"""Test cases for Model Router - multi-model rotation with rate limiting and caching."""

import asyncio
import time
from unittest.mock import patch, MagicMock, AsyncMock
from datetime import datetime, timedelta
import sys
import os

# Add parent to path for imports
sys.path.insert(0, os.path.dirname(os.path.abspath(__file__)))

from dotenv import load_dotenv
load_dotenv()

# Test configuration
TESTS_PASSED = 0
TESTS_FAILED = 0


def test(name):
    """Decorator for test functions."""
    def decorator(func):
        async def wrapper():
            global TESTS_PASSED, TESTS_FAILED
            try:
                if asyncio.iscoroutinefunction(func):
                    await func()
                else:
                    func()
                print(f"[PASS] {name}")
                TESTS_PASSED += 1
            except AssertionError as e:
                print(f"[FAIL] {name}: {e}")
                TESTS_FAILED += 1
            except Exception as e:
                print(f"[ERROR] {name}: {e}")
                TESTS_FAILED += 1
        return wrapper
    return decorator


# ========== Model Selection Tests ==========

@test("Model selection returns best model for chat task")
def test_model_selection_chat():
    from app.model_router import ModelRouter, TASK_PRIORITIES
    router = ModelRouter()
    model = router.get_model_for_task("chat")
    assert model == "gemini-2.0-flash", f"Expected gemini-2.0-flash, got {model}"


@test("Model selection returns best model for documentation task")
def test_model_selection_documentation():
    from app.model_router import ModelRouter, TASK_PRIORITIES
    router = ModelRouter()
    model = router.get_model_for_task("documentation")
    assert model == "gemini-2.0-flash-lite", f"Expected gemini-2.0-flash-lite, got {model}"


@test("Model selection returns best model for synthesis task")
def test_model_selection_synthesis():
    from app.model_router import ModelRouter, TASK_PRIORITIES
    router = ModelRouter()
    model = router.get_model_for_task("synthesis")
    assert model == "gemma-3-27b-it", f"Expected gemma-3-27b-it, got {model}"


@test("Model selection falls back to default for unknown task")
def test_model_selection_unknown():
    from app.model_router import ModelRouter
    router = ModelRouter()
    model = router.get_model_for_task("unknown_task_type")
    assert model == "gemini-2.0-flash", f"Expected gemini-2.0-flash (default), got {model}"


# ========== Rate Limiting Tests ==========

@test("Rate limit tracking works correctly")
def test_rate_limit_tracking():
    from app.model_router import ModelRouter, MODEL_CONFIGS
    router = ModelRouter()

    # Initially all models should be available (key 0)
    assert router._check_rate_limit("gemini-2.0-flash", 0) == True

    # Record usage up to limit
    rpm_limit = MODEL_CONFIGS["gemini-2.0-flash"]["rpm"]
    for _ in range(rpm_limit):
        router._record_usage("gemini-2.0-flash", 0)

    # Should now be rate limited for key 0
    assert router._check_rate_limit("gemini-2.0-flash", 0) == False


@test("Model falls back when primary is rate limited")
def test_model_fallback():
    from app.model_router import ModelRouter, MODEL_CONFIGS
    router = ModelRouter()

    # Exhaust gemini-2.0-flash rate limit on all keys
    rpm_limit = MODEL_CONFIGS["gemini-2.0-flash"]["rpm"]
    for key_idx in range(len(router.api_keys)):
        for _ in range(rpm_limit):
            router._record_usage("gemini-2.0-flash", key_idx)

    # Should fall back to next model in chat priority
    model = router.get_model_for_task("chat")
    assert model == "gemini-2.0-flash-lite", f"Expected fallback to gemini-2.0-flash-lite, got {model}"


@test("Returns None when all models exhausted on all keys")
def test_all_models_exhausted():
    from app.model_router import ModelRouter, MODEL_CONFIGS
    router = ModelRouter()

    # Exhaust all models on all keys
    for key_idx in range(len(router.api_keys)):
        for model_name, config in MODEL_CONFIGS.items():
            for _ in range(config["rpm"]):
                router._record_usage(model_name, key_idx)

    # Should return None
    model = router.get_model_for_task("chat")
    assert model is None, f"Expected None when all exhausted, got {model}"


# ========== Cache Tests ==========

@test("Cache stores and retrieves responses")
def test_cache_store_retrieve():
    from app.model_router import ModelRouter
    router = ModelRouter()

    cache_key = router._get_cache_key("chat", "user1", "test prompt")

    # Initially empty
    assert router._check_cache(cache_key) is None

    # Store response
    router._store_cache(cache_key, "cached response", "gemini-2.0-flash")

    # Should retrieve
    cached = router._check_cache(cache_key)
    assert cached == "cached response", f"Expected 'cached response', got {cached}"


@test("Cache key includes user_id")
def test_cache_key_user_differentiation():
    from app.model_router import ModelRouter
    router = ModelRouter()

    key1 = router._get_cache_key("chat", "user1", "same prompt")
    key2 = router._get_cache_key("chat", "user2", "same prompt")

    assert key1 != key2, "Cache keys should differ for different users"


@test("Cache key includes task_type")
def test_cache_key_task_differentiation():
    from app.model_router import ModelRouter
    router = ModelRouter()

    key1 = router._get_cache_key("chat", "user1", "same prompt")
    key2 = router._get_cache_key("documentation", "user1", "same prompt")

    assert key1 != key2, "Cache keys should differ for different task types"


@test("Cache expires after TTL")
def test_cache_expiry():
    from app.model_router import ModelRouter, CACHE_TTL
    router = ModelRouter()

    cache_key = router._get_cache_key("chat", "user1", "test prompt")
    router._store_cache(cache_key, "cached response", "gemini-2.0-flash")

    # Manually expire the cache entry
    router.cache[cache_key]["timestamp"] = datetime.now() - timedelta(seconds=CACHE_TTL + 1)

    # Should not retrieve expired entry
    cached = router._check_cache(cache_key)
    assert cached is None, "Expired cache entry should return None"


@test("Cache cleaning removes expired entries")
def test_cache_cleaning():
    from app.model_router import ModelRouter, CACHE_TTL
    router = ModelRouter()

    # Add expired entries
    for i in range(5):
        key = f"expired_{i}"
        router.cache[key] = {
            "response": f"response_{i}",
            "timestamp": datetime.now() - timedelta(seconds=CACHE_TTL + 1),
            "model": "test"
        }

    # Add valid entry
    router.cache["valid"] = {
        "response": "valid_response",
        "timestamp": datetime.now(),
        "model": "test"
    }

    # Clean cache
    router._clean_cache()

    # Only valid entry should remain
    assert len(router.cache) == 1, f"Expected 1 entry after cleaning, got {len(router.cache)}"
    assert "valid" in router.cache, "Valid entry should remain after cleaning"


# ========== Stats Tests ==========

@test("Stats returns correct usage info")
def test_stats():
    from app.model_router import ModelRouter, MODEL_CONFIGS
    router = ModelRouter()

    # Record some usage on key 0
    router._record_usage("gemini-2.0-flash", 0)
    router._record_usage("gemini-2.0-flash", 0)
    router._record_usage("gemma-3-27b-it", 0)

    stats = router.get_stats()

    assert stats["models"]["gemini-2.0-flash"]["used"] == 2, "Should show 2 uses for gemini-2.0-flash"
    assert stats["models"]["gemma-3-27b-it"]["used"] == 1, "Should show 1 use for gemma-3-27b-it"
    # Limit is per-key * num_keys
    expected_limit = MODEL_CONFIGS["gemini-2.0-flash"]["rpm"] * len(router.api_keys)
    assert stats["models"]["gemini-2.0-flash"]["limit"] == expected_limit


# ========== Multi-Key Tests ==========

@test("Multiple keys are loaded from environment")
def test_multi_key_loading():
    from app.model_router import ModelRouter
    router = ModelRouter()
    assert len(router.api_keys) >= 1, "Should have at least one API key"


@test("Key health tracking works")
def test_key_health_tracking():
    from app.model_router import ModelRouter, KEY_COOLDOWN_RATE_LIMIT
    router = ModelRouter()

    # Initially all keys should be healthy
    for i in range(len(router.api_keys)):
        assert router._is_key_healthy(i) == True, f"Key {i} should be healthy initially"

    # Mark first key as unhealthy
    router._mark_key_unhealthy(0, Exception("Test error"), KEY_COOLDOWN_RATE_LIMIT)

    assert router._is_key_healthy(0) == False, "Key 0 should be unhealthy after marking"
    assert router.key_health[0]["last_error"] == "Test error"


@test("Key rotation skips unhealthy keys")
def test_key_rotation_skips_unhealthy():
    from app.model_router import ModelRouter
    router = ModelRouter()

    if len(router.api_keys) < 2:
        return  # Skip if only one key

    # Mark key 0 as unhealthy
    router._mark_key_unhealthy(0, Exception("Test"), 60)

    # Get next key should skip key 0
    key_idx, _ = router._get_next_key()
    assert key_idx != 0 or len(router.api_keys) == 1, "Should skip unhealthy key 0"


@test("Key auto-recovers after cooldown")
def test_key_auto_recovery():
    from app.model_router import ModelRouter
    from datetime import datetime, timedelta
    router = ModelRouter()

    # Mark key as unhealthy with expired cooldown
    router.key_health[0] = {
        "healthy": False,
        "last_error": "Test",
        "retry_after": datetime.now() - timedelta(seconds=1)  # Already expired
    }

    # Should recover when checked
    assert router._is_key_healthy(0) == True, "Key should auto-recover after cooldown"
    assert router.key_health[0]["healthy"] == True
    assert router.key_health[0]["last_error"] is None


@test("Stats includes key information")
def test_stats_includes_keys():
    from app.model_router import ModelRouter
    router = ModelRouter()

    stats = router.get_stats()

    assert "keys" in stats, "Stats should include keys info"
    assert stats["keys"]["total"] >= 1, "Should have at least one key"
    assert stats["keys"]["healthy"] >= 1, "Should have at least one healthy key"
    assert "details" in stats["keys"], "Stats should include key details"


# ========== Integration Tests (requires API key) ==========

@test("Generate returns response and model info")
async def test_generate_integration():
    from app.model_router import generate_with_info

    response, model = await generate_with_info(
        "Say 'test' in one word.",
        task_type="default",
        use_cache=False
    )

    assert response is not None, "Response should not be None"
    assert len(response) > 0, "Response should not be empty"
    assert model in ["gemini-2.0-flash", "gemini-2.0-flash-lite", "gemma-3-27b-it",
                     "gemma-3-12b-it", "gemma-3-4b-it", "gemma-3-1b-it", "cache"]


@test("Generate uses cache on repeated calls")
async def test_generate_uses_cache():
    from app.model_router import generate_with_info, router

    # Clear cache first
    router.cache.clear()

    prompt = "Say 'cached test' in two words."

    # First call - should hit model
    response1, model1 = await generate_with_info(prompt, task_type="default", use_cache=True)
    assert model1 != "cache", f"First call should not be from cache, got {model1}"

    # Second call - should hit cache
    response2, model2 = await generate_with_info(prompt, task_type="default", use_cache=True)
    assert model2 == "cache", f"Second call should be from cache, got {model2}"
    assert response1 == response2, "Cached response should match original"


# ========== Run Tests ==========

async def run_tests():
    """Run all tests."""
    print("=" * 60)
    print("Model Router Tests")
    print("=" * 60)
    print()

    # Unit tests (no API needed)
    print("--- Model Selection Tests ---")
    await test_model_selection_chat()
    await test_model_selection_documentation()
    await test_model_selection_synthesis()
    await test_model_selection_unknown()

    print()
    print("--- Rate Limiting Tests ---")
    await test_rate_limit_tracking()
    await test_model_fallback()
    await test_all_models_exhausted()

    print()
    print("--- Cache Tests ---")
    await test_cache_store_retrieve()
    await test_cache_key_user_differentiation()
    await test_cache_key_task_differentiation()
    await test_cache_expiry()
    await test_cache_cleaning()

    print()
    print("--- Stats Tests ---")
    await test_stats()

    print()
    print("--- Multi-Key Tests ---")
    await test_multi_key_loading()
    await test_key_health_tracking()
    await test_key_rotation_skips_unhealthy()
    await test_key_auto_recovery()
    await test_stats_includes_keys()

    print()
    print("--- Integration Tests (requires API key) ---")

    # Check if API key is available
    if not os.getenv("GEMINI_API_KEY") and not os.getenv("GEMINI_API_KEYS"):
        print("[SKIP] Integration tests skipped - no API keys")
    else:
        await test_generate_integration()
        await test_generate_uses_cache()

    print()
    print("=" * 60)
    print(f"Results: {TESTS_PASSED} passed, {TESTS_FAILED} failed")
    print("=" * 60)

    return TESTS_FAILED == 0


if __name__ == "__main__":
    success = asyncio.run(run_tests())
    exit(0 if success else 1)