SNMP Manager - Telecom Multivendor Data Collection System

A robust, intelligent SNMP data collection system capable of handling multivendor telecom devices (OLT/ONU, BSC/RNC, etc.) with automatic discovery, reverse engineering capabilities, and uniform data output.

Features

• Intelligent Device Discovery - Automatically discover and profile SNMP devices
• Adaptive Adapter System - Self-learning adapters that evolve with each device
• Reverse Engineering - Handle undocumented devices through pattern recognition
• Uniform Data Output - Standardized JSON/XML/YAML output for all devices
• High Performance - Parallel collection and intelligent caching
• Crowdsourced Knowledge - Community-driven device profile database
• Pattern Recognition - ML-like device classification with confidence scoring
• Self-Learning - Gets smarter with every device interaction
• Robust Fallback Strategies - Multiple collection methods with graceful degradation

Quick Start

from snmp_manager import SNMPManager

# Discover devices on network
async with SNMPManager() as manager:
    devices = await manager.discover_devices("192.168.1.0/24")

    # Collect data from all devices
    for device in devices:
        data = await device.collect()
        print(f"Device {device.host}: {len(data)} fields collected")

Use Case Example

# Enhanced device with full intelligence features
from snmp_manager.core.enhanced_device import EnhancedDevice

async def main():
    # Create enhanced device (no manual configuration needed!)
    device = EnhancedDevice(host="192.168.1.10")

    # Intelligent discovery (reverse engineers unknown devices!)
    discovery = await device.intelligent_discover()
    print(f"Discovered {discovery['total_duration_ms']:.1f}ms")

    # Smart data collection with fallback strategies
    data = await device.collect_with_intelligence()
    print(f"Collected {len(data)} fields")

    # Get device insights
    insights = await device.get_intelligent_insights()
    print(f"Device classification: {insights['device_info']['signature']}")

asyncio.run(main())

Supported Devices

Telecom Equipment

• OLT/ONU: Huawei (MA5800, MA5600), ZTE (ZXA10), V-SOL (V1600, V2800), Fiberhome (AN5500)
• Cellular: BSC, RNC, SMSC, BTS, mobile network equipment
• GPON/EPON: All major OLT and ONU/ONT devices
• Network Switches: Cisco, Juniper, Huawei, ZTE, Mikrotik
• Routers: Enterprise and carrier-grade routers

Vendor Support

• Documented: Huawei, ZTE, Cisco, Juniper, Mikrotik
• Undocumented: V-SOL, C-Data, Fiberhome (via reverse engineering)
• Unknown: Any SNMP device (pattern recognition + learning)

Installation

# From PyPI
pip install snmpbox

# With optional ML features
pip install snmpbox[ml]

# With development tools
pip install snmpbox[dev]

# From source
git clone https://github.com/mexyusef/snmp-manager.git
cd snmp-manager
pip install -e .

Documentation

• Examples - Usage examples and demos

Development

# Clone repository
git clone https://github.com/mexyusef/snmp-manager.git
cd snmp-manager

# Install development dependencies
pip install -e ".[dev]"

# Run tests
python -m pytest tests/

# Build documentation
mkdocs build

Contributing

Contributions are welcome! Please see our Contributing Guide for details.

License

Copyright © 2025 Yusef Ulum

This project is licensed under the MIT License - see the LICENSE file for details.

Links

• GitHub Repository: https://github.com/mexyusef/snmp-manager
• PyPI Package: https://pypi.org/project/snmpbox/
• Documentation: https://snmp-manager.readthedocs.io/
• Bug Reports: https://github.com/mexyusef/snmp-manager/issues
• Discussions: https://github.com/mexyusef/snmp-manager/discussions