03 Spark Streaming Local Environment Setup - Docker, Jupyter, PySpark and Kafka

Опубликовано: 07 Октябрь 2024
на канале: Ease With Data
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Video covers - How to setup Spark Streaming environment in Local Machine using Docker?

Chapters:
00:00 - Introduction
00:40 - Docker Desktop Installation
01:14 - Github clone
01:43 - Docker Setup
03:02 - PySpark Jupyter Lab Setup

URLs:
Docker Desktop: https://www.docker.com/products/docke...
Github URL: https://github.com/subhamkharwal/dock...
Jupyter Lab URL: http://localhost:8888/
Spark UI URL: http://localhost:4040/
Kafka bootstrap server URL: ed-kafka:9092

Docker command:
docker compose up

Kafka command:
To view all topics: kafka-topics --list --bootstrap-server ed-kafka:9092
To create a new topic: kafka-topics --create --topic test-topic --bootstrap-server ed-kafka:9092

Keywords: Apache Spark, PySpark, Spark Streaming, Real-time Data Processing, Data Streaming, Big Data Analytics, PySpark Tutorial, Apache Spark Tutorial, Streaming Analytics, Spark Structured Streaming, PySpark Streaming, Big Data Processing.

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