app.py

# -*- coding: utf-8 -*-
"""
UltraData Math Parser - Hugging Face Space Demo
A unified HTML parser optimized for extracting mathematical content.
"""

import gradio as gr
import requests
from ultradata_math_parser import GeneralParser


def fetch_url_content(url: str) -> tuple:
    """Fetch HTML content from a URL."""
    if not url or not url.strip():
        return "", "Please enter a URL"
    
    url = url.strip()
    if not url.startswith(("http://", "https://")):
        url = "https://" + url
    
    try:
        headers = {
            "User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/120.0.0.0 Safari/537.36"
        }
        response = requests.get(url, headers=headers, timeout=15)
        response.raise_for_status()
        return response.text, url
    except requests.exceptions.Timeout:
        return "", f"Request timed out for {url}"
    except requests.exceptions.RequestException as e:
        return "", f"Failed to fetch URL: {str(e)}"


def fetch_and_parse(url: str, process_math: bool, include_tables: bool, enable_forum: bool, html_type: str) -> tuple:
    """Fetch URL content and parse it in one step."""
    html_content, base_url = fetch_url_content(url)
    
    if not html_content:
        # base_url contains error message in this case
        error_msg = base_url
        return "", error_msg, f"❌ {error_msg}", "", "", f"**Error:** {error_msg}"
    
    result = parse_html(
        html_content=html_content,
        base_url=base_url,
        process_math=process_math,
        include_tables=include_tables,
        enable_forum_assembly=enable_forum,
        html_type=html_type,
    )
    
    formatted = format_output(result)
    # Return: html_content, base_url, title, html_output, text_output, markdown_output
    return html_content, base_url, formatted[0], formatted[1], formatted[2], formatted[3]


def parse_html(
    html_content: str,
    base_url: str = "",
    process_math: bool = True,
    include_tables: bool = True,
    enable_forum_assembly: bool = True,
    html_type: str = "unified",
) -> dict:
    """
    Parse HTML content using GeneralParser.
    
    Args:
        html_content: Raw HTML string to parse
        base_url: Base URL for resolving relative links
        process_math: Whether to process and convert math expressions
        include_tables: Whether to preserve table elements
        enable_forum_assembly: Whether to enable forum post assembly
        html_type: Parser type (unified/article/forum)
    
    Returns:
        Dictionary containing parsed results
    """
    if not html_content or not html_content.strip():
        return {
            "title": "",
            "html": "",
            "text": "",
            "text_length": 0,
            "xp_num": "",
            "fallback_strategy": "",
            "forum_assembled": False,
            "error": "Please provide HTML content to parse.",
        }
    
    parser = GeneralParser()
    
    try:
        result = parser.extract(
            html=html_content,
            base_url=base_url,
            process_math=process_math,
            include_tables=include_tables,
            enable_forum_assembly=enable_forum_assembly,
            html_type=html_type,
        )
        
        return {
            "title": result.get("title", ""),
            "html": result.get("html", ""),
            "text": result.get("text", ""),
            "text_length": result.get("text_length", 0),
            "xp_num": result.get("xp_num", ""),
            "fallback_strategy": result.get("fallback_strategy", ""),
            "forum_assembled": result.get("forum_assembled", False),
            "error": None,
        }
    except Exception as e:
        return {
            "title": "",
            "html": "",
            "text": "",
            "text_length": 0,
            "xp_num": "",
            "fallback_strategy": "",
            "forum_assembled": False,
            "error": str(e),
        }


def format_output(result: dict) -> tuple:
    """Format the parser output for Gradio display."""
    if result.get("error"):
        return (
            f"❌ Error: {result['error']}",
            "",
            "",
            f"**Error:** {result['error']}",
        )
    
    # Format text as markdown (wrap in code block for better display)
    text_content = result.get("text", "")
    markdown_content = text_content if text_content else "_No content extracted_"
    
    return (
        result.get("title", ""),
        result.get("html", ""),
        result.get("text", ""),
        markdown_content,
    )


def process_input(html_content, base_url, process_math, include_tables, enable_forum, html_type):
    """Main processing function for Gradio interface."""
    result = parse_html(
        html_content=html_content,
        base_url=base_url,
        process_math=process_math,
        include_tables=include_tables,
        enable_forum_assembly=enable_forum,
        html_type=html_type,
    )
    return format_output(result)


# Example HTML content for demo
EXAMPLE_HTML = """<!DOCTYPE html>
<html>
<head>
    <title>Quadratic Formula Example</title>
</head>
<body>
    <article class="post-content">
        <h1>Understanding the Quadratic Formula</h1>
        <p>The quadratic formula is used to solve equations of the form ax² + bx + c = 0.</p>
        <p>The solution is given by:</p>
        <math xmlns="http://www.w3.org/1998/Math/MathML">
            <mi>x</mi>
            <mo>=</mo>
            <mfrac>
                <mrow>
                    <mo>-</mo>
                    <mi>b</mi>
                    <mo>±</mo>
                    <msqrt>
                        <mrow>
                            <msup><mi>b</mi><mn>2</mn></msup>
                            <mo>-</mo>
                            <mn>4</mn>
                            <mi>a</mi>
                            <mi>c</mi>
                        </mrow>
                    </msqrt>
                </mrow>
                <mrow>
                    <mn>2</mn>
                    <mi>a</mi>
                </mrow>
            </mfrac>
        </math>
        <p>Where a, b, and c are coefficients of the quadratic equation.</p>
        <h2>Example Problem</h2>
        <p>Solve: x² - 5x + 6 = 0</p>
        <p>Here, a = 1, b = -5, c = 6</p>
        <p>Using the formula: x = (5 ± √(25-24))/2 = (5 ± 1)/2</p>
        <p>Therefore, x = 3 or x = 2</p>
    </article>
    <footer>
        <nav>Related articles...</nav>
    </footer>
</body>
</html>"""


# Custom CSS for better aesthetics
custom_css = """
@import url('https://fonts.googleapis.com/css2?family=JetBrains+Mono:wght@400;500&family=Space+Grotesk:wght@400;500;600;700&display=swap');

.gradio-container {
    font-family: 'Space Grotesk', sans-serif !important;
    background: linear-gradient(135deg, #0f0f23 0%, #1a1a3e 50%, #0f0f23 100%) !important;
    min-height: 100vh;
}

.main-title {
    font-family: 'Space Grotesk', sans-serif !important;
    font-weight: 700 !important;
    font-size: 2.5rem !important;
    background: linear-gradient(90deg, #00d4ff, #7c3aed, #f472b6) !important;
    -webkit-background-clip: text !important;
    -webkit-text-fill-color: transparent !important;
    background-clip: text !important;
    text-align: center !important;
    margin-bottom: 0.5rem !important;
}

.subtitle {
    text-align: center !important;
    color: #94a3b8 !important;
    font-size: 1.1rem !important;
    margin-bottom: 2rem !important;
}

.gr-box {
    border-radius: 12px !important;
    border: 1px solid rgba(124, 58, 237, 0.3) !important;
    background: rgba(15, 15, 35, 0.8) !important;
    backdrop-filter: blur(10px) !important;
}

.gr-input, .gr-textarea {
    font-family: 'JetBrains Mono', monospace !important;
    background: rgba(30, 30, 60, 0.6) !important;
    border: 1px solid rgba(124, 58, 237, 0.4) !important;
    border-radius: 8px !important;
    color: #e2e8f0 !important;
}

.gr-button-primary {
    background: linear-gradient(135deg, #7c3aed 0%, #00d4ff 100%) !important;
    border: none !important;
    font-weight: 600 !important;
    font-size: 1rem !important;
    padding: 12px 32px !important;
    border-radius: 8px !important;
    transition: all 0.3s ease !important;
    text-transform: uppercase !important;
    letter-spacing: 1px !important;
}

.gr-button-primary:hover {
    transform: translateY(-2px) !important;
    box-shadow: 0 8px 25px rgba(124, 58, 237, 0.4) !important;
}

.gr-button-secondary {
    background: transparent !important;
    border: 2px solid rgba(124, 58, 237, 0.5) !important;
    color: #a78bfa !important;
    font-weight: 500 !important;
    border-radius: 8px !important;
}

.section-header {
    color: #00d4ff !important;
    font-weight: 600 !important;
    font-size: 1.2rem !important;
    margin-bottom: 1rem !important;
    padding-bottom: 0.5rem !important;
    border-bottom: 2px solid rgba(0, 212, 255, 0.3) !important;
}

.output-box {
    background: rgba(20, 20, 45, 0.9) !important;
    border: 1px solid rgba(0, 212, 255, 0.3) !important;
    border-radius: 12px !important;
    padding: 1rem !important;
}

.gr-markdown {
    color: #e2e8f0 !important;
}

.gr-markdown code {
    background: rgba(124, 58, 237, 0.2) !important;
    padding: 2px 6px !important;
    border-radius: 4px !important;
    font-family: 'JetBrains Mono', monospace !important;
}

footer {
    display: none !important;
}

.gr-accordion {
    border: 1px solid rgba(124, 58, 237, 0.3) !important;
    border-radius: 8px !important;
    background: rgba(20, 20, 45, 0.6) !important;
}

.gr-check-radio {
    accent-color: #7c3aed !important;
}

label {
    color: #cbd5e1 !important;
}

/* Fixed height textbox with scrollbar */
.gr-textbox textarea {
    max-height: 300px !important;
    overflow-y: auto !important;
    resize: vertical !important;
}

/* Markdown box styling */
.markdown-box {
    background: rgba(255, 255, 255, 0.95) !important;
    border: 1px solid rgba(124, 58, 237, 0.3) !important;
    border-radius: 8px !important;
    padding: 16px !important;
    height: 500px !important;
    overflow: hidden !important;
    color: #1a1a2e !important;
}

.markdown-box > div {
    height: 100% !important;
    overflow-y: auto !important;
    overflow-x: hidden !important;
}

.markdown-box * {
    color: #1a1a2e !important;
}

.markdown-box code {
    background: rgba(124, 58, 237, 0.1) !important;
    padding: 2px 6px !important;
    border-radius: 4px !important;
}

.markdown-box pre {
    background: #f4f4f8 !important;
    padding: 12px !important;
    border-radius: 6px !important;
    overflow-x: auto !important;
}

/* Custom scrollbar styling */
.gr-textbox textarea::-webkit-scrollbar {
    width: 8px;
}

.gr-textbox textarea::-webkit-scrollbar-track {
    background: rgba(30, 30, 60, 0.4);
    border-radius: 4px;
}

.gr-textbox textarea::-webkit-scrollbar-thumb {
    background: rgba(124, 58, 237, 0.6);
    border-radius: 4px;
}

.gr-textbox textarea::-webkit-scrollbar-thumb:hover {
    background: rgba(124, 58, 237, 0.8);
}
"""

# Build Gradio interface
with gr.Blocks(title="UltraData Math Parser") as demo:
    gr.HTML(f'<style>{custom_css}</style>')
    gr.HTML('<h1 class="main-title">📐 UltraData Math Parser</h1>')
    gr.HTML('<p class="subtitle">Unified HTML Parser for Mathematical Content Extraction</p>')
    
    with gr.Row():
        with gr.Column(scale=1):
            gr.HTML('<div class="section-header">📥 Input</div>')
            
            with gr.Tabs():
                with gr.TabItem("🔗 URL"):
                    url_input = gr.Textbox(
                        label="URL",
                        placeholder="Enter URL to fetch (e.g., https://example.com/math-article)",
                        lines=3,
                        max_lines=5,
                        value="https://math.stackexchange.com/questions/5120625/ode-problem-of-yt-sqrtyt-with-the-inital-value-y0-1-t-geq-0",
                    )
                    fetch_btn = gr.Button("📥 Fetch & Parse", variant="primary", size="lg")
                
                with gr.TabItem("📝 HTML"):
                    pass  # HTML input will be below, shared between tabs
            
            html_input = gr.Textbox(
                label="HTML Content",
                placeholder="Paste your HTML content here or fetch from URL above...",
                lines=10,
                max_lines=20,
                value=EXAMPLE_HTML,
            )
            
            base_url_input = gr.Textbox(
                label="Base URL (Auto-filled from URL fetch)",
                placeholder="https://example.com/page",
                lines=1,
            )
            
            with gr.Accordion("⚙️ Advanced Options", open=False):
                html_type = gr.Radio(
                    choices=["unified", "article", "forum"],
                    value="unified",
                    label="Parser Type",
                    info="Select the parsing strategy",
                )
                process_math = gr.Checkbox(
                    label="Process Math Expressions",
                    value=True,
                    info="Convert MathML and LaTeX to unified format",
                )
                include_tables = gr.Checkbox(
                    label="Include Tables",
                    value=True,
                    info="Preserve table elements in output",
                )
                enable_forum = gr.Checkbox(
                    label="Enable Forum Assembly",
                    value=True,
                    info="Assemble forum posts and comments",
                )
            
            with gr.Row():
                parse_btn = gr.Button("🚀 Parse HTML", variant="primary", size="lg")
                clear_btn = gr.Button("🗑️ Clear", variant="secondary", size="lg")
        
        with gr.Column(scale=1):
            gr.HTML('<div class="section-header">📤 Output</div>')
            
            title_output = gr.Textbox(
                label="Extracted Title",
                lines=1,
                interactive=False,
            )
            
            with gr.Tabs():
                with gr.TabItem("✨ Markdown"):
                    markdown_output = gr.Markdown(
                        label="Markdown Preview",
                        elem_classes=["markdown-box"],
                        latex_delimiters=[
                            {"left": "$$", "right": "$$", "display": True},
                            {"left": "$", "right": "$", "display": False},
                            {"left": "\\[", "right": "\\]", "display": True},
                            {"left": "\\(", "right": "\\)", "display": False},
                        ],
                    )
                with gr.TabItem("📄 Plain Text"):
                    text_output = gr.Textbox(
                        label="Plain Text (w3m rendered)",
                        lines=18,
                        max_lines=25,
                        interactive=False,
                        autoscroll=False,
                    )
                with gr.TabItem("📝 Raw HTML"):
                    html_output = gr.Textbox(
                        label="Extracted HTML",
                        lines=18,
                        max_lines=25,
                        interactive=False,
                        autoscroll=False,
                    )
    
    # Event handlers
    fetch_btn.click(
        fn=fetch_and_parse,
        inputs=[url_input, process_math, include_tables, enable_forum, html_type],
        outputs=[html_input, base_url_input, title_output, html_output, text_output, markdown_output],
    )
    
    parse_btn.click(
        fn=process_input,
        inputs=[html_input, base_url_input, process_math, include_tables, enable_forum, html_type],
        outputs=[title_output, html_output, text_output, markdown_output],
    )
    
    def clear_all():
        return "", "", "", "", "", "", ""
    
    clear_btn.click(
        fn=clear_all,
        outputs=[url_input, html_input, base_url_input, title_output, html_output, text_output, markdown_output],
    )
    
    # Footer info
    gr.HTML("""
    <div style="text-align: center; margin-top: 2rem; padding: 1rem; color: #64748b; font-size: 0.9rem;">
        <p>🔬 <strong>UltraData Math Parser</strong> - Part of the UltraData-Math Project</p>
        <p>Specialized in extracting mathematical content from web pages with MathML, LaTeX, and formula support.</p>
    </div>
    """)


if __name__ == "__main__":
    demo.launch()