June 2025
Beginner to intermediate
438 pages
9h 17m
English
Content preview from Dataproc CookbookBecome an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
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Index
A
- accelerator (see Spark RAPIDS)
- access controls, tokenizing PII, Problem-Tokenizing first name and last name using a Spark job
- accounts
- admin role, granting to users, Solution
- aggregation
- methods, Solution
- performance metrics, Discussion
- Airflow (see Apache Airflow)
- alerts
- charts, creating, Discussion
- notification channels, Discussion
- pending memory, Problem-Discussion
- triggers, Discussion
- Amazon Resource Name (ARN) (see ARN (Amazon Resource Name))
- Apache Airflow, Cloud Composer
- components, Solution-Planning the network and subnet IP ranges
- configuration, Discussion-Discussion
- Apache Metastore (see Hive Metastore)
- Apache Ranger
- architecture, Discussion
- authorization, Solution-Discussion
- installing, Problem-Copying the password to the GCS location
- policies, creating, Creating Ranger policies to secure access to folders-Creating a Ranger policy
- users, creating, Creating users in Ranger-Creating users in Ranger
- Apache Toree, Discussion
- Spark sessions, Running the first PySpark application
- API endpoints, creating clusters, Problem-Discussion
- application logs, Configuring Logging in Dataproc
- application-centric monitoring, Application-centric monitoring-Application-centric monitoring
- clusters, Solution
- applications
- big data
- migration planning, Problem-Upskilling
- performance and cost considerations, Problem-Discussion
- cluster size considerations, Discussion
- migrating to Google Cloud, Problem-Discussion
- Spark
- profiling, Problem-Critical path
- selecting ...
- big data
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.