using ChatBot.Common.Constants;
using ChatBot.Models.Configuration;
using ChatBot.Models.Dto;
using ChatBot.Services;
using ChatBot.Services.Interfaces;
using ChatBot.Tests.TestUtilities;
using FluentAssertions;
using Microsoft.Extensions.Logging;
using Moq;
using OllamaSharp.Models.Chat;

namespace ChatBot.Tests.Services;

public class AIServiceTests : UnitTestBase
{
    private readonly Mock<ILogger<AIService>> _loggerMock;
    private readonly Mock<ModelService> _modelServiceMock;
    private readonly Mock<IOllamaClient> _ollamaClientMock;
    private readonly Mock<SystemPromptService> _systemPromptServiceMock;
    private readonly Mock<IHistoryCompressionService> _compressionServiceMock;
    private readonly AISettings _aiSettings;
    private readonly AIService _aiService;

    public AIServiceTests()
    {
        _loggerMock = TestDataBuilder.Mocks.CreateLoggerMock<AIService>();
        var ollamaSettings = TestDataBuilder.Configurations.CreateOllamaSettings();
        var ollamaOptionsMock = TestDataBuilder.Mocks.CreateOptionsMock(ollamaSettings);
        _modelServiceMock = new Mock<ModelService>(
            Mock.Of<ILogger<ModelService>>(),
            ollamaOptionsMock.Object
        );
        _ollamaClientMock = TestDataBuilder.Mocks.CreateOllamaClientMock();
        _systemPromptServiceMock = new Mock<SystemPromptService>(
            Mock.Of<ILogger<SystemPromptService>>(),
            TestDataBuilder
                .Mocks.CreateOptionsMock(TestDataBuilder.Configurations.CreateAISettings())
                .Object
        );
        _compressionServiceMock = TestDataBuilder.Mocks.CreateCompressionServiceMock();
        _aiSettings = TestDataBuilder.Configurations.CreateAISettings();

        var optionsMock = TestDataBuilder.Mocks.CreateOptionsMock(_aiSettings);

        _aiService = new AIService(
            _loggerMock.Object,
            _modelServiceMock.Object,
            _ollamaClientMock.Object,
            optionsMock.Object,
            _systemPromptServiceMock.Object,
            _compressionServiceMock.Object
        );
    }

    [Fact]
    public async Task GenerateChatCompletionAsync_ShouldReturnResponse_WhenSuccessful()
    {
        // Arrange
        var messages = TestDataBuilder.ChatMessages.CreateMessageHistory(2);
        var expectedResponse = "Test AI response";
        var model = "llama3.2";

        _modelServiceMock.Setup(x => x.GetCurrentModel()).Returns(model);
        _systemPromptServiceMock.Setup(x => x.GetSystemPromptAsync()).ReturnsAsync("System prompt");

        var responseBuilder = new System.Text.StringBuilder();
        responseBuilder.Append(expectedResponse);

        _ollamaClientMock
            .Setup(x => x.ChatAsync(It.IsAny<OllamaSharp.Models.Chat.ChatRequest>()))
            .Returns(
                TestDataBuilder.Mocks.CreateAsyncEnumerable(
                    new List<OllamaSharp.Models.Chat.ChatResponseStream>
                    {
                        new OllamaSharp.Models.Chat.ChatResponseStream
                        {
                            Message = new Message(ChatRole.Assistant, expectedResponse),
                        },
                    }
                )
            );

        // Act
        var result = await _aiService.GenerateChatCompletionAsync(messages);

        // Assert
        result.Should().Be(expectedResponse);
        _ollamaClientMock.Verify(
            x => x.ChatAsync(It.IsAny<OllamaSharp.Models.Chat.ChatRequest>()),
            Times.Once
        );
    }

    [Fact]
    public async Task GenerateChatCompletionAsync_ShouldThrowException_WhenOllamaClientThrows()
    {
        // Arrange
        var messages = TestDataBuilder.ChatMessages.CreateMessageHistory(2);
        var model = "llama3.2";

        _modelServiceMock.Setup(x => x.GetCurrentModel()).Returns(model);
        _systemPromptServiceMock.Setup(x => x.GetSystemPromptAsync()).ReturnsAsync("System prompt");

        _ollamaClientMock
            .Setup(x => x.ChatAsync(It.IsAny<OllamaSharp.Models.Chat.ChatRequest>()))
            .Throws(new Exception("Ollama client error"));

        // Act & Assert
        var result = await _aiService.GenerateChatCompletionAsync(messages);
        result.Should().Be(AIResponseConstants.DefaultErrorMessage);
    }

    [Fact]
    public async Task GenerateChatCompletionWithCompressionAsync_ShouldUseCompression_WhenEnabled()
    {
        // Arrange
        var messages = TestDataBuilder.ChatMessages.CreateMessageHistory(10);
        var expectedResponse = "Test AI response with compression";
        var model = "llama3.2";

        _modelServiceMock.Setup(x => x.GetCurrentModel()).Returns(model);
        _systemPromptServiceMock.Setup(x => x.GetSystemPromptAsync()).ReturnsAsync("System prompt");
        _compressionServiceMock.Setup(x => x.ShouldCompress(20, 10)).Returns(true);
        _compressionServiceMock
            .Setup(x =>
                x.CompressHistoryAsync(
                    It.IsAny<List<ChatMessage>>(),
                    5,
                    It.IsAny<CancellationToken>()
                )
            )
            .ReturnsAsync(messages.TakeLast(5).ToList());

        _ollamaClientMock
            .Setup(x => x.ChatAsync(It.IsAny<OllamaSharp.Models.Chat.ChatRequest>()))
            .Returns(
                TestDataBuilder.Mocks.CreateAsyncEnumerable(
                    new List<OllamaSharp.Models.Chat.ChatResponseStream>
                    {
                        new OllamaSharp.Models.Chat.ChatResponseStream
                        {
                            Message = new Message(ChatRole.Assistant, expectedResponse),
                        },
                    }
                )
            );

        // Act
        var result = await _aiService.GenerateChatCompletionWithCompressionAsync(messages);

        // Assert
        result.Should().Be(expectedResponse);
        _compressionServiceMock.Verify(x => x.ShouldCompress(20, 10), Times.Once);
        _compressionServiceMock.Verify(
            x =>
                x.CompressHistoryAsync(
                    It.IsAny<List<ChatMessage>>(),
                    5,
                    It.IsAny<CancellationToken>()
                ),
            Times.Once
        );
    }

    [Fact]
    public async Task GenerateChatCompletionWithCompressionAsync_ShouldNotUseCompression_WhenNotNeeded()
    {
        // Arrange
        var messages = TestDataBuilder.ChatMessages.CreateMessageHistory(3);
        var expectedResponse = "Test AI response without compression";
        var model = "llama3.2";

        _modelServiceMock.Setup(x => x.GetCurrentModel()).Returns(model);
        _systemPromptServiceMock.Setup(x => x.GetSystemPromptAsync()).ReturnsAsync("System prompt");
        _compressionServiceMock.Setup(x => x.ShouldCompress(6, 10)).Returns(false);

        _ollamaClientMock
            .Setup(x => x.ChatAsync(It.IsAny<OllamaSharp.Models.Chat.ChatRequest>()))
            .Returns(
                TestDataBuilder.Mocks.CreateAsyncEnumerable(
                    new List<OllamaSharp.Models.Chat.ChatResponseStream>
                    {
                        new OllamaSharp.Models.Chat.ChatResponseStream
                        {
                            Message = new Message(ChatRole.Assistant, expectedResponse),
                        },
                    }
                )
            );

        // Act
        var result = await _aiService.GenerateChatCompletionWithCompressionAsync(messages);

        // Assert
        result.Should().Be(expectedResponse);
        _compressionServiceMock.Verify(x => x.ShouldCompress(6, 10), Times.Once);
        _compressionServiceMock.Verify(
            x =>
                x.CompressHistoryAsync(
                    It.IsAny<List<ChatMessage>>(),
                    It.IsAny<int>(),
                    It.IsAny<CancellationToken>()
                ),
            Times.Never
        );
    }

    [Fact]
    public async Task GenerateChatCompletionAsync_ShouldRetryOnHttpRequestException_AndEventuallySucceed()
    {
        // Arrange
        var messages = TestDataBuilder.ChatMessages.CreateMessageHistory(2);
        var model = "llama3.2";
        var expectedResponse = "Success after retry";

        _modelServiceMock.Setup(x => x.GetCurrentModel()).Returns(model);
        _systemPromptServiceMock.Setup(x => x.GetSystemPromptAsync()).ReturnsAsync("System prompt");

        var callCount = 0;
        _ollamaClientMock
            .Setup(x => x.ChatAsync(It.IsAny<OllamaSharp.Models.Chat.ChatRequest>()))
            .Returns(() =>
            {
                callCount++;
                if (callCount == 1)
                {
                    var ex = new HttpRequestException("Service temporarily unavailable");
                    ex.Data["StatusCode"] = 503;
                    throw ex;
                }
                else
                {
                    return TestDataBuilder.Mocks.CreateAsyncEnumerable(
                        new List<OllamaSharp.Models.Chat.ChatResponseStream>
                        {
                            new OllamaSharp.Models.Chat.ChatResponseStream
                            {
                                Message = new Message(ChatRole.Assistant, expectedResponse),
                            },
                        }
                    );
                }
            });

        // Act
        var result = await _aiService.GenerateChatCompletionAsync(messages);

        // Assert
        result.Should().Be(expectedResponse);
        _ollamaClientMock.Verify(
            x => x.ChatAsync(It.IsAny<OllamaSharp.Models.Chat.ChatRequest>()),
            Times.Exactly(2)
        );
    }

    [Fact]
    public async Task GenerateChatCompletionAsync_ShouldRetryOnHttpRequestException_AndEventuallyFail()
    {
        // Arrange
        var messages = TestDataBuilder.ChatMessages.CreateMessageHistory(2);
        var model = "llama3.2";

        _modelServiceMock.Setup(x => x.GetCurrentModel()).Returns(model);
        _systemPromptServiceMock.Setup(x => x.GetSystemPromptAsync()).ReturnsAsync("System prompt");

        var ex = new HttpRequestException("Service unavailable");
        ex.Data["StatusCode"] = 503;
        _ollamaClientMock
            .Setup(x => x.ChatAsync(It.IsAny<OllamaSharp.Models.Chat.ChatRequest>()))
            .Throws(ex);

        // Act
        var result = await _aiService.GenerateChatCompletionAsync(messages);

        // Assert
        result.Should().Be(AIResponseConstants.DefaultErrorMessage);
        _ollamaClientMock.Verify(
            x => x.ChatAsync(It.IsAny<OllamaSharp.Models.Chat.ChatRequest>()),
            Times.Exactly(3) // MaxRetryAttempts = 3
        );
    }

    [Fact]
    public async Task GenerateChatCompletionAsync_ShouldHandleTimeoutException()
    {
        // Arrange
        var messages = TestDataBuilder.ChatMessages.CreateMessageHistory(2);
        var model = "llama3.2";

        _modelServiceMock.Setup(x => x.GetCurrentModel()).Returns(model);
        _systemPromptServiceMock.Setup(x => x.GetSystemPromptAsync()).ReturnsAsync("System prompt");

        _ollamaClientMock
            .Setup(x => x.ChatAsync(It.IsAny<OllamaSharp.Models.Chat.ChatRequest>()))
            .Throws(new TimeoutException("Request timed out"));

        // Act
        var result = await _aiService.GenerateChatCompletionAsync(messages);

        // Assert
        result.Should().Be(AIResponseConstants.DefaultErrorMessage);
    }

    [Fact]
    public async Task GenerateChatCompletionAsync_ShouldRetryWithExponentialBackoff_WhenEnabled()
    {
        // Arrange
        var messages = TestDataBuilder.ChatMessages.CreateMessageHistory(2);
        var model = "llama3.2";

        // Create AIService with exponential backoff enabled
        var aiSettings = new AISettings
        {
            MaxRetryAttempts = 3,
            RetryDelayMs = 100,
            EnableExponentialBackoff = true,
            MaxRetryDelayMs = 1000,
        };
        var optionsMock = TestDataBuilder.Mocks.CreateOptionsMock(aiSettings);
        var aiService = new AIService(
            _loggerMock.Object,
            _modelServiceMock.Object,
            _ollamaClientMock.Object,
            optionsMock.Object,
            _systemPromptServiceMock.Object,
            _compressionServiceMock.Object
        );

        _modelServiceMock.Setup(x => x.GetCurrentModel()).Returns(model);
        _systemPromptServiceMock.Setup(x => x.GetSystemPromptAsync()).ReturnsAsync("System prompt");

        var ex = new HttpRequestException("Service unavailable");
        ex.Data["StatusCode"] = 503;
        _ollamaClientMock
            .Setup(x => x.ChatAsync(It.IsAny<OllamaSharp.Models.Chat.ChatRequest>()))
            .Throws(ex);

        // Act
        var result = await aiService.GenerateChatCompletionAsync(messages);

        // Assert
        result.Should().Be(AIResponseConstants.DefaultErrorMessage);
        _ollamaClientMock.Verify(
            x => x.ChatAsync(It.IsAny<OllamaSharp.Models.Chat.ChatRequest>()),
            Times.Exactly(3)
        );
    }

    [Fact]
    public async Task GenerateChatCompletionAsync_ShouldRetryWithLinearBackoff_WhenExponentialDisabled()
    {
        // Arrange
        var messages = TestDataBuilder.ChatMessages.CreateMessageHistory(2);
        var model = "llama3.2";

        // Create AIService with linear backoff
        var aiSettings = new AISettings
        {
            MaxRetryAttempts = 3,
            RetryDelayMs = 100,
            EnableExponentialBackoff = false,
            MaxRetryDelayMs = 1000,
        };
        var optionsMock = TestDataBuilder.Mocks.CreateOptionsMock(aiSettings);
        var aiService = new AIService(
            _loggerMock.Object,
            _modelServiceMock.Object,
            _ollamaClientMock.Object,
            optionsMock.Object,
            _systemPromptServiceMock.Object,
            _compressionServiceMock.Object
        );

        _modelServiceMock.Setup(x => x.GetCurrentModel()).Returns(model);
        _systemPromptServiceMock.Setup(x => x.GetSystemPromptAsync()).ReturnsAsync("System prompt");

        var ex = new HttpRequestException("Service unavailable");
        ex.Data["StatusCode"] = 503;
        _ollamaClientMock
            .Setup(x => x.ChatAsync(It.IsAny<OllamaSharp.Models.Chat.ChatRequest>()))
            .Throws(ex);

        // Act
        var result = await aiService.GenerateChatCompletionAsync(messages);

        // Assert
        result.Should().Be(AIResponseConstants.DefaultErrorMessage);
        _ollamaClientMock.Verify(
            x => x.ChatAsync(It.IsAny<OllamaSharp.Models.Chat.ChatRequest>()),
            Times.Exactly(3)
        );
    }

    [Theory]
    [InlineData(502)] // Bad Gateway
    [InlineData(503)] // Service Unavailable
    [InlineData(504)] // Gateway Timeout
    [InlineData(429)] // Too Many Requests
    [InlineData(500)] // Internal Server Error
    public async Task GenerateChatCompletionAsync_ShouldApplyCorrectRetryDelay_ForStatusCode(
        int statusCode
    )
    {
        // Arrange
        var messages = TestDataBuilder.ChatMessages.CreateMessageHistory(2);
        var model = "llama3.2";

        _modelServiceMock.Setup(x => x.GetCurrentModel()).Returns(model);
        _systemPromptServiceMock.Setup(x => x.GetSystemPromptAsync()).ReturnsAsync("System prompt");

        var ex = new HttpRequestException($"HTTP {statusCode}");
        ex.Data["StatusCode"] = statusCode;
        _ollamaClientMock
            .Setup(x => x.ChatAsync(It.IsAny<OllamaSharp.Models.Chat.ChatRequest>()))
            .Throws(ex);

        // Act
        var result = await _aiService.GenerateChatCompletionAsync(messages);

        // Assert
        result.Should().Be(AIResponseConstants.DefaultErrorMessage);
        _ollamaClientMock.Verify(
            x => x.ChatAsync(It.IsAny<OllamaSharp.Models.Chat.ChatRequest>()),
            Times.Exactly(3)
        );
    }

    [Fact]
    public async Task GenerateChatCompletionAsync_ShouldHandleCancellationToken()
    {
        // Arrange
        var messages = TestDataBuilder.ChatMessages.CreateMessageHistory(2);
        var model = "llama3.2";
        using var cts = new CancellationTokenSource();
        await cts.CancelAsync(); // Cancel immediately

        _modelServiceMock.Setup(x => x.GetCurrentModel()).Returns(model);
        _systemPromptServiceMock.Setup(x => x.GetSystemPromptAsync()).ReturnsAsync("System prompt");

        // Act
        var result = await _aiService.GenerateChatCompletionAsync(messages, cts.Token);

        // Assert
        result.Should().Be(string.Empty); // When cancelled immediately, returns empty string
    }

    [Fact]
    public async Task GenerateChatCompletionAsync_ShouldLogRetryAttempts()
    {
        // Arrange
        var messages = TestDataBuilder.ChatMessages.CreateMessageHistory(2);
        var model = "llama3.2";

        _modelServiceMock.Setup(x => x.GetCurrentModel()).Returns(model);
        _systemPromptServiceMock.Setup(x => x.GetSystemPromptAsync()).ReturnsAsync("System prompt");

        var ex = new HttpRequestException("Service unavailable");
        ex.Data["StatusCode"] = 503;
        _ollamaClientMock
            .Setup(x => x.ChatAsync(It.IsAny<OllamaSharp.Models.Chat.ChatRequest>()))
            .Throws(ex);

        // Act
        var result = await _aiService.GenerateChatCompletionAsync(messages);

        // Assert
        result.Should().Be(AIResponseConstants.DefaultErrorMessage);

        // Verify that retry warnings were logged
        _loggerMock.Verify(
            x =>
                x.Log(
                    LogLevel.Warning,
                    It.IsAny<EventId>(),
                    It.Is<It.IsAnyType>((v, t) => v.ToString()!.Contains("HTTP request failed")),
                    It.IsAny<Exception>(),
                    It.IsAny<Func<It.IsAnyType, Exception?, string>>()
                ),
            Times.AtLeast(2) // At least 2 retry attempts
        );
    }

    [Fact]
    public async Task GenerateChatCompletionAsync_ShouldLogFinalError_WhenAllRetriesExhausted()
    {
        // Arrange
        var messages = TestDataBuilder.ChatMessages.CreateMessageHistory(2);
        var model = "llama3.2";

        _modelServiceMock.Setup(x => x.GetCurrentModel()).Returns(model);
        _systemPromptServiceMock.Setup(x => x.GetSystemPromptAsync()).ReturnsAsync("System prompt");

        var ex = new Exception("Final error");
        _ollamaClientMock
            .Setup(x => x.ChatAsync(It.IsAny<OllamaSharp.Models.Chat.ChatRequest>()))
            .Throws(ex);

        // Act
        var result = await _aiService.GenerateChatCompletionAsync(messages);

        // Assert
        result.Should().Be(AIResponseConstants.DefaultErrorMessage);

        // Verify that final error was logged
        _loggerMock.Verify(
            x =>
                x.Log(
                    LogLevel.Error,
                    It.IsAny<EventId>(),
                    It.Is<It.IsAnyType>(
                        (v, t) => v.ToString()!.Contains("Failed to generate chat completion")
                    ),
                    It.IsAny<Exception>(),
                    It.IsAny<Func<It.IsAnyType, Exception?, string>>()
                ),
            Times.AtLeast(3) // One for each attempt
        );
    }
}