utils/output_generator.py

import json
import pandas as pd
from datetime import datetime
import tempfile

class OutputGenerator:
    def __init__(self):
        self.templates = {
            'markdown': self._load_markdown_template(),
            'html': self._load_html_template()
        }
    
    def generate_all_formats(self, transcript, summary, extracted_info):
        """
        Generate output dalam berbagai format
        """
        # Prepare data
        meeting_data = {
            'date': datetime.now().strftime('%d %B %Y'),
            'time': datetime.now().strftime('%H:%M'),
            'duration': self._calculate_duration(transcript),
            'participants': self._extract_participants(transcript),
            'summary': summary,
            'keywords': extracted_info['keywords'],
            'action_items': extracted_info['action_items'],
            'decisions': extracted_info['decisions'],
            'transcript': transcript
        }
        
        # Generate outputs
        outputs = {
            'markdown': self._generate_markdown(meeting_data),
            'json': self._generate_json(meeting_data),
            'transcript_table': self._generate_transcript_table(transcript),
            'action_items_table': self._generate_action_items_table(
                extracted_info['action_items']
            ),
            'decisions_table': self._generate_decisions_table(
                extracted_info['decisions']
            )
        }
        
        return outputs
    
    def _generate_markdown(self, data):
        """
        Generate markdown format meeting minutes
        """
        markdown = f"""# 📋 Notulensi Rapat - {data['date']}

## 📊 Informasi Rapat
- **Tanggal**: {data['date']}
- **Waktu**: {data['time']}
- **Durasi**: {data['duration']}
- **Peserta**: {', '.join(data['participants'])}

## 📝 Ringkasan Eksekutif
{data['summary']}

## 🎯 Topik Utama
{self._format_keywords(data['keywords'])}

## ✅ Action Items
{self._format_action_items_md(data['action_items'])}

## 📌 Keputusan Penting
{self._format_decisions_md(data['decisions'])}

## 💬 Transkrip Lengkap
{self._format_transcript_md(data['transcript'])}

---
*Dokumen ini dihasilkan secara otomatis menggunakan AI Meeting Minutes Generator*
"""
        return markdown
    
    def _generate_json(self, data):
        """
        Generate JSON output and save to file
        """
        json_data = {
            'metadata': {
                'generated_at': datetime.now().isoformat(),
                'version': '1.0'
            },
            'meeting_info': {
                'date': data['date'],
                'duration': data['duration'],
                'participants': data['participants']
            },
            'content': {
                'summary': data['summary'],
                'keywords': [kw[0] for kw in data['keywords'][:5]],
                'action_items': [
                    {
                        'description': item['text'],
                        'assigned_to': item['speaker'],
                        'timestamp': item['timestamp'],
                        'mentioned_persons': item['entities']['persons'],
                        'mentioned_dates': item['entities']['dates']
                    }
                    for item in data['action_items']
                ],
                'decisions': [
                    {
                        'description': dec['text'],
                        'made_by': dec['speaker'],
                        'timestamp': dec['timestamp']
                    }
                    for dec in data['decisions']
                ]
            },
            'full_transcript': [
                {
                    'speaker': seg['speaker'],
                    'start_time': seg['start'],
                    'end_time': seg['end'],
                    'text': seg['text']
                }
                for seg in data['transcript']
            ]
        }
        
        # Save to temporary file
        temp_file = tempfile.NamedTemporaryFile(
            mode='w',
            suffix='.json',
            delete=False
        )
        json.dump(json_data, temp_file, indent=2, ensure_ascii=False)
        temp_file.close()
        
        return temp_file.name
    
    def _generate_transcript_table(self, transcript):
        """
        Generate transcript table for Gradio DataFrame
        """
        data = []
        for seg in transcript:
            data.append([
                f"{seg['start']:.1f}s - {seg['end']:.1f}s",
                seg['speaker'],
                seg['text']
            ])
        
        return pd.DataFrame(data, columns=['Waktu', 'Pembicara', 'Teks'])
    
    def _generate_action_items_table(self, action_items):
        """
        Generate action items table
        """
        data = []
        for item in action_items:
            # Extract mentioned persons for assignment
            assignees = item['entities']['persons'] if item['entities']['persons'] else [item['speaker']]
            dates = ', '.join(item['entities']['dates']) if item['entities']['dates'] else 'TBD'
            
            data.append([
                item['text'],
                ', '.join(assignees),
                item['timestamp']
            ])
        
        return pd.DataFrame(
            data, 
            columns=['Action Item', 'Penanggung Jawab', 'Timestamp']
        )
    
    def _generate_decisions_table(self, decisions):
        """
        Generate decisions table
        """
        data = []
        for dec in decisions:
            data.append([
                dec['text'],
                dec['speaker'],
                dec['timestamp']
            ])
        
        return pd.DataFrame(
            data,
            columns=['Keputusan', 'Pembicara', 'Timestamp']
        )
    
    # Helper methods
    def _calculate_duration(self, transcript):
        if not transcript:
            return "0:00"
        
        total_seconds = transcript[-1]['end']
        hours = int(total_seconds // 3600)
        minutes = int((total_seconds % 3600) // 60)
        seconds = int(total_seconds % 60)
        
        if hours > 0:
            return f"{hours}:{minutes:02d}:{seconds:02d}"
        else:
            return f"{minutes}:{seconds:02d}"
    
    def _extract_participants(self, transcript):
        speakers = list(set([seg['speaker'] for seg in transcript]))
        return sorted(speakers)
    
    def _format_keywords(self, keywords):
        return '\n'.join([f"- **{kw[0]}** (score: {kw[1]:.2f})" 
                         for kw in keywords[:5]])
    
    def _format_action_items_md(self, action_items):
        if not action_items:
            return "*Tidak ada action items yang terdeteksi*"
        
        formatted = []
        for i, item in enumerate(action_items, 1):
            assignees = item['entities']['persons'] if item['entities']['persons'] else [item['speaker']]
            formatted.append(f"{i}. {item['text']}\n   - **Penanggung Jawab**: {', '.join(assignees)}\n   - **Waktu**: {item['timestamp']}")
        
        return '\n\n'.join(formatted)
    
    def _format_decisions_md(self, decisions):
        if not decisions:
            return "*Tidak ada keputusan yang terdeteksi*"
        
        formatted = []
        for i, dec in enumerate(decisions, 1):
            formatted.append(f"{i}. {dec['text']}\n   - **Diputuskan oleh**: {dec['speaker']}\n   - **Waktu**: {dec['timestamp']}")
        
        return '\n\n'.join(formatted)
    
    def _format_transcript_md(self, transcript):
        formatted = []
        current_speaker = None
        
        for seg in transcript:
            if seg['speaker'] != current_speaker:
                formatted.append(f"\n**{seg['speaker']}** ({seg['start']:.1f}s):")
                current_speaker = seg['speaker']
            
            formatted.append(f"> {seg['text']}")
        
        return '\n'.join(formatted)
    
    def _load_markdown_template(self):
        # Template bisa di-customize
        return """# Meeting Minutes Template
{content}
"""
    
    def _load_html_template(self):
        return """<!DOCTYPE html>
<html>
<head>
    <style>
        body { font-family: Arial, sans-serif; margin: 40px; }
        h1 { color: #333; }
        .metadata { background: #f0f0f0; padding: 15px; border-radius: 5px; }
        .action-item { background: #e8f5e9; padding: 10px; margin: 10px 0; border-left: 4px solid #4caf50; }
        .decision { background: #e3f2fd; padding: 10px; margin: 10px 0; border-left: 4px solid #2196f3; }
    </style>
</head>
<body>
{content}
</body>
</html>"""