Docker and Kubernetes Streaming Pipelines Docker and Kubernetes are two popular containerization and orchestration technologies used in the world of software development and deployment. Creating streaming pipelines in Docker and Kubernetes typically involves setting up containers that can process and stream data from a source to a destination. - Docker Online Training Hyderabad
Streaming Pipeline Using Docker: 1. Create Docker Containers: Create Docker containers for the components of your streaming pipeline. You might have containers for data sources, processing units, and data destinations. Define the necessary logic, libraries, and configurations within each container. - Kubernetes Training Hyderabad 2. Networking: Ensure that the Docker containers are properly networked to allow data to flow between them. You can create custom Docker networks or use bridge networking to connect the containers. 3. Docker Compose: If you have multiple containers working together in your streaming pipeline, consider using Docker Compose to define and manage the orchestration of these containers. Docker Compose allows you to specify the relationships and dependencies between containers. - Docker Online Training 4. Stream Data: Implement the streaming logic within your containers. This might involve reading data from a source (e.g., Kafka, MQTT, a file, or an API), processing it within a container, and then streaming it to a destination (e.g., another service, a database, or another messaging system).