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 a clean, light UI (inspired by the reference screenshot)
custom_css = """
@import url('https://fonts.googleapis.com/css2?family=Inter:wght@300;400;600;700&family=JetBrains+Mono:wght@400;500&display=swap');

:root {
    --bg: #f3f5fb;
    --card: #ffffff;
    --border: #e5e9f2;
    --text: #1f2a44;
    --muted: #6b7280;
    --accent: #5b6ff4;
    --accent-2: #7a8af7;
    --input: #f7f9fc;
}

body {
    background-color: var(--bg) !important;
    color: var(--text) !important;
}

.gradio-container {
    font-family: 'Inter', sans-serif !important;
    background: var(--bg) !important;
    width: 100% !important;
    max-width: none !important;
    margin: 0 auto !important;
    padding: clamp(12px, 2vw, 28px) clamp(10px, 3vw, 32px) clamp(20px, 3vw, 48px) !important;
}

.main-title {
    text-align: center !important;
    font-weight: 800 !important;
    font-size: 2.4rem !important;
    color: #3b3fb6 !important;
    margin-bottom: 0.25rem !important;
}

.subtitle {
    text-align: center !important;
    color: var(--muted) !important;
    font-size: 1rem !important;
    margin-bottom: 1.5rem !important;
}

.glass-panel {
    background: var(--card) !important;
    border: 1px solid var(--border) !important;
    border-radius: 16px !important;
    padding: 20px !important;
    box-shadow: 0 10px 24px rgba(31, 42, 68, 0.08) !important;
}

.section-header {
    color: var(--text) !important;
    font-weight: 700 !important;
    font-size: 1.05rem !important;
    margin-bottom: 1rem !important;
    padding-bottom: 0.5rem !important;
    border-bottom: 1px solid var(--border) !important;
}

.block > label > span,
.form > label > span,
.gr-form > label > span,
.label-wrap > span,
span.description,
.description {
    color: var(--text) !important;
    text-shadow: none !important;
}

fieldset legend, fieldset legend span,
.gr-radio > label, .gr-radio > label span {
    color: var(--text) !important;
    font-weight: 600 !important;
}

.gr-input, textarea, input, .gr-box, .gr-check-radio, .gr-dropdown {
    font-family: 'JetBrains Mono', monospace !important;
    background-color: var(--input) !important;
    border: 1px solid var(--border) !important;
    color: var(--text) !important;
    box-shadow: none !important;
}

.gr-input:focus, textarea:focus, input:focus {
    border-color: var(--accent) !important;
    background-color: #ffffff !important;
}

.tabs {
    border: none !important;
    margin-bottom: 1rem !important;
}

.tab-nav {
    border-bottom: 1px solid var(--border) !important;
    justify-content: center !important;
    gap: 8px !important;
}

.tab-nav button {
    font-weight: 600 !important;
    font-size: 0.95rem !important;
    color: var(--muted) !important;
    background: transparent !important;
    border-radius: 8px !important;
    padding: 6px 12px !important;
}

.tab-nav button.selected {
    color: #ffffff !important;
    background: var(--accent) !important;
    border-bottom: none !important;
}

.gr-button-primary {
    background: linear-gradient(135deg, var(--accent) 0%, var(--accent-2) 100%) !important;
    border: none !important;
    color: #ffffff !important;
    font-weight: 600 !important;
    border-radius: 8px !important;
    box-shadow: 0 6px 14px rgba(91, 111, 244, 0.28) !important;
}

.gr-button-primary:hover {
    filter: brightness(0.98) !important;
}

.gr-button-secondary {
    background: #f1f4fb !important;
    border: 1px solid var(--border) !important;
    color: var(--text) !important;
    border-radius: 8px !important;
}

.output-textbox, .markdown-box {
    background-color: #fbfcff !important;
    border-radius: 12px !important;
}

.output-textbox textarea {
    background-color: transparent !important;
    border: none !important;
    box-shadow: none !important;
    color: var(--text) !important;
}

.markdown-box .prose {
    color: var(--text) !important;
    border: none !important;
    box-shadow: none !important;
    background: transparent !important;
}

.markdown-box .prose,
.markdown-box .prose * ,
.markdown-box .md,
.markdown-box .wrap,
.markdown-box .wrap * ,
.markdown-box .label-wrap,
.markdown-box .block,
.markdown-box .form,
.markdown-box .container,
.markdown-box .box {
    border: none !important;
    box-shadow: none !important;
    background: transparent !important;
    padding: 0 !important;
}

/* Target the specific container that usually holds the markdown output */
.markdown-box > .wrap > .block,
.markdown-box > .block {
    border: none !important;
    background: transparent !important;
}

.footer-text {
    text-align: center !important;
    margin-top: 2rem !important;
    padding-top: 1.5rem !important;
    color: var(--muted) !important;
    border-top: 1px solid var(--border) !important;
    font-size: 0.9rem !important;
}
"""

# Build Gradio interface
with gr.Blocks(title="UltraData-Math-L0-Parser", css=custom_css, theme=gr.themes.Soft()) as demo:
    gr.HTML('<h1 class="main-title">UltraData-Math-L0-Parser</h1>')
    gr.HTML('<p class="subtitle">Unified HTML Parser for Mathematical Content Extraction</p>')
    
    with gr.Row():
        with gr.Column(scale=1, elem_classes=["glass-panel"]):
            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, visible=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, elem_classes=["glass-panel"]):
            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(
                        value="### Output will appear here...",
                        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=25,
                        max_lines=30,
                        interactive=False,
                        autoscroll=False,
                        elem_classes=["output-textbox"],
                    )
                with gr.TabItem("📝 Raw HTML"):
                    html_output = gr.Textbox(
                        label="Extracted HTML",
                        lines=25,
                        max_lines=30,
                        interactive=False,
                        autoscroll=False,
                        elem_classes=["output-textbox"],
                    )
    
    # 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 class="footer-text">
        <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(ssr_mode=False)