{"id":15208824,"url":"https://github.com/badhanhitesh/streamlinede-","last_synced_at":"2026-01-05T11:41:00.861Z","repository":{"id":255909826,"uuid":"853866895","full_name":"badhanhitesh/StreamlineDE-","owner":"badhanhitesh","description":"Welcome to StreamlineDE, an end-to-end data engineering project designed to demonstrate real-time data ingestion, processing, and storage using a modern data engineering stack. 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Containerized with Docker, it’s easy to deploy and scale across environments!\n\n## 📖 Table of Contents\n- [🎯 Introduction](#-introduction)\n- [📐 System Architecture](#-system-architecture)\n- [🌟 What You'll Learn](#-what-youll-learn)\n- [🛠 Technologies Used](#-technologies-used)\n- [🚀 Getting Started](#-getting-started)\n\n\n---\n\n## 🎯 Introduction\n\n**StreamlineDE** is a hands-on project aimed at demonstrating real-time data streaming and processing using state-of-the-art tools like Apache Kafka, Apache Spark, Apache Airflow, and Cassandra. Learn how to orchestrate a complex pipeline, process streaming data, and store the processed information in distributed databases. Best of all, it’s all containerized for effortless deployment!\n\n---\n\n## 📐 System Architecture\n\n![Architecture Diagram](https://github.com/badhanhitesh/StreamlineDE-/blob/main/Data%20engineering%20architecture.png)\n\n### Key Components:\n\n1. **📡 Data Source**: Data from `randomuser.me` API simulates real-world, continuous data flow.\n2. **⚙️ Apache Airflow**: Orchestrates the pipeline by fetching data into PostgreSQL.\n3. **🚛 Apache Kafka**: Streams data from PostgreSQL to the processing engine.\n4. **🧩 Apache Zookeeper**: Synchronizes Kafka clusters.\n5. **📊 Apache Spark**: Processes data in real-time.\n6. **🗄️ Cassandra**: Stores the processed data in a NoSQL, distributed database.\n7. **🐳 Docker**: Containerizes the entire architecture for ease of deployment.\n\n---\n\n## 🌟 What You'll Learn\n- ✅ Build a **real-time data pipeline** with Apache Airflow.\n- ✅ Handle **data streaming** using Apache Kafka.\n- ✅ Use Apache Spark for **real-time data processing**.\n- ✅ Store processed data in **Cassandra** and relational data in **PostgreSQL**.\n- ✅ **Containerize** a full data pipeline using Docker.\n- ✅ Monitor and manage Kafka streams using **Control Center** and **Schema Registry**.\n\n---\n\n## 🛠 Technologies Used\n\n\u003cp align=\"center\"\u003e\n  \u003cimg src=\"https://img.shields.io/badge/Apache-Airflow-orange?style=flat-square\u0026logo=apache-airflow\" alt=\"Apache Airflow\"\u003e\n  \u003cimg src=\"https://img.shields.io/badge/Python-3776AB?style=flat-square\u0026logo=python\u0026logoColor=white\" alt=\"Python\"\u003e\n  \u003cimg src=\"https://img.shields.io/badge/Apache-Kafka-231F20?style=flat-square\u0026logo=apache-kafka\" alt=\"Apache Kafka\"\u003e\n  \u003cimg src=\"https://img.shields.io/badge/Apache-Spark-E25A1C?style=flat-square\u0026logo=apache-spark\" alt=\"Apache Spark\"\u003e\n  \u003cimg src=\"https://img.shields.io/badge/Cassandra-1287B1?style=flat-square\u0026logo=apache-cassandra\u0026logoColor=white\" alt=\"Cassandra\"\u003e\n  \u003cimg src=\"https://img.shields.io/badge/PostgreSQL-336791?style=flat-square\u0026logo=postgresql\u0026logoColor=white\" alt=\"PostgreSQL\"\u003e\n  \u003cimg src=\"https://img.shields.io/badge/Docker-2496ED?style=flat-square\u0026logo=docker\u0026logoColor=white\" alt=\"Docker\"\u003e\n\u003c/p\u003e\n\n---\n\n## 🚀 Getting Started\n\nTo get started with **StreamlineDE**, follow these steps:\n\n### 🔧 Prerequisites\nEnsure you have the following installed:\n- [Docker](https://www.docker.com/get-started)\n- [Git](https://git-scm.com/)\n\n### 🛠 Installation\n\n1. **Clone the repository**:\n   ```bash\n   git clone https://github.com/badhanhitesh/StreamlineDE.git\n\n2. **Navigate to the project directory**:\n   ```bash\n   cd StreamlineDE\n   \n3. **Spin up the services with Docker Compose**:\n   ```bash\n   docker-compose up\n4. **Access the interfaces:**\nAirflow: http://localhost:8080\nKafka Control Center: http://localhost:9021\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbadhanhitesh%2Fstreamlinede-","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbadhanhitesh%2Fstreamlinede-","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbadhanhitesh%2Fstreamlinede-/lists"}