Apache Airflow 2.0 : Complete Distributed Configuration
Apache Airflow 2.0 : Complete Distributed Configuration, available at $49.99, has an average rating of 3.65, with 38 lectures, based on 29 reviews, and has 204 subscribers.
You will learn about Gain complete understanding of the apache airflow Learn different types of Executors and it's working principles Own a scalable distributed airflow setup which could be shared by multi teams in your organisation This course is ideal for individuals who are Curious on Big Data Technologies It is particularly useful for Curious on Big Data Technologies.
Enroll now: Apache Airflow 2.0 : Complete Distributed Configuration
Summary
Title: Apache Airflow 2.0 : Complete Distributed Configuration
Price: $49.99
Average Rating: 3.65
Number of Lectures: 38
Number of Published Lectures: 37
Number of Curriculum Items: 38
Number of Published Curriculum Objects: 37
Original Price: ₹1,499
Quality Status: approved
Status: Live
What You Will Learn
- Gain complete understanding of the apache airflow
- Learn different types of Executors and it's working principles
- Own a scalable distributed airflow setup which could be shared by multi teams in your organisation
Who Should Attend
- Curious on Big Data Technologies
Target Audiences
- Curious on Big Data Technologies
Airflow is a platform created by the community to programmatically author, schedule and monitor workflows. Airflow is one of the best open source orchestrators and it is used widely because it is simplicity, scalability and extensibility.
Main goal of this course is to achieve an Airflow distributed setup using Celery Executor and be able to run more than 100 jobs or DAGs in parallel at any instance in time. I cover Sequential, Local and Celery Executor in this course. We acquire few EC2 instances from AWS and configure these executors.
Airflow community recently released Airflow 2.0. It contains many amazing features like HA Scheduler, Massive performance improvement on scheduler as well as celery workers etc. I myself fascinated by airflow 2.0 performance and migrated all airflow 1.x to 2.x in my organisation.
I am adding a new module on apache airflow 2.0. Here, we begin the module by learning new enhancements and HA architecture of airflow 2.0. Next, we install Webserver, Scheduler, Celery workers and Flower components. At the end, we configure multiple schedulers and observe its performance.
In addition to this, we explore salient features like Login, Email alerting and Logs management.
By the end of this course, you own a great distributed airflow setup which could be shared by multi teams in your organisation.
Course Curriculum
Chapter 1: Introduction
Lecture 1: Introduction
Lecture 2: Motivation
Chapter 2: Install Airflow and Web Server walkthrough
Lecture 1: Installation
Lecture 2: Fundamental Concepts
Lecture 3: Airflow Config Walkthrough Part – 1
Lecture 4: Airflow Config Walkthrough Part – 2
Lecture 5: Airflow config hands-on section
Chapter 3: Sequential Executor with SQLite
Lecture 1: Components and Architecture
Chapter 4: Local Executor with Mysql
Lecture 1: Introduction
Lecture 2: Deep dive into Local Executor
Lecture 3: System Configuration
Lecture 4: Acquire 2 VMs from AWS
Lecture 5: (Doc) Install and configure Mysql
Lecture 6: Setup Local Executor
Lecture 7: Login
Lecture 8: Email setup, Templates and Priority
Lecture 9: Logs management
Lecture 10: Mysql airflow database walkthrough
Lecture 11: Benchmarking
Chapter 5: Celery Executor with Mysql and RabbitMQ
Lecture 1: Introduction
Lecture 2: Components and Architecture
Lecture 3: System Configuration
Lecture 4: (Doc) Install and Configure RabbitMQ
Lecture 5: Configure the Master Node
Lecture 6: Configure Worker nodes
Lecture 7: Sync Logs to S3 part – 1
Lecture 8: Sync Logs to S3 part – 2
Lecture 9: Flower
Lecture 10: Benchmarking
Chapter 6: Apache Airflow 2.0
Lecture 1: Enhancements
Lecture 2: Proposed HA Architecture
Lecture 3: Install Airflow 2.0.1
Lecture 4: Install Webserver
Lecture 5: Install Scheduler
Lecture 6: Install Celery Worker
Lecture 7: Install Flower
Lecture 8: Install Multiple Schedulers
Instructors
-
Ganesh Dhareshwar
Senior Data Engineer at Delivery Hero
Rating Distribution
- 1 stars: 0 votes
- 2 stars: 1 votes
- 3 stars: 7 votes
- 4 stars: 6 votes
- 5 stars: 15 votes
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