@page "/doctor/ai"


@attribute [Authorize(Roles = UserRoles.Doctor)]
@layout DoctorLayout
@inject IDoctorManagementService DoctorManagementService

<h3>AI Sickness Prediction</h3>

@if (!string.IsNullOrEmpty(statusMessage))
{
    <div class="alert @(isSuccess ? "alert-success" : "alert-danger")" role="alert">
        @statusMessage
    </div>
}

<div class="card mt-4">
    <div class="card-header">
        Upload PDF Document
    </div>
    <div class="card-body">
        <InputFile OnChange="HandleFileSelected"/>
    </div>
</div>

@if (predictions != null && predictions.Count > 0)
{
    <div class="mt-4">
        <h4>Predictions:</h4>
        <ul>
            @foreach (var prediction in predictions)
            {
                <li>@prediction.Disease - Probability: @prediction.Probability%</li>
            }
        </ul>
    </div>
}

@code {
    private string statusMessage = string.Empty;
    private bool isSuccess = false;
    private List<PredictionResult> predictions;

    private async Task HandleFileSelected(InputFileChangeEventArgs e)
    {
        try
        {
            var file = e.File;
            await using var stream = file.OpenReadStream();
            using var memoryStream = new MemoryStream();
            await stream.CopyToAsync(memoryStream);
            var fileContent = memoryStream.ToArray();

            var text = await ExtractTextFromPdf(fileContent);
            Console.WriteLine(text);

            if (!string.IsNullOrEmpty(text))
            {
                var result = await DoctorManagementService.GetSicknessPrediction(text);

                if (result != null)
                {
                    predictions = result.Data;
                    statusMessage = result.Message;
                    isSuccess = true;
                }
                else
                {
                    statusMessage = "Failed to get predictions from the AI service.";
                    isSuccess = false;
                }
            }
            else
            {
                statusMessage = "Failed to extract text from PDF.";
                isSuccess = false;
            }
        }
        catch (Exception ex)
        {
            statusMessage = $"Error: {ex.Message}";
            isSuccess = false;
        }
    }

    private async Task<string> ExtractTextFromPdf(byte[] pdfBytes)
    {
        using var reader = new MemoryStream(pdfBytes);
        using var pdfReader = new PdfReader(reader);
        using var pdfDoc = new PdfDocument(pdfReader);
        var text = new StringBuilder();

        for (int i = 1; i <= pdfDoc.GetNumberOfPages(); i++)
        {
            var strategy = new SimpleTextExtractionStrategy();
            var pageText = PdfTextExtractor.GetTextFromPage(pdfDoc.GetPage(i), strategy);
            text.AppendLine(pageText);
        }

        return text.ToString();
    }

}