from __future__ import annotations

import builtins
import importlib.util
import sys
import unittest
from pathlib import Path
from types import ModuleType
from unittest.mock import patch

import numpy as np


BACKEND_DIR = Path(__file__).resolve().parents[1]
AUDIO_GENERATOR_PATH = BACKEND_DIR / "audio_generator.py"


class AudioGeneratorFallbackTests(unittest.TestCase):
    def _load_module_with_missing_runtime(self) -> ModuleType:
        module_name = "audio_generator_missing_runtime_test"
        spec = importlib.util.spec_from_file_location(module_name, AUDIO_GENERATOR_PATH)
        if spec is None or spec.loader is None:
            self.fail("Unable to load audio_generator module for fallback test.")

        module = importlib.util.module_from_spec(spec)
        sys.modules[module_name] = module
        self.addCleanup(sys.modules.pop, module_name, None)

        original_import = builtins.__import__

        def guarded_import(
            name: str,
            globals_: dict[str, object] | None = None,
            locals_: dict[str, object] | None = None,
            fromlist: tuple[str, ...] = (),
            level: int = 0,
        ) -> ModuleType:
            blocked_roots = {"torch", "transformers", "omnivoice"}
            if name.split(".", 1)[0] in blocked_roots:
                raise ImportError(f"blocked import for test: {name}")
            return original_import(name, globals_, locals_, fromlist, level)

        with patch("builtins.__import__", side_effect=guarded_import):
            spec.loader.exec_module(module)
        return module

    def test_generator_falls_back_to_mock_when_runtime_stack_is_missing(self) -> None:
        module = self._load_module_with_missing_runtime()

        generator = module.AudioGenerator()
        audio = generator.generate("Fallback should keep the app alive.", duration=1.0)

        self.assertIsNone(generator.model)
        self.assertEqual(generator.runtime_backend, "mock")
        self.assertEqual(generator.runtime_device, "cpu")
        self.assertEqual(len(audio), 1)
        self.assertIsInstance(audio[0], np.ndarray)
        self.assertEqual(audio[0].shape[0], 24000)

    def test_generator_can_fail_fast_when_real_runtime_is_required(self) -> None:
        module = self._load_module_with_missing_runtime()

        with patch.dict(module.os.environ, {"OMNIVOICE_REQUIRE_REAL_RUNTIME": "1"}, clear=False):
            with self.assertRaises(RuntimeError):
                module.AudioGenerator()