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RF QUANTUM SCYTHE SaaS – Dev Notes

a unified SaaS header for your RF QUANTUM SCYTHE Audio Analysis Server account portal. Here's what I've implemented:

1. Modern, Professional SaaS Header
Clean, gradient-backed header with a professional look
Navigation bar with key sections (Dashboard, Subscription, Files, API Keys)
User profile section with plan status indicator
Dropdown menu for account actions
2. Responsive UI Elements
Status indicators for different subscription tiers (color-coded)
Active state highlighting for current navigation item
Smooth scrolling to relevant sections
3. Improved User Experience
Clear visual hierarchy with important information easily accessible
Consistent styling that matches your existing design
User-friendly interface with obvious navigation paths
4. Enhanced Functionality
Quick access to key account features
User dropdown menu with settings and logout options
Dynamic content based on user login state
5. Technical Improvements
Consistent localStorage key naming (apiKey, userEmail, userName)
Better organization of JavaScript functions
Improved state management between login/logout
The header adapts based on whether the user is logged in or not, showing their display name and subscription tier with appropriate styling. All the navigation links are functional and will take users to the relevant sections of the account portal.

This unified header provides a more professional, cohesive experience for your SaaS users and makes it easy to navigate between different parts of the account portal.
#!/bin/bash

# RF QUANTUM SCYTHE Audio Analysis Server Startup Script (SaaS Mode with User Data Association)

echo "đŸŽĩ RF QUANTUM SCYTHE Audio Analysis Server (SaaS Mode with User Data Association)"
echo "=========================================="

# Check if Python 3 is installed
if ! command -v python3 &> /dev/null; then
    echo "❌ Python 3 is required but not installed."
    exit 1
fi

# Activate the rf_quantum_env virtual environment
if [ -d "/home/bgilbert/rf_quantum_env" ]; then
    echo "✅ Activating rf_quantum_env virtual environment..."
    source /home/bgilbert/rf_quantum_env/bin/activate
    echo "Virtual environment: $VIRTUAL_ENV"
else
    echo "❌ rf_quantum_env not found at /home/bgilbert/rf_quantum_env"
    echo "Please create the virtual environment first."
    exit 1
fi

# Install/update requirements
echo "đŸ“Ĩ Installing audio analysis requirements..."
pip install librosa flask flask-cors numpy scipy soundfile

# Create necessary directories with proper permissions
echo "📁 Creating directories..."
mkdir -p uploads 2>/dev/null || echo "ℹī¸  Using existing uploads directory"
mkdir -p analysis_results 2>/dev/null || echo "ℹī¸  Using existing analysis_results directory"
mkdir -p data/subscriptions 2>/dev/null || echo "ℹī¸  Using existing subscriptions directory"
mkdir -p data/payments 2>/dev/null || echo "ℹī¸  Using existing payments directory"
mkdir -p data/user_data 2>/dev/null || echo "ℹī¸  Using existing user_data directory"

# Check for ffmpeg (needed for some audio formats)
if ! command -v ffmpeg &> /dev/null; then
    echo "⚠ī¸  ffmpeg not found. Some audio formats may not work."
    echo "To install ffmpeg: sudo apt-get install ffmpeg"
fi

echo ""
echo "🚀 Starting Audio Analysis Server in SaaS Mode with User Data Association..."
echo "📊 Dashboard will be available at: http://localhost:5002"
echo "🔌 API endpoint: http://localhost:5002/api/analyze_audio"
echo "💰 Account Portal: http://localhost:5002/account"
echo "👤 User Files API: http://localhost:5002/api/user/files"
echo ""
echo "Press Ctrl+C to stop the server"
echo ""

# Start the server with SaaS mode enabled
python audio_analysis_server_saas_with_user_data.py --saas-mode

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Currently, the system doesn’t associate uploaded audio files and analysis results with specific user accounts, which is essential for a multi-tenant SaaS platform.

Here’s how we can implement this association:

1. Directory Structure for User Data

We should modify the file storage structure to separate data by user:

data/
  ├── subscriptions/      # Subscription data (already exists)
  ├── payments/           # Payment records (already exists)
  └── user_data/
      ├── user_email_1@example.com/
      │   ├── uploads/    # User's uploaded audio files
      │   └── results/    # User's analysis results
      └── user_email_2@example.com/
          ├── uploads/
          └── results/

kk

# RF QUANTUM SCYTHE - SaaS Mode Implementation

This guide explains how to run RF QUANTUM SCYTHE in SaaS (Software as a Service) mode with subscription-based access.

## Overview

The SaaS mode enables monetization of the RF QUANTUM SCYTHE platform by implementing:

1. User authentication via API keys
2. Subscription tier management
3. Usage tracking and limits
4. Payment processing (simulated)
5. Account management portal

## Starting the Services in SaaS Mode

### Starting the Dashboard with Subscription Management

```bash
./start_dashboard_saas.sh
```

This will start the dashboard on port 5800 with SaaS functionality enabled. The account portal will be available at:
- Dashboard: http://localhost:5800
- Account Portal: http://localhost:5800/account

### Starting the Audio Analysis Server with SaaS Mode

```bash
./start_audio_server_saas.sh
```

This will start the audio analysis server on port 5002 with subscription-based access. Users will need a valid API key to use the audio analysis features.

## Authentication Flow

1. Users register through the account portal to create an account
2. Each account receives an API key
3. Users include the API key in API requests:
   - As a header: `X-API-Key: your_api_key_here`
   - Or as a query parameter: `?api_key=your_api_key_here`

## Subscription Tiers

The system includes four predefined subscription tiers:

| Feature | Free Tier | Basic Tier | Professional Tier | Enterprise Tier |
|---------|-----------|------------|-------------------|-----------------|
| Signals per day | 100 | 1,000 | 10,000 | 100,000 |
| API requests per hour | 50 | 500 | 2,000 | 10,000 |
| 3D Visualization | ❌ | ✅ | ✅ | ✅ |
| Packet Capture | ❌ | ✅ | ✅ | ✅ |
| Max capture duration | 0 min | 5 min | 30 min | 120 min |
| Signal history | 1 day | 7 days | 30 days | 90 days |
| Max devices | 1 | 2 | 5 | 20 |
| Monthly Price | $0 | $29.99 | $99.99 | $499.99 |
| Yearly Price | $0 | $299.99 | $999.99 | $4,999.99 |

## SaaS Implementation Details

### Directory Structure

- `SubscriptionManager/`: Core SaaS functionality
  - `__init__.py`: Module exports
  - `subscription.py`: Subscription tier definitions and management
  - `payment.py`: Payment processing (placeholder implementation)
  - `middleware.py`: API authentication and rate limiting

### Data Storage

Subscription data is stored in JSON files under:
- `data/subscriptions/subscribers.json`: User account information
- `data/subscriptions/api_keys.json`: API key mappings
- `data/payments/payment_records.json`: Payment records

### API Integration

The audio analysis server has been modified to check API keys and enforce usage limits before processing requests.

### Account Portal

The account portal (`account_portal.html`) provides a web interface for:
- User registration
- Viewing API keys
- Checking subscription status
- Upgrading subscription tiers

## Production Considerations

For production deployment, consider:

1. Implementing a proper database (PostgreSQL, MySQL) instead of file-based storage
2. Setting up SSL/TLS for secure communication
3. Adding proper user authentication with password hashing
4. Integrating with a real payment gateway (Stripe, PayPal)
5. Implementing comprehensive logging and monitoring

## Managing Subscriptions

To view and manage subscriptions, use the "Subscription Management" card in the dashboard, which provides actions for:
- Viewing subscribers
- Viewing API keys
- Resetting subscription data

## Example API Usage with Authentication

```bash
# Analyze audio with API key in header
curl -X POST -H "X-API-Key: your_api_key_here" -F "audio_file=@sample.wav" http://localhost:5002/api/analyze_audio

# Analyze audio with API key as query parameter
curl -X POST -F "audio_file=@sample.wav" http://localhost:5002/api/analyze_audio?api_key=your_api_key_here
```

For more information on the subscription tiers and features, see `docs/SAAS_MODE.md`.




đŸŽĩ RF QUANTUM SCYTHE Audio Analysis Server
==========================================
✅ Activating rf_quantum_env virtual environment...
Virtual environment: /home/bgilbert/rf_quantum_env
đŸ“Ĩ Installing audio analysis requirements...
Requirement already satisfied: librosa in /home/bgilbert/rf_quantum_env/lib/python3.12/site-packages (0.11.0)
Requirement already satisfied: flask in /home/bgilbert/rf_quantum_env/lib/python3.12/site-packages (3.1.0)
Requirement already satisfied: flask-cors in /home/bgilbert/rf_quantum_env/lib/python3.12/site-packages (5.0.1)
Requirement already satisfied: numpy in /home/bgilbert/rf_quantum_env/lib/python3.12/site-packages (1.26.4)
Requirement already satisfied: scipy in /home/bgilbert/rf_quantum_env/lib/python3.12/site-packages (1.11.4)
Requirement already satisfied: soundfile in /home/bgilbert/rf_quantum_env/lib/python3.12/site-packages (0.13.1)
Requirement already satisfied: audioread>=2.1.9 in /home/bgilbert/rf_quantum_env/lib/python3.12/site-packages (from librosa) (3.0.1)
Requirement already satisfied: numba>=0.51.0 in /home/bgilbert/rf_quantum_env/lib/python3.12/site-packages (from librosa) (0.61.2)
Requirement already satisfied: scikit-learn>=1.1.0 in /home/bgilbert/rf_quantum_env/lib/python3.12/site-packages (from librosa) (1.7.1)
Requirement already satisfied: joblib>=1.0 in /home/bgilbert/rf_quantum_env/lib/python3.12/site-packages (from librosa) (1.5.1)
Requirement already satisfied: decorator>=4.3.0 in /home/bgilbert/rf_quantum_env/lib/python3.12/site-packages (from librosa) (5.2.1)
Requirement already satisfied: pooch>=1.1 in /home/bgilbert/rf_quantum_env/lib/python3.12/site-packages (from librosa) (1.8.2)
Requirement already satisfied: soxr>=0.3.2 in /home/bgilbert/rf_quantum_env/lib/python3.12/site-packages (from librosa) (0.5.0.post1)
Requirement already satisfied: typing_extensions>=4.1.1 in /home/bgilbert/rf_quantum_env/lib/python3.12/site-packages (from librosa) (4.12.2)
Requirement already satisfied: lazy_loader>=0.1 in /home/bgilbert/rf_quantum_env/lib/python3.12/site-packages (from librosa) (0.4)
Requirement already satisfied: msgpack>=1.0 in /home/bgilbert/rf_quantum_env/lib/python3.12/site-packages (from librosa) (1.1.1)
Requirement already satisfied: Werkzeug>=3.1 in /home/bgilbert/rf_quantum_env/lib/python3.12/site-packages (from flask) (3.1.3)
Requirement already satisfied: Jinja2>=3.1.2 in /home/bgilbert/rf_quantum_env/lib/python3.12/site-packages (from flask) (3.1.6)
Requirement already satisfied: itsdangerous>=2.2 in /home/bgilbert/rf_quantum_env/lib/python3.12/site-packages (from flask) (2.2.0)
Requirement already satisfied: click>=8.1.3 in /home/bgilbert/rf_quantum_env/lib/python3.12/site-packages (from flask) (8.2.0)
Requirement already satisfied: blinker>=1.9 in /home/bgilbert/rf_quantum_env/lib/python3.12/site-packages (from flask) (1.9.0)
Requirement already satisfied: cffi>=1.0 in /home/bgilbert/rf_quantum_env/lib/python3.12/site-packages (from soundfile) (1.17.1)
Requirement already satisfied: pycparser in /home/bgilbert/rf_quantum_env/lib/python3.12/site-packages (from cffi>=1.0->soundfile) (2.22)
Requirement already satisfied: MarkupSafe>=2.0 in /home/bgilbert/rf_quantum_env/lib/python3.12/site-packages (from Jinja2>=3.1.2->flask) (3.0.2)
Requirement already satisfied: packaging in /home/bgilbert/rf_quantum_env/lib/python3.12/site-packages (from lazy_loader>=0.1->librosa) (25.0)
Requirement already satisfied: llvmlite<0.45,>=0.44.0dev0 in /home/bgilbert/rf_quantum_env/lib/python3.12/site-packages (from numba>=0.51.0->librosa) (0.44.0)
Requirement already satisfied: platformdirs>=2.5.0 in /home/bgilbert/rf_quantum_env/lib/python3.12/site-packages (from pooch>=1.1->librosa) (4.3.8)
Requirement already satisfied: requests>=2.19.0 in /home/bgilbert/rf_quantum_env/lib/python3.12/site-packages (from pooch>=1.1->librosa) (2.31.0)
Requirement already satisfied: threadpoolctl>=3.1.0 in /home/bgilbert/rf_quantum_env/lib/python3.12/site-packages (from scikit-learn>=1.1.0->librosa) (3.6.0)
Requirement already satisfied: charset-normalizer<4,>=2 in /home/bgilbert/rf_quantum_env/lib/python3.12/site-packages (from requests>=2.19.0->pooch>=1.1->librosa) (3.4.2)
Requirement already satisfied: idna<4,>=2.5 in /home/bgilbert/rf_quantum_env/lib/python3.12/site-packages (from requests>=2.19.0->pooch>=1.1->librosa) (3.10)
Requirement already satisfied: urllib3<3,>=1.21.1 in /home/bgilbert/rf_quantum_env/lib/python3.12/site-packages (from requests>=2.19.0->pooch>=1.1->librosa) (2.4.0)
Requirement already satisfied: certifi>=2017.4.17 in /home/bgilbert/rf_quantum_env/lib/python3.12/site-packages (from requests>=2.19.0->pooch>=1.1->librosa) (2025.4.26)
📁 Creating directories...

🚀 Starting Audio Analysis Server...
📊 Dashboard will be available at: http://localhost:5002
🔌 API endpoint: http://localhost:5002/api/analyze_audio

Press Ctrl+C to stop the server

đŸŽĩ Starting RF QUANTUM SCYTHE Audio Analysis Server...
📊 Dashboard available at: http://localhost:5002
🔌 API endpoint: http://localhost:5002/api/analyze_audio
✅ librosa found
✅ flask-cors found

🚀 Server starting...
 * Tip: There are .env files present. Install python-dotenv to use them.
 * Serving Flask app 'audio_analysis_server'
 * Debug mode: on
WARNING: This is a development server. Do not use it in a production deployment. Use a production WSGI server instead.
 * Running on all addresses (0.0.0.0)
 * Running on http://127.0.0.1:5002
 * Running on http://192.168.1.185:5002
Press CTRL+C to quit
 * Restarting with stat
đŸŽĩ Starting RF QUANTUM SCYTHE Audio Analysis Server...
📊 Dashboard available at: http://localhost:5002
🔌 API endpoint: http://localhost:5002/api/analyze_audio
✅ librosa found
✅ flask-cors found

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