Install spark and PySpark on Windows | Spark Installation Guide

Опубликовано: 28 Сентябрь 2024
на канале: learn by doing it
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#pyspark #spark #dataengineer #azuredataengineer

How to install spark and PySpark on Windows
use pyspark in jupyter notebook

we're going to setup Apache Spark (PySpark) on Windows PC where we have installed JDK, Python, Hadoop and Apache Spark.

This video shows how we can install pyspark on windows and use it with jupyter notebook.
pyspark is used for Data Science( Data Analytics ,Big data, Machine Learning etc)


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Chapters:
0:00 Introduction
0:55 Anaconda Installaton
1:44 Java Jdk install for spark
3:28 apache spark installation
4:54 winutils setup
5:50 environmental setup
7:52 pyspark setup

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Steps to follow

Download urls:

Anaconda- https://www.anaconda.com/download
Java jdk- https://www.oracle.com/in/java/techno...
Apache spark - https://spark.apache.org/downloads.html
Winutils- https://github.com/cdarlint/winutils

commands
1.conda create new --name pyspark
2.conda activate pyspark
3.conda install -c conda-forge findspark
4.conda install jupyter or pip install jupter notebook
5.jupyter notebook

command to check
import findpark
findspark.init()
findspark.find()
import pyspark

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what we have covered in this video:


Audience

This tutorial has been prepared for professionals/students aspiring to learn deep knowledge of Big Data Analytics using Apache Spark and become a Spark Developer and Data Engineer roles. In addition, it would be useful for Analytics Professionals and ETL developers as well.

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Hope you liked this video and learned something new :)
See you in next video, until then Bye-Bye!

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#pyspark #bigdata #datascience #dataanalytics #datascientist #spark #dataengineering #apachespark