import importlib.util
import unittest
from pathlib import Path


PROJECT_ROOT = Path(__file__).resolve().parents[1]


def load_module(name, relative_path):
    specification = importlib.util.spec_from_file_location(
        name,
        PROJECT_ROOT / relative_path,
    )
    module = importlib.util.module_from_spec(specification)
    specification.loader.exec_module(module)
    return module


class ModelTest(unittest.TestCase):
    @classmethod
    def setUpClass(cls):
        cls.models = load_module(
            "anyimage_server_models",
            "src/anyimage/server/model_catalog.py",
        )

    def test_base_model_is_default_friendly_apache_model(self):
        model = self.models.get_model("BASE")

        self.assertEqual(model.repository, "depth-anything/DA3-BASE")
        self.assertEqual(model.license_name, "Apache 2.0")

    def test_giant_models_expose_gaussian_head(self):
        for model_key in ("GIANT_1_1", "NESTED_GIANT_LARGE_1_1"):
            with self.subTest(model_key=model_key):
                self.assertTrue(self.models.get_model(model_key).supports_gs)
                self.assertFalse(self.models.get_model(model_key).enabled)

    def test_only_uploaded_da3_models_are_enabled(self):
        enabled = [key for key, model in self.models.MODELS.items() if model.enabled]

        self.assertEqual(enabled, ["SMALL", "BASE"])

    def test_unknown_model_is_rejected(self):
        with self.assertRaisesRegex(ValueError, "Unknown DA3 model"):
            self.models.get_model("UNKNOWN")

    def test_ben2_download_only_includes_required_hugging_face_files(self):
        model = self.models.get_downloadable_model("BEN2_BASE")

        self.assertEqual(model.repository, "onnx-community/BEN2-ONNX")
        self.assertEqual(model.license_name, "Apache 2.0")
        self.assertEqual(model.download_patterns, ("onnx/model_fp16.onnx",))
        self.assertEqual(model.ready_patterns, ("onnx/model_fp16.onnx",))
        self.assertEqual(model.r2_files[0][0], "onnx/model_fp16.onnx")
        self.assertNotIn("BEN2_BASE", self.models.MODELS)

    def test_da3_model_directories_use_repository_names(self):
        for model_key, model in self.models.MODELS.items():
            if not model.enabled:
                continue
            with self.subTest(model_key=model_key):
                self.assertTrue(
                    model.directory_name.startswith("DA3-"),
                    model.directory_name,
                )
                self.assertEqual(
                    self.models.model_directory_name(model_key),
                    model.directory_name,
                )

    def test_ben2_model_directory_uses_repository_name(self):
        self.assertEqual(
            self.models.model_directory_name("BEN2_BASE"),
            "BEN2-ONNX",
        )

    def test_upscale_models_use_verified_onnx_artifacts(self):
        expected = {
            "REALESRGAN_GENERAL_WDN_X4V3": ("realesr-general-wdn-x4v3.onnx", 4867419, "b021a837"),
            "SAFMN_REAL_X4": ("safmn-real-x4.onnx", 22657477, "8f13867b"),
            "REALESRGAN_X4PLUS": ("realesrgan-x4plus.onnx", 67051618, "4ed6a45a"),
        }
        self.assertEqual(set(self.models.UPSCALE_MODELS), set(expected))
        for key, (filename, size, checksum_prefix) in expected.items():
            with self.subTest(model=key):
                model = self.models.get_downloadable_model(key)
                self.assertEqual(model.download_patterns, (filename,))
                self.assertEqual(model.ready_patterns, (filename,))
                self.assertEqual(model.r2_files[0][:2], (filename, size))
                self.assertTrue(model.r2_files[0][2].startswith(checksum_prefix))
                self.assertEqual(self.models.model_record(model)["family"], "upscale")
        wdn = self.models.UPSCALE_MODELS["REALESRGAN_GENERAL_WDN_X4V3"]
        self.assertEqual(wdn.repository, "xinntao/Real-ESRGAN")
        self.assertEqual(wdn.huggingface_repository, "")
        self.assertEqual(
            self.models.UPSCALE_MODELS["SAFMN_REAL_X4"].huggingface_repository, ""
        )

    def test_enabled_da3_models_use_onnx_and_r2_checksums(self):
        for model in self.models.MODELS.values():
            if not model.enabled:
                continue
            with self.subTest(model=model.key):
                self.assertTrue(model.download_patterns[0].endswith(".onnx"))
                self.assertEqual(model.ready_patterns, ("model.onnx",))
                self.assertEqual(model.r2_files[0][0], "model.onnx")

    def test_moge2_models_use_official_onnx_models(self):
        for key, variant in (("MOGE2_VITS_NORMAL", "vits"),
                             ("MOGE2_VITB_NORMAL", "vitb"),
                             ("MOGE2_VITL_NORMAL", "vitl")):
            with self.subTest(key=key):
                model = self.models.get_downloadable_model(key)
                self.assertEqual(
                    model.repository,
                    f"Ruicheng/moge-2-{variant}-normal-onnx",
                )
                self.assertEqual(model.license_name, "MIT")
                self.assertEqual(model.download_patterns, ("model.onnx",))
                self.assertEqual(model.ready_patterns, ("model.onnx",))
                self.assertEqual(model.r2_directory, model.repository.split("/")[-1])
                self.assertEqual(model.r2_files[0][0], "model.onnx")
                self.assertFalse(model.supports_gs)

    def test_moge2_models_match_uploaded_r2_variants(self):
        self.assertEqual(
            list(self.models.MOGE2_MODELS),
            ["MOGE2_VITS_NORMAL", "MOGE2_VITB_NORMAL", "MOGE2_VITL_NORMAL"],
        )
        self.assertEqual(
            [model.r2_directory for model in self.models.MOGE2_MODELS.values()],
            [
                "moge-2-vits-normal-onnx",
                "moge-2-vitb-normal-onnx",
                "moge-2-vitl-normal-onnx",
            ],
        )