sudaverse/SuData
Domaine:
natural language processingCréateur:
sud
Hôte:
Sudanese Arabic data collection and pipeline infrastructure
# SuData - Comprehensive Data Pipeline System
## 🚀 Overview
SuData is a comprehensive data pipeline system that automates the collection, processing, and monitoring of streaming data from multiple sources. Built with modern DevOps practices, it features automated CI/CD pipelines, multi-environment deployments, and robust monitoring capabilities.
## Architecture
```
+-------------------+ +-------------------+ +-------------------+
| Telegram Scraper | | TikTok Scraper | | YouTube Scraper |
| | | | | |
+---------+---------+ +---------+---------+ +---------+---------+
| | |
| (Raw Data) | (Raw Data) | (Raw Data)
v v v
+---------------------------------------------------------------------+
| Refinery Service (Python) |
| (Processes & Refines Data) |
+---------------------------------------------------------------------+
|
| (Refined Data)
v
+---------------------------------------------------------------------+
| Output / Storage |
+---------------------------------------------------------------------+
| ^
| | (Health Status)
v |
+---------------------------------------------------------------------+
| SuData Symphony (Orchestration & Monitoring) |
| (Starts, Stops, Manages Health Checks) |
+---------------------------------------------------------------------+
^
| (Health Status)
|
+-------------------+
| Dashboard |
| |
+-------------------+
```
## 🎯 Features
### Core Functionality
- **Multi-Source Data Collection**: Automated scraping from TikTok and YouTube
- **Real-time Processing**: Intelligent data refinement and transformation
- **Web Dashboard**: …