February 2021
Beginner to intermediate
274 pages
5h
English
Content preview from Data Pipelines Pocket ReferenceBecome 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,
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.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.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.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.
Index
A
- abstraction layer between source system and ingestion, Introduce Abstraction
- Airflow
- additional pipeline tasks handled by DAGS, Additional Pipeline Tasks-Data Validation Checks
- building DAGs, Building Airflow DAGs-An ELT Pipeline DAG
- ELT pipeline DAG, An ELT Pipeline DAG-An ELT Pipeline DAG
- simple DAG, A Simple DAG
- coordinating multiple DAGs with Sensors, Coordinating Multiple DAGs with Sensors
- ingesting DAG run history from, Ingesting DAG Run History from Airflow-Ingesting DAG Run History from Airflow
- managed options, Managed Airflow Options
- setup and overview, Apache Airflow Setup and Overview-Operators
- Airflow database, Airflow Database
- executors, Executors
- installing and configuring Airflow, Installing and Configuring
- official documentation site, Web Server and UI
- operators, Operators
- Quick Start Guide, Installing and Configuring
- schedulers, Scheduler
- web server and UI, Web Server and UI
- storing data from in data warehouse, Prepping the Data Warehouse
- using validation test in DAG, Usage in an Airflow DAG
- alerts and notifications
- handling in Airflow, Alerts and Notifications
- sending Slack notification on validation test failure, Extending the Framework-Extending the Framework
- Amazon Athena, Using Your File Storage as a Data Lake
- Amazon Redshift (see Redshift data warehouse)
- Amazon Redshift Spectrum, Using Your File Storage as a Data Lake
- Apache Airflow (see Airflow)
- Apache Atlas, Limits of Schema-on-Read
- Apache Kafka (see Kafka)
- Apache Kafka Connect, Streaming Data Ingestions with Kafka and Debezium ...
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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.