Data Pipelines With Apache Airflow(1st Edition)

Book details

Book Price $0 : Data Pipelines With Apache Airflow Teaches You How To Build And Maintain Effective Data Pipelines.SummaryA Successful Pipeline Moves Data Efficiently, Minimizing Pauses And Blockages Between Tasks, And Keeping Processes Along The Way Operational. Apache Airflow Provides A Single Customizable Environment For Building And Managing Data Pipelines, Eliminating The Need For A Hodgepodge Collection Of Tools, Snowflake Code, And Homegrown Processes. Using Real-world Scenarios And Examples, This Book Teaches You How To Simplify And Automate Data Pipelines, Reduce Operational Overhead, And Smoothly Integrate All The Technologies In Your Stack.About The TechnologyData Pipelines Manage The Flow Of Data From Initial Collection Through Consolidation, Cleaning, Analysis, Visualization, And More. Apache Airflow Provides A Single Platform You Can Use To Design, Implement, Monitor, And Maintain Your Pipelines. It Features Easy-to-use UI, Plug-and-play Options, And Flexible Python Scripting.About The BookData Pipelines With Apache Airflow Teaches You How To Build And Maintain Effective Data Pipelines. You’ll Explore The Most Common Usage Patterns, Including Aggregating Multiple Data Sources, Connecting To And From Data Lakes, And Cloud Deployment. Part Reference And Part Tutorial, This Practical Guide Covers Every Aspect Of The Directed Acyclic Graphs (DAGs) That Power Airflow, And How To Customize Them For Your Pipeline’s Needs.What's InsideBuild, Test, And Deploy Airflow Pipelines As DAGsAutomate Moving And Transforming DataAnalyze Historical Datasets Using BackfillingDevelop Custom ComponentsSet Up Airflow In Production EnvironmentsAbout The AudienceFor DevOps, Data Engineers, Machine Learning Engineers, And Sysadmins With Intermediate Python Skills.About The AuthorsBas Harenslak And Julian De Ruiter Are Data Engineers With Extensive Experience Using Airflow To Develop Pipelines For Major Companies. Bas Is Also An Airflow Committer.PLEASE NOTE: When You Purchase This Title, The Accompanying PDF Will Be Available In Your Audible Library Along With The Audio. See more