
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self.assertEqual(
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operator.request(object()),
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{"value": 42, "enabled": True},
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)
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def test_overridden_request_purely_replaces_default_properties(self):
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class Example(self.addon.job_runtime.JobOperatorBase):
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value: object()
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def request(self, context):
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return {"replacement": context.value}
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operator = Example()
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operator.value = 42
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self.assertEqual(
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operator.request(SimpleNamespace(value=7)),
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{"replacement": 7},
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)
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def test_runtime_submits_job_type_and_plain_dict(self):
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calls = []
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submitted = threading.Event()
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class Controller:
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def submit(self, job_type, parameters):
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calls.append((job_type, parameters))
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submitted.set()
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return {"job_id": "job", "directory": "."}
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def cancel(self, _job_id):
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pass
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def mark_job_complete(self, _job_id):
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pass
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class Example(self.addon.job_runtime.JobOperatorBase):
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job_type = "example"
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value: object()
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def controller(self, _runtime):
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return Controller()
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timers = []
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window_manager = SimpleNamespace(
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progress_begin=lambda *_args: None,
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progress_update=lambda _value: None,
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event_timer_add=lambda *_args, **_kwargs: timers.append(object()) or timers[-1],
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event_timer_remove=lambda _timer: None,
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modal_handler_add=lambda _operator: None,
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)
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context = SimpleNamespace(
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window_manager=window_manager,
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window=object(),
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)
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operator = Example()
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operator.value = 9
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self.assertEqual(operator.execute(context), {"RUNNING_MODAL"})
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self.assertTrue(submitted.wait(1.0))
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self.assertEqual(calls, [("example", {"value": 9})])
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def test_runtime_owns_environment_and_storage_paths(self):
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runtime = self.addon.runtime
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with tempfile.TemporaryDirectory() as directory:
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root = Path(directory)
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with patch.object(runtime, "storage_root_factory", root):
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self.assertEqual(runtime.storage_root(), root.resolve())
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self.assertEqual(runtime.environment_directory(), root / ".venv")
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self.assertEqual(runtime.install_status_path(), root / "install-status.json")
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self.assertEqual(runtime.install_log_path(), root / "install.log")
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self.assertEqual(runtime.server_log_path(), root / "server.log")
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def test_runtime_checks_its_environment_dictionary_hash(self):
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runtime = self.addon.runtime
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with tempfile.TemporaryDirectory() as directory:
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root = Path(directory)
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python = root / ".venv" / (
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"Scripts/python.exe" if sys.platform == "win32" else "bin/python"
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)
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python.parent.mkdir(parents=True)
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python.touch()
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(root / "manifest.json").write_text(
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json.dumps({"environment_hash": runtime.environment_hash}),
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encoding="utf-8",
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)
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with patch.object(runtime, "storage_root_factory", root):
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self.assertTrue(runtime.environment_ready())
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def test_runtime_builds_the_standard_installer_command(self):
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runtime = self.addon.runtime
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with tempfile.TemporaryDirectory() as directory:
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root = Path(directory)
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with patch.object(runtime, "storage_root_factory", root):
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command = runtime.install_command()
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self.assertEqual(command[0], sys.executable)
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self.assertEqual(Path(command[1]).name, "environment.py")
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self.assertEqual(Path(command[1]).parent.name, "installer")
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self.assertIn("--storage-root", command)
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self.assertIn("--config", command)
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self.assertNotIn("--venv-dir", command)
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self.assertNotIn("--models-dir", command)
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self.assertNotIn("--stages", command)
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def test_runtime_exposes_declared_environment_and_post_install(self):
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runtime = self.addon.runtime
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self.assertEqual(runtime.environment["python"], "3.12")
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self.assertIn("numpy==2.4.2", runtime.environment["packages"])
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self.assertFalse(
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any(
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"blendjob" in package.lower()
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for package in runtime.environment["packages"]
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)
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)
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self.assertTrue(callable(runtime.post_install))
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def test_snapform_post_install_is_ordinary_code_using_runtime_request(self):
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calls = []
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fake_runtime = SimpleNamespace(
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request=lambda job_type, parameters: calls.append(
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(job_type, parameters)
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)
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)
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self.addon.job_runtime.post_install(fake_runtime)
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self.assertEqual(
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calls,
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[
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("download-model", {"model": "MOGE2_VITS_NORMAL"}),
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("download-model", {"model": "BEN2_BASE"}),
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],
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)
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def test_snapform_post_install_names_each_failed_model(self):
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calls = []
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def request(_job_type, parameters):
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calls.append(parameters["model"])
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raise RuntimeError("network unavailable")
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with self.assertRaisesRegex(
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RuntimeError,
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"MoGe-2 ViT-S Normal: network unavailable; BEN2 Base: network unavailable",
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):
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self.addon.job_runtime.post_install(
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SimpleNamespace(request=request)
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)
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self.assertEqual(calls, ["MOGE2_VITS_NORMAL", "BEN2_BASE"])
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def test_environment_controller_runs_arbitrary_post_install_callable(self):
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runtime_module = importlib.import_module("blendjob.runtime")
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runtime = self.addon.runtime
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calls = []
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started = threading.Event()
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release = threading.Event()
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def post_install(received):
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calls.append(received)
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started.set()
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release.wait(1.0)
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controller = runtime_module.EnvironmentController(runtime)
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controller.process = SimpleNamespace(poll=lambda: 0, returncode=0)
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with tempfile.TemporaryDirectory() as directory, patch.object(
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runtime,
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"post_install",
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post_install,
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), patch.object(
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runtime,
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"install_status_path",
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return_value=Path(directory) / "missing.json",
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):
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self.assertEqual(controller.status("environment")["state"], "running")
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self.assertTrue(started.wait(1.0))
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release.set()
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controller.post_thread.join(1.0)
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status = controller.status("environment")
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self.assertEqual(calls, [runtime])
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self.assertEqual(status["state"], "succeeded")
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def test_environment_controller_reports_post_install_failure(self):
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runtime_module = importlib.import_module("blendjob.runtime")
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runtime = self.addon.runtime
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def post_install(_runtime):
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raise RuntimeError("BEN2 download failed")
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controller = runtime_module.EnvironmentController(runtime)
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controller.process = SimpleNamespace(poll=lambda: 0, returncode=0)
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with tempfile.TemporaryDirectory() as directory, patch.object(
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runtime,
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"post_install",
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post_install,
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), patch.object(
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runtime,
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"install_status_path",
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return_value=Path(directory) / "missing.json",
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):
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controller.status("environment")
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controller.post_thread.join(1.0)
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status = controller.status("environment")
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self.assertEqual(status["state"], "failed")
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self.assertEqual(status["error"], "BEN2 download failed")
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def test_post_install_progress_resets_without_stage_fraction(self):
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runtime_module = importlib.import_module("blendjob.runtime")
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controller = runtime_module.EnvironmentController(self.addon.runtime)
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controller._update_post_progress(
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{"job_id": "first", "job_type": "download-model", "progress": 1.0}
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)
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self.assertEqual(controller.post_status["job_id"], "first")
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controller._update_post_progress(
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{"job_id": "second", "job_type": "download-model", "progress": 0.1}
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)
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self.assertEqual(controller.post_status["job_id"], "second")
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self.assertEqual(controller.post_status["progress"], 0.1)
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self.assertNotIn("stage", controller.post_status)
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self.assertNotIn("stages", controller.post_status)
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def test_conversion_model_lists_default_to_moge2_vits(self):
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properties = importlib.import_module("snapform.properties")
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catalog = (
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{"key": "SMALL", "family": "da3", "enabled": True,
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"label": "DA3 Small", "description": "DA3", "license": "Apache"},
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{"key": "MOGE2_VITS_NORMAL", "family": "moge2", "enabled": True,
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"label": "MoGe-2 ViT-S", "description": "MoGe", "license": "MIT"},
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)
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with patch.object(properties, "model_catalog", return_value=catalog):
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depth_items = properties.depth_plane_model_enum_items(None, None)
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surface_items = properties.surface_model_enum_items(None, None)
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self.assertEqual(depth_items[0][0], "MOGE2_VITS_NORMAL")
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self.assertEqual(surface_items[0][0], "MOGE2_VITS_NORMAL")
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def test_required_model_operator_requests_both_models(self):
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operator = self.addon.operators.DownloadRequiredModels()
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with patch.object(self.addon.operators, "require_environment"):
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parameters = operator.request(None)
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self.assertEqual(
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parameters,
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{"models": ["MOGE2_VITS_NORMAL", "BEN2_BASE"]},
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)
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def test_image_menu_offers_required_model_repair_when_missing(self):
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calls = []
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class Layout:
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operator_context = ""
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enabled = True
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def __init__(self, enabled=True):
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self.enabled = enabled
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|
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def row(self):
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return Layout(self.enabled)
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|
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def operator(self, identifier, **_options):
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calls.append((identifier, self.enabled))
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return SimpleNamespace()
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def separator(self):
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calls.append(("separator", self.enabled))
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menu = self.addon.SnapFormImageMenu()
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menu.layout = Layout()
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with patch.object(
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self.addon.runtime,
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"environment_ready",
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return_value=True,
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), patch(
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"snapform.properties.required_models_ready",
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return_value=False,
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):
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menu.draw(None)
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self.assertEqual(
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calls[0],
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("snapform.download_required_models", True),
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)
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self.assertIn(("snapform.convert_to_depth_plane", False), calls)
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self.assertIn(("snapform.convert_to_surface", False), calls)
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self.assertIn(("snapform.remove_image_background", False), calls)
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|
|
|
def test_image_menu_keeps_disabled_features_when_environment_is_missing(self):
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calls = []
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|
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class Layout:
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operator_context = ""
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enabled = True
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|
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def __init__(self, enabled=True):
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self.enabled = enabled
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|
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def row(self):
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return Layout(self.enabled)
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|
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def operator(self, identifier, **_options):
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calls.append((identifier, self.enabled))
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return SimpleNamespace()
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def separator(self):
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calls.append(("separator", self.enabled))
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menu = self.addon.SnapFormImageMenu()
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menu.layout = Layout()
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with patch.object(
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self.addon.runtime,
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"environment_ready",
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return_value=False,
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), patch(
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"snapform.properties.required_models_ready",
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return_value=False,
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):
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menu.draw(None)
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self.assertEqual(calls[0], ("snapform.install_environment", True))
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self.assertEqual(
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calls[1],
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("snapform.install_environment_mirror", True),
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)
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self.assertNotIn(("snapform.download_required_models", True), calls)
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self.assertIn(("snapform.convert_to_depth_plane", False), calls)
|
|
self.assertIn(("snapform.convert_to_surface", False), calls)
|
|
self.assertIn(("snapform.remove_image_background", False), calls)
|
|
|
|
def test_image_operators_require_environment_and_required_models(self):
|
|
context = SimpleNamespace(
|
|
object=SimpleNamespace(data=SimpleNamespace()),
|
|
)
|
|
operators = (
|
|
(self.image_depth, self.addon.ConvertToDepthPlane),
|
|
(self.image_mesh, self.addon.ConvertToSurface),
|
|
(self.image_depth, self.addon.RemoveImageBackground),
|
|
)
|
|
|
|
states = (
|
|
(False, True, False),
|
|
(True, False, False),
|
|
(True, True, True),
|
|
)
|
|
for environment_ready, models_ready, expected in states:
|
|
with self.subTest(
|
|
environment_ready=environment_ready,
|
|
models_ready=models_ready,
|
|
expected=expected,
|
|
), patch.object(
|
|
self.addon.runtime,
|
|
"environment_ready",
|
|
return_value=environment_ready,
|
|
), patch.object(
|
|
self.addon.runtime,
|
|
"server_busy",
|
|
return_value=False,
|
|
), patch(
|
|
"snapform.properties.required_models_ready",
|
|
return_value=models_ready,
|
|
):
|
|
for module, operator in operators:
|
|
with self.subTest(operator=operator.__name__), patch.object(
|
|
module,
|
|
"is_image_empty",
|
|
return_value=True,
|
|
), patch.object(
|
|
module,
|
|
"video_total_frames",
|
|
return_value=1,
|
|
):
|
|
self.assertEqual(operator.poll(context), expected)
|
|
|
|
def test_ui_reads_required_model_files_without_starting_server(self):
|
|
properties = importlib.import_module("snapform.properties")
|
|
with tempfile.TemporaryDirectory() as directory:
|
|
root = Path(directory)
|
|
moge = root / "models" / "moge-2-vits-normal-onnx"
|
|
ben2 = root / "models" / "BEN2-ONNX" / "onnx"
|
|
moge.mkdir(parents=True)
|
|
ben2.mkdir(parents=True)
|
|
(moge / "model.onnx").touch()
|
|
(ben2 / "model_fp16.onnx").touch()
|
|
|
|
with patch.object(
|
|
self.addon.runtime,
|
|
"storage_root",
|
|
return_value=root,
|
|
), patch.object(
|
|
self.addon.runtime,
|
|
"resource",
|
|
side_effect=AssertionError("UI must not start the Server"),
|
|
):
|
|
self.assertTrue(properties.required_models_ready())
|
|
|
|
|
|
def test_runtime_request_uses_request_response_shape(self):
|
|
result = object()
|
|
responses = []
|
|
with patch.object(
|
|
self.addon.runtime.server,
|
|
"request",
|
|
return_value=result,
|
|
) as request:
|
|
returned = self.addon.runtime.request(
|
|
"example",
|
|
{"value": 3},
|
|
response=responses.append,
|
|
)
|
|
self.assertIs(returned, result)
|
|
request.assert_called_once_with(
|
|
"example",
|
|
{"value": 3},
|
|
response=responses.append,
|
|
progress=None,
|
|
cancel_check=None,
|
|
)
|
|
|
|
def test_server_request_returns_job_result_and_calls_response(self):
|
|
controller_type = importlib.import_module(
|
|
"blendjob.controller"
|
|
).ServerController
|
|
controller = controller_type.__new__(controller_type)
|
|
statuses = iter(
|
|
(
|
|
{"state": "running", "progress": 0.5},
|
|
{
|
|
"state": "succeeded",
|
|
"progress": 1.0,
|
|
"result": {"value": 7},
|
|
},
|
|
)
|
|
)
|
|
controller.submit = lambda _job_type, _parameters: {
|
|
"job_id": "job",
|
|
"directory": ".",
|
|
}
|
|
controller.status = lambda _job_id: next(statuses)
|
|
controller.mark_job_complete = lambda _job_id: None
|
|
responses = []
|
|
|
|
result = controller.request(
|
|
"example",
|
|
{"input": 3},
|
|
response=responses.append,
|
|
poll_interval=0.01,
|
|
)
|
|
|
|
self.assertEqual(result.value, {"value": 7})
|
|
self.assertEqual(responses, [result])
|
|
|
|
def test_runtime_keeps_server_as_an_entrypoint_string(self):
|
|
path, attribute = self.addon.runtime.server_entrypoint.rsplit(":", 1)
|
|
self.assertEqual(Path(path).name, "__init__.py")
|
|
self.assertEqual(Path(path).parent.name, "server")
|
|
self.assertEqual(attribute, "server")
|
|
|
|
def test_runtime_registers_system_operators_and_status_bar(self):
|
|
self.addon.register()
|
|
system_classes = self.addon.runtime.operator_classes()
|
|
|
|
self.assertTrue(set(system_classes) <= set(self.registered))
|
|
self.assertEqual(len(self.status_bar_draws), 1)
|
|
self.assertEqual(self.status_bar_draws[0]._owner, "snapform")
|
|
|
|
self.addon.unregister()
|
|
self.assertEqual(self.registered, [])
|
|
self.assertEqual(self.status_bar_draws, [])
|
|
|
|
def test_status_bar_reads_runtime_state(self):
|
|
calls = []
|
|
|
|
class Layout:
|
|
def row(self, **_options):
|
|
return self
|
|
|
|
def progress(self, **options):
|
|
calls.append(("progress", options))
|
|
|
|
def operator(self, identifier, **_options):
|
|
calls.append(("operator", identifier))
|
|
|
|
runtime = self.addon.runtime
|
|
runtime.active_job = object()
|
|
runtime.progress = 0.4
|
|
runtime.message = "Working"
|
|
runtime._draw_status_bar(SimpleNamespace(layout=Layout()), None)
|
|
runtime.active_job = None
|
|
|
|
self.assertEqual(calls[0][1]["factor"], 0.4)
|
|
self.assertEqual(calls[0][1]["text"], "Working")
|
|
self.assertEqual(calls[1], ("operator", "snapform.cancel_job"))
|
|
|
|
def test_moge_depth_request_is_written_on_the_operator(self):
|
|
operator = self.addon.operators.GenerateMoge2Depth()
|
|
operator.input_path = __file__
|
|
operator.source_object_name = ""
|
|
operator.model = "MOGE2_VITS_NORMAL"
|
|
operator.resolution_level = 6
|
|
operator.remove_background = False
|
|
settings = SimpleNamespace(video_frames=12)
|
|
context = SimpleNamespace(
|
|
scene=SimpleNamespace(snapform_settings=settings)
|
|
)
|
|
|
|
with patch.object(
|
|
self.addon.operators, "require_environment"
|
|
), patch.object(self.addon.operators, "require_model"):
|
|
parameters = operator.request(context)
|
|
|
|
self.assertEqual(parameters["input"], __file__)
|
|
self.assertEqual(parameters["model"], "MOGE2_VITS_NORMAL")
|
|
self.assertEqual(parameters["resolution_level"], 6)
|
|
self.assertNotIn("job_type", parameters)
|
|
|
|
def test_moge_depth_response_calls_an_ordinary_function(self):
|
|
operator = self.addon.operators.GenerateMoge2Depth()
|
|
operator.source_object_name = "Reference"
|
|
operator.remove_background = False
|
|
operator.delete_source = True
|
|
operator.shadeless = False
|
|
result = object()
|
|
context = object()
|
|
|
|
with patch.object(
|
|
self.addon.operators, "build_moge2_depth_response"
|
|
) as build:
|
|
operator.response(context, result)
|
|
|
|
build.assert_called_once_with(
|
|
context,
|
|
result,
|
|
source_object_name="Reference",
|
|
remove_background=False,
|
|
delete_source=True,
|
|
shadeless=False,
|
|
)
|
|
|
|
def test_entry_operator_dispatches_plain_properties(self):
|
|
operator = self.addon.ConvertToDepthPlane()
|
|
operator.model = "MOGE2_VITS_NORMAL"
|
|
operator.resolution_level = 7
|
|
operator.keep_original = False
|
|
operator.shadeless = True
|
|
operator.remove_background = False
|
|
source_object = SimpleNamespace(
|
|
name="Reference",
|
|
data=SimpleNamespace(source="FILE"),
|
|
)
|
|
settings = SimpleNamespace(video_frames=1)
|
|
context = SimpleNamespace(
|
|
object=source_object,
|
|
scene=SimpleNamespace(snapform_settings=settings),
|
|
)
|
|
calls = []
|
|
self.fake_bpy.ops = SimpleNamespace(
|
|
snapform=SimpleNamespace(
|
|
generate_moge2_depth=lambda **options: calls.append(options)
|
|
or {"RUNNING_MODAL"}
|
|
)
|
|
)
|
|
|
|
with patch.object(
|
|
self.image_depth,
|
|
"prepare_image_input",
|
|
return_value=(Path(__file__), False),
|
|
):
|
|
self.assertEqual(operator.execute(context), {"FINISHED"})
|
|
|
|
self.assertEqual(calls[0]["resolution_level"], 7)
|
|
self.assertEqual(calls[0]["source_object_name"], "Reference")
|
|
self.assertFalse(any(key.startswith("snapform_") for key in calls[0]))
|
|
|
|
if __name__ == "__main__":
|
|
unittest.main()
|