Spark_Pyspark

• http://spark.apache.org/docs/latest/api/python/reference/index.html

Apache Spark using Python

1. https://github.com/dgadiraju/itversity-books/tree/master/Data%20Engineering%20Bootcamp/46%20Apache%20Spark%20using%20Python

2. https://github.com/dgadiraju/itversity-books/tree/master/starterkits/spark/python

3. A quick introduction to the Spark API https://lnkd.in/g8Y3tdhX

4. Overview of Spark - RDD, accumulators, broadcast variable https://lnkd.in/g7fepuFF

5. Spark SQL, Datasets, and DataFrames: https://lnkd.in/g3iZp7zk

6. PySpark - Processing data with Spark in Python https://lnkd.in/gBnh6PAi

7. Processing data with SQL on the command line https://lnkd.in/ggnxDaUu

8. Cluster Overview https://lnkd.in/guCQnJnv

9. Packaging and deploying applications https://lnkd.in/gUZpi2P9

10. Customize Spark via its configuration system https://lnkd.in/gZh8Vkmv

11. Monitoring - Track the behavior of your applications https://lnkd.in/grpGKFuP

12. Best practices to optimize performance and memory use https://lnkd.in/gTRYBDQu