#!/usr/bin/env python3
"""
Chart Generation Service with Plotly
Generates modern, interactive charts from statistical data
"""

import json
import sys
import plotly.graph_objects as go
from plotly.subplots import make_subplots
import plotly.colors as pc

def generate_chart(data, chart_config):
    """
    Generate Plotly chart from statistical data

    Args:
        data: List of lists - first row is headers, rest is data
        chart_config: Dict with chart configuration (title, type, etc.)

    Returns:
        HTML string with embedded Plotly chart
    """
    if not data or len(data) < 2:
        return "<div>Keine Daten verfügbar</div>"

    headers = data[0]
    rows = data[1:]

    # Extract x-axis labels (first column)
    x_labels = [str(row[0]) for row in rows]

    # Prepare traces for each data series
    fig = go.Figure()

    # Color palette - modern and professional
    colors = pc.qualitative.Plotly

    # Create a trace for each column (except first which is x-axis)
    for i in range(1, len(headers)):
        y_values = [row[i] if i < len(row) else 0 for row in rows]

        fig.add_trace(go.Bar(
            name=headers[i],
            x=x_labels,
            y=y_values,
            marker_color=colors[i % len(colors)],
            hovertemplate='<b>%{x}</b><br>%{fullData.name}: %{y}<extra></extra>'
        ))

    # Update layout with modern styling
    fig.update_layout(
        title={
            'text': chart_config.get('title', 'Statistik'),
            'x': 0.5,
            'xanchor': 'center',
            'font': {'size': 20, 'color': '#333'}
        },
        barmode='group',
        plot_bgcolor='rgba(240, 240, 240, 0.5)',
        paper_bgcolor='white',
        font={'family': 'Arial, sans-serif', 'size': 12, 'color': '#333'},
        hovermode='x unified',
        legend={
            'orientation': 'h',
            'yanchor': 'bottom',
            'y': -0.2,
            'xanchor': 'center',
            'x': 0.5,
            'bgcolor': 'rgba(255, 255, 255, 0.8)',
            'bordercolor': '#ccc',
            'borderwidth': 1
        },
        xaxis={
            'title': headers[0] if headers else '',
            'showgrid': False,
            'showline': True,
            'linecolor': '#ccc'
        },
        yaxis={
            'title': 'Anzahl',
            'showgrid': True,
            'gridcolor': 'rgba(200, 200, 200, 0.3)',
            'showline': True,
            'linecolor': '#ccc'
        },
        margin={'l': 60, 'r': 40, 't': 80, 'b': 100},
        height=500
    )

    # Generate HTML with Plotly CDN
    html = fig.to_html(
        include_plotlyjs='cdn',
        div_id='plotly-chart',
        config={
            'displayModeBar': True,
            'displaylogo': False,
            'modeBarButtonsToRemove': ['pan2d', 'lasso2d', 'select2d'],
            'responsive': True
        }
    )

    return html


def generate_line_chart(data, chart_config):
    """
    Generate Plotly line chart for time series data
    """
    if not data or len(data) < 2:
        return "<div>Keine Daten verfügbar</div>"

    headers = data[0]
    rows = data[1:]

    x_labels = [str(row[0]) for row in rows]

    fig = go.Figure()
    colors = pc.qualitative.Plotly

    # Create line traces
    for i in range(1, len(headers)):
        y_values = [row[i] if i < len(row) else 0 for row in rows]

        fig.add_trace(go.Scatter(
            name=headers[i],
            x=x_labels,
            y=y_values,
            mode='lines+markers',
            line={'color': colors[i % len(colors)], 'width': 3},
            marker={'size': 8},
            hovertemplate='<b>%{x}</b><br>%{fullData.name}: %{y}<extra></extra>'
        ))

    # Update layout - NO fixed y-axis minimum for line charts
    fig.update_layout(
        title={
            'text': chart_config.get('title', 'Statistik Verlauf'),
            'x': 0.5,
            'xanchor': 'center',
            'font': {'size': 20, 'color': '#333'}
        },
        plot_bgcolor='rgba(240, 240, 240, 0.5)',
        paper_bgcolor='white',
        font={'family': 'Arial, sans-serif', 'size': 12, 'color': '#333'},
        hovermode='x unified',
        legend={
            'orientation': 'h',
            'yanchor': 'bottom',
            'y': -0.2,
            'xanchor': 'center',
            'x': 0.5,
            'bgcolor': 'rgba(255, 255, 255, 0.8)',
            'bordercolor': '#ccc',
            'borderwidth': 1
        },
        xaxis={
            'title': headers[0] if headers else '',
            'showgrid': False,
            'showline': True,
            'linecolor': '#ccc'
        },
        yaxis={
            'title': 'Anzahl',
            'showgrid': True,
            'gridcolor': 'rgba(200, 200, 200, 0.3)',
            'showline': True,
            'linecolor': '#ccc',
            'rangemode': 'normal',  # Auto-scale, don't force to 0
            'autorange': True
        },
        margin={'l': 60, 'r': 40, 't': 80, 'b': 100},
        height=500
    )

    html = fig.to_html(
        include_plotlyjs='cdn',
        div_id='plotly-line-chart',
        config={
            'displayModeBar': True,
            'displaylogo': False,
            'modeBarButtonsToRemove': ['pan2d', 'lasso2d', 'select2d'],
            'responsive': True
        }
    )

    return html


def main():
    """
    Main entry point - expects JSON input via stdin
    Expected format:
    {
        "data": [[headers], [row1], [row2], ...],
        "config": {
            "title": "Chart Title",
            "type": "bar" or "line",
            "period": "year", "month", or "day"
        }
    }
    """
    try:
        # Read JSON from stdin
        input_data = json.load(sys.stdin)

        data = input_data.get('data', [])
        config = input_data.get('config', {})

        # Generate chart based on type
        chart_type = config.get('type', 'bar')

        if chart_type == 'line':
            html = generate_line_chart(data, config)
        else:
            html = generate_chart(data, config)

        # Output HTML
        print(html)

    except Exception as e:
        error_html = f"""
        <div style="padding: 20px; background: #fee; border: 1px solid #fcc; border-radius: 4px;">
            <h3 style="color: #c33; margin: 0 0 10px 0;">Chart-Generierung fehlgeschlagen</h3>
            <p style="margin: 0; color: #666;">Fehler: {str(e)}</p>
        </div>
        """
        print(error_html)
        sys.exit(1)


if __name__ == '__main__':
    main()