using System.Net.Http.Headers;
using System.Runtime.CompilerServices;
using System.Text;
using System.Text.Json;

using AIStudio.Chat;
using AIStudio.Provider.OpenAI;
using AIStudio.Settings;

namespace AIStudio.Provider.AlibabaCloud;

public sealed class ProviderAlibabaCloud() : BaseProvider(LLMProviders.ALIBABA_CLOUD, "https://dashscope-intl.aliyuncs.com/compatible-mode/v1/", LOGGER)
{
    private static readonly ILogger<ProviderAlibabaCloud> LOGGER = Program.LOGGER_FACTORY.CreateLogger<ProviderAlibabaCloud>();

    #region Implementation of IProvider

    /// <inheritdoc />
    public override string Id => LLMProviders.ALIBABA_CLOUD.ToName();

    /// <inheritdoc />
    public override string InstanceName { get; set; } = "AlibabaCloud";
    
    /// <inheritdoc />
    public override async IAsyncEnumerable<ContentStreamChunk> StreamChatCompletion(Model chatModel, ChatThread chatThread, SettingsManager settingsManager, [EnumeratorCancellation] CancellationToken token = default)
    {
        // Get the API key:
        var requestedSecret = await RUST_SERVICE.GetAPIKey(this, SecretStoreType.LLM_PROVIDER);
        if(!requestedSecret.Success)
            yield break;
        
        // Prepare the system prompt:
        var systemPrompt = new TextMessage
        {
            Role = "system",
            Content = chatThread.PrepareSystemPrompt(settingsManager, chatThread),
        };
        
        // Parse the API parameters:
        var apiParameters = this.ParseAdditionalApiParameters();
        
        // Build the list of messages:
        var messages = await chatThread.Blocks.BuildMessagesUsingNestedImageUrlAsync(this.Provider, chatModel);
        
        // Prepare the AlibabaCloud HTTP chat request:
        var alibabaCloudChatRequest = JsonSerializer.Serialize(new ChatCompletionAPIRequest
        {
            Model = chatModel.Id,
            
            // Build the messages:
            // - First of all the system prompt
            // - Then none-empty user and AI messages
            Messages = [systemPrompt, ..messages],
            
            Stream = true,
            AdditionalApiParameters = apiParameters
        }, JSON_SERIALIZER_OPTIONS);

        async Task<HttpRequestMessage> RequestBuilder()
        {
            // Build the HTTP post request:
            var request = new HttpRequestMessage(HttpMethod.Post, "chat/completions");

            // Set the authorization header:
            request.Headers.Authorization = new AuthenticationHeaderValue("Bearer", await requestedSecret.Secret.Decrypt(ENCRYPTION));

            // Set the content:
            request.Content = new StringContent(alibabaCloudChatRequest, Encoding.UTF8, "application/json");
            return request;
        }
        
        await foreach (var content in this.StreamChatCompletionInternal<ChatCompletionDeltaStreamLine, NoChatCompletionAnnotationStreamLine>("AlibabaCloud", RequestBuilder, token))
            yield return content;
    }

    #pragma warning disable CS1998 // Async method lacks 'await' operators and will run synchronously
    /// <inheritdoc />
    public override async IAsyncEnumerable<ImageURL> StreamImageCompletion(Model imageModel, string promptPositive, string promptNegative = FilterOperator.String.Empty, ImageURL referenceImageURL = default, [EnumeratorCancellation] CancellationToken token = default)
    {
        yield break;
    }
    #pragma warning restore CS1998 // Async method lacks 'await' operators and will run synchronously
    
    /// <inheritdoc />
    public override Task<string> TranscribeAudioAsync(Model transcriptionModel, string audioFilePath, SettingsManager settingsManager, CancellationToken token = default)
    {
        return Task.FromResult(string.Empty);
    }

    /// <inheritdoc />
    public override Task<IEnumerable<Model>> GetTextModels(string? apiKeyProvisional = null, CancellationToken token = default)
    {
        var additionalModels = new[]
        {
            new Model("qwq-plus", "QwQ plus"), // reasoning model 
            new Model("qwen-max-latest", "Qwen-Max (Latest)"),
            new Model("qwen-plus-latest", "Qwen-Plus (Latest)"),
            new Model("qwen-turbo-latest", "Qwen-Turbo (Latest)"),
            new Model("qvq-max", "QVQ Max"), // visual reasoning model 
            new Model("qvq-max-latest", "QVQ Max (Latest)"), // visual reasoning model 
            new Model("qwen-vl-max", "Qwen-VL Max"), // text generation model that can understand and process images
            new Model("qwen-vl-plus", "Qwen-VL Plus"), // text generation model that can understand and process images
            new Model("qwen-mt-plus", "Qwen-MT Plus"), // machine translation
            new Model("qwen-mt-turbo", "Qwen-MT Turbo"), // machine translation
            
            //Open source
            new Model("qwen2.5-14b-instruct-1m", "Qwen2.5 14b 1m context"), 
            new Model("qwen2.5-7b-instruct-1m", "Qwen2.5 7b 1m context"),
            new Model("qwen2.5-72b-instruct", "Qwen2.5 72b"),  
            new Model("qwen2.5-32b-instruct", "Qwen2.5 32b"),  
            new Model("qwen2.5-14b-instruct", "Qwen2.5 14b"),  
            new Model("qwen2.5-7b-instruct", "Qwen2.5 7b"),  
            new Model("qwen2.5-omni-7b", "Qwen2.5-Omni 7b"), // omni-modal understanding and generation model
            new Model("qwen2.5-vl-72b-instruct", "Qwen2.5-VL 72b"),  
            new Model("qwen2.5-vl-32b-instruct", "Qwen2.5-VL 32b"),  
            new Model("qwen2.5-vl-7b-instruct", "Qwen2.5-VL 7b"),  
            new Model("qwen2.5-vl-3b-instruct", "Qwen2.5-VL 3b"),  
        };
        
        return this.LoadModels(["q"], SecretStoreType.LLM_PROVIDER, token, apiKeyProvisional).ContinueWith(t => t.Result.Concat(additionalModels).OrderBy(x => x.Id).AsEnumerable(), token);
    }

    /// <inheritdoc />
    public override Task<IEnumerable<Model>> GetImageModels(string? apiKeyProvisional = null, CancellationToken token = default)
    {
        return Task.FromResult(Enumerable.Empty<Model>());
    }
    
    /// <inheritdoc />
    public override Task<IEnumerable<Model>> GetEmbeddingModels(string? apiKeyProvisional = null, CancellationToken token = default)
    {
        
        var additionalModels = new[]
        {
            new Model("text-embedding-v3", "text-embedding-v3"),
        };
        
        return this.LoadModels(["text-embedding-"], SecretStoreType.EMBEDDING_PROVIDER, token, apiKeyProvisional).ContinueWith(t => t.Result.Concat(additionalModels).OrderBy(x => x.Id).AsEnumerable(), token);
    }

    #region Overrides of BaseProvider

    /// <inheritdoc />
    public override Task<IEnumerable<Model>> GetTranscriptionModels(string? apiKeyProvisional = null, CancellationToken token = default)
    {
        return Task.FromResult(Enumerable.Empty<Model>());
    }

    #endregion

    #endregion
    
    private async Task<IEnumerable<Model>> LoadModels(string[] prefixes, SecretStoreType storeType, CancellationToken token, string? apiKeyProvisional = null)
    {
        var secretKey = apiKeyProvisional switch
        {
            not null => apiKeyProvisional,
            _ => await RUST_SERVICE.GetAPIKey(this, storeType) switch
            {
                { Success: true } result => await result.Secret.Decrypt(ENCRYPTION),
                _ => null,
            }
        };

        if (secretKey is null)
            return [];
        
        using var request = new HttpRequestMessage(HttpMethod.Get, "models");
        request.Headers.Authorization = new AuthenticationHeaderValue("Bearer", secretKey);

        using var response = await this.httpClient.SendAsync(request, token);
        if(!response.IsSuccessStatusCode)
            return [];
        
        var modelResponse = await response.Content.ReadFromJsonAsync<ModelsResponse>(token);
        return modelResponse.Data.Where(model => prefixes.Any(prefix => model.Id.StartsWith(prefix, StringComparison.InvariantCulture)));
    }
    
}