| 1 - Important Prerequisites.mp4 | 16.9 MB | ||
| 1 - Important Prerequisites_en.srt | 2.2 KB | ||
| 1 - Introduction.mp4 | 3.8 MB | ||
| 1 - Introduction_en.srt | 2.1 KB | ||
| 1 - What to expect from Airflow 2.0.mp4 | 16.8 MB | ||
| 1 - What to expect from Airflow 2.0_en.srt | 1.8 KB | ||
| 1 - What to expect from Airflow 2.0_en.vtt | 13.4 KB | ||
| 1 - [BLOG POST] How to use the DockerOperator with Templating and Apache Spark.html | 921.6 B | ||
| 10 - [Practice] Changing the way your tasks are triggered.mp4 | 48.2 MB | ||
| 10 - [Practice] Changing the way your tasks are triggered_en.srt | 4 KB | ||
| 10 - [Practice] Changing the way your tasks are triggered_en.vtt | 12.5 KB | ||
| 10 - [Practice] Extracting users.mp4 | 21.8 MB | ||
| 10 - [Practice] Extracting users_en.srt | 5.8 KB | ||
| 10 - [VIDEO] The DockerOperator The Basics and more.mp4 | 183.2 MB | ||
| 10 - [VIDEO] The DockerOperator The Basics and more_en.srt | 28.1 KB | ||
| 11 - COUPON FOR MY OTHER COURSES.html | 512 B | ||
| 11 - [Practice] Processing users.mp4 | 160.8 MB | ||
| 11 - [Practice] Processing users_en.srt | 14.9 KB | ||
| 12 - [Practice] Storing users.mp4 | 45.1 MB | ||
| 12 - [Practice] Storing users_en.srt | 7.2 KB | ||
| 13 - [Practice] Order matters.mp4 | 10.3 MB | ||
| 13 - [Practice] Order matters_en.srt | 5.4 KB | ||
| 14 - [Practice] You data pipeline in action.mp4 | 15 MB | ||
| 14 - [Practice] You data pipeline in action_en.srt | 5.4 KB | ||
| 15 - Dag scheduling.mp4 | 6.9 MB | ||
| 15 - Dag scheduling_en.srt | 2.8 KB | ||
| 16 - [Practice] Backfilling and catchup.mp4 | 43.8 MB | ||
| 16 - [Practice] Backfilling and catchup_en.srt | 12.6 KB | ||
| 2 - Adios repetitive patterns.mp4 | 3.5 MB | ||
| 2 - Adios repetitive patterns_en.srt | 2.1 KB | ||
| 2 - Course Objectives.mp4 | 46.5 MB | ||
| 2 - Course Objectives_en.srt | 6.6 KB | ||
| 2 - Installing Elasticsearch.html | 2.6 KB | ||
| 2 - Quick Reminder About Docker.mp4 | 164.2 MB | ||
| 2 - Quick Reminder About Docker_en.srt | 11.1 KB | ||
| 2 - The default configuration.mp4 | 94.2 MB | ||
| 2 - The default configuration_en.srt | 10.7 KB | ||
| 2 - What is a DAG.mp4 | 13.9 MB | ||
| 2 - What is a DAG_en.srt | 1.4 KB | ||
| 2 - Why Airflow.mp4 | 4.9 MB | ||
| 2 - Why Airflow_en.srt | 2.7 KB | ||
| 2 - [BLOG POST] Apache Airflow with Kubernetes Executor.html | 1.1 KB | ||
| 3 - How the plugin system works.mp4 | 10.4 MB | ||
| 3 - How the plugin system works_en.srt | 7.5 KB | ||
| 3 - What is Airflow.mp4 | 114.5 MB | ||
| 3 - What is Airflow_en.srt | 13.8 KB | ||
| 3 - Who am I.mp4 | 30.9 MB | ||
| 3 - Who am I_en.srt | 3.8 KB | ||
| 3 - Who am I_en.vtt | 3.7 KB | ||
| 3 - [BLOG POST] How to use templates and macros in Apache Airflow.html | 1.2 KB | ||
| 3 - [Practice] Minimising DAGs with SubDAGs.mp4 | 94.3 MB | ||
| 3 - [Practice] Minimising DAGs with SubDAGs_en.srt | 17.7 KB | ||
| 3 - [Practice] Running Airflow on Docker with the Celery Executor.mp4 | 29.9 MB | ||
| 3 - [Practice] Running Airflow on Docker with the Celery Executor_en.srt | 13.6 KB | ||
| 3 - [Practice] Start scaling with the Local Executor.mp4 | 121.8 MB | ||
| 3 - [Practice] Start scaling with the Local Executor_en.srt | 4.7 KB | ||
| 3 - [Practice] Start scaling with the Local Executor_en.vtt | 10.4 KB | ||
| 3 - [Practice] Time to code your first DAG.mp4 | 6.4 MB | ||
| 3 - [Practice] Time to code your first DAG_en.srt | 3.4 KB | ||
| 4 - Development Environment.html | 6.6 KB | ||
| 4 - How Airflow works.mp4 | 14.9 MB | ||
| 4 - How Airflow works_en.srt | 8.8 KB | ||
| 4 - Scale to the infinity with the Celery Executor.mp4 | 22.6 MB | ||
| 4 - Scale to the infinity with the Celery Executor_en.srt | 11.2 KB | ||
| 4 - [BLOG POST] How to use timezones in Apache Airflow.html | 1.4 KB | ||
| 4 - [Practice] Adios SubDAGs, Welcome TaskGroups.mp4 | 22.6 MB | ||
| 4 - [Practice] Adios SubDAGs, Welcome TaskGroups_en.srt | 8 KB | ||
| 4 - [Practice] Creating a hook interacting with Elasticsearch.mp4 | 154.4 MB | ||
| 4 - [Practice] Creating a hook interacting with Elasticsearch_en.srt | 16.1 KB | ||
| 4 - [Practice] DAG Skeleton.mp4 | 24.5 MB | ||
| 4 - [Practice] DAG Skeleton_en.srt | 9.4 KB | ||
| 4 - [Practice] Running Airflow on Docker with the Local Executor.mp4 | 43.1 MB | ||
| 4 - [Practice] Running Airflow on Docker with the Local Executor_en.srt | 4.1 KB | ||
| 5 - Recap.mp4 | 3.9 MB | ||
| 5 - Recap_en.srt | 3.2 KB | ||
| 5 - Section-3-What-is-an-Operator.pdf | 49 KB | ||
| 5 - Sharing data between tasks with XComs.mp4 | 6.9 MB | ||
| 5 - Sharing data between tasks with XComs_en.srt | 4.7 KB | ||
| 5 - What is an Operator.mp4 | 5.5 MB | ||
| 5 - What is an Operator_en.srt | 3.3 KB | ||
| 5 - [BLOG POST] How to use the BashOperator.html | 512 B | ||
| 5 - [Practice] Creating the PostgresToElasticOperator.mp4 | 118 MB | ||
| 5 - [Practice] Creating the PostgresToElasticOperator_en.srt | 18.1 KB | ||
| 5 - [Practice] Installing Airflow 2.0.mp4 | 68.2 MB | ||
| 5 - [Practice] Installing Airflow 2.0_en.srt | 12 KB | ||
| 5 - [Practice] Scaling Airflow with the Celery Executor in action.mp4 | 163.3 MB | ||
| 5 - [Practice] Scaling Airflow with the Celery Executor in action_en.srt | 15.4 KB | ||
| 6 - Section-2-Quick-Tour-of-Airflow-CLI.pdf | 58.8 KB | ||
| 6 - [BLOG POST] Variables in Apache Airflow The Guide.html | 512 B | ||
| 6 - [Practice] Changing the executor.html | 1.3 KB | ||
| 6 - [Practice] Creating Table.mp4 | 69.9 MB | ||
| 6 - [Practice] Creating Table_en.srt | 11.8 KB | ||
| 6 - [Practice] The CLI in Airflow 2.0.mp4 | 101.4 MB | ||
| 6 - [Practice] The CLI in Airflow 2.0_en.srt | 7.5 KB | ||
| 6 - [Practice] The CLI in Airflow 2.0_en.vtt | 9.8 KB | ||
| 6 - [Practice] XComs in action.mp4 | 156.9 MB | ||
| 6 - [Practice] XComs in action_en.srt | 16.4 KB | ||
| 7 - Choosing a specific path in your DAG.mp4 | 4.4 MB | ||
| 7 - Choosing a specific path in your DAG_en.srt | 2.5 KB | ||
| 7 - Concurrency, the parameters you must know.mp4 | 188.6 MB | ||
| 7 - Concurrency, the parameters you must know_en.srt | 8.5 KB | ||
| 7 - Concurrency, the parameters you must know_en.vtt | 16.2 KB | ||
| 7 - [BLOG POST] Best Practices in Apache Airflow (part 1).html | 716.8 B | ||
| 7 - [Practice] The secret weapon.mp4 | 4.5 MB | ||
| 7 - [Practice] The secret weapon_en.srt | 2.1 KB | ||
| 7 - [Practice] What you need to know about the UI.mp4 | 70 MB | ||
| 7 - [Practice] What you need to know about the UI_en.srt | 13.2 KB | ||
| 8 - Key Takeaways.html | 921.6 B | ||
| 8 - The Providers.html | 3.1 KB | ||
| 8 - [Practice] Concurrency in practice.mp4 | 20.6 MB | ||
| 8 - [Practice] Concurrency in practice_en.srt | 8.3 KB | ||
| 8 - [Practice] Executing a task according to a condition.mp4 | 40.7 MB | ||
| 8 - [Practice] Executing a task according to a condition_en.srt | 11 KB | ||
| 8 - [VIDEO] Running Apache Airflow on a multi-nodes Kubernetes cluster locally.html | 716.8 B | ||
| 9 - Trigger rules or how tasks get triggered.mp4 | 12.7 MB | ||
| 9 - Trigger rules or how tasks get triggered_en.srt | 7.9 KB | ||
| 9 - Wait a second.html | 716.8 B | ||
| 9 - [BLOG POST] The PostgresOperator All you need to know.html | 716.8 B | ||
| 9 - [Practice] Is API available.mp4 | 26.6 MB | ||
| 9 - [Practice] Is API available_en.srt | 7.5 KB | ||
| Bonus Resources.txt | 307.2 B | ||
| Get Bonus Downloads Here.url | 204.8 B | ||
| Secting 5 - Defining a SLA in a DAG.pdf | 49.9 KB | ||
| Section 3 - A Quick Play With Backfill and Catchup.pdf | 524.4 KB | ||
| Section 3 - Adding Dependencies.pdf | 159.5 KB | ||
| Section 3 - How the Scheduler Works_.pdf | 112.3 KB | ||
| Section 3 - Introduction.pdf | 36.5 KB | ||
| Section 3 - Let's use Operators.pdf | 129.6 KB | ||
| Section 3 - Operator Relationships and Bitshift Composition.pdf | 62.2 KB | ||
| Section 3 - Recap.pdf | 77.2 KB | ||
| Section 3 - Time to Code Your First DAG.pdf | 308.1 KB | ||
| Section 3 - What is a DAG_.pdf | 64.3 KB | ||
| Section 3 - What is a Workflow_.pdf | 978.6 KB | ||
| Section 3 - What is an Operator_.pdf | 48.6 KB | ||
| Section 5 - Control Your Tasks With SLAs.pdf | 105.9 KB | ||
| Section 5 - Getting Results From PostgreSQL Using Hooks.pdf | 208.2 KB | ||
| Section 5 - How to Execute Tasks According To Criteria Using Branching_.pdf | 70.8 KB | ||
| Section 5 - How to Interact With External Sources Using Hooks_.pdf | 40.8 KB | ||
| Section 5 - How to Share Data Between Your Tasks With XCOM_.pdf | 59.4 KB | ||
| Section 5 - Introduction.pdf | 36.8 KB | ||
| Section 5 - Make Your First Conditional Task Using Branching.pdf | 313.3 KB | ||
| Section 5 - Minimising Repetitive Patterns With SubDAGs_.pdf | 49.4 KB | ||
| Section 5 - Minimising a DAG with SubDAGs.pdf | 349.7 KB | ||
| Section 5 - Recap.pdf | 60.5 KB | ||
| Section 5 - Sharing Your First Messages Using XCOMs.pdf | 723.2 KB | ||
| Section 6 - Adding Functionalities to Apache Airflow.pdf | 152.4 KB | ||
| Section 6 - Adding a View to Apache Airflow UI.pdf | 233.7 KB | ||
| Section 6 - Creating a Hook .pdf | 419 KB | ||
| Section 6 - Creating an Operator .pdf | 1.2 MB | ||
| Section 6 - Introduction.pdf | 31 KB | ||
| Section 6 - Recap.pdf | 56.3 KB | ||
| _Secting 5 - Defining a SLA in a DAG.pdf | 512 B | ||
| _Section 3 - A Quick Play With Backfill and Catchup.pdf | 512 B | ||
| _Section 3 - Adding Dependencies.pdf | 512 B | ||
| _Section 3 - How the Scheduler Works_.pdf | 512 B | ||
| _Section 3 - Introduction.pdf | 512 B | ||
| _Section 3 - Let's use Operators.pdf | 512 B | ||
| _Section 3 - Operator Relationships and Bitshift Composition.pdf | 512 B | ||
| _Section 3 - Recap.pdf | 512 B | ||
| _Section 3 - Time to Code Your First DAG.pdf | 512 B | ||
| _Section 3 - What is a DAG_.pdf | 512 B | ||
| _Section 3 - What is a Workflow_.pdf | 512 B | ||
| _Section 3 - What is an Operator_.pdf | 512 B | ||
| _Section 5 - Control Your Tasks With SLAs.pdf | 512 B | ||
| _Section 5 - Getting Results From PostgreSQL Using Hooks.pdf | 512 B | ||
| _Section 5 - How to Execute Tasks According To Criteria Using Branching_.pdf | 512 B | ||
| _Section 5 - How to Interact With External Sources Using Hooks_.pdf | 512 B | ||
| _Section 5 - How to Share Data Between Your Tasks With XCOM_.pdf | 512 B | ||
| _Section 5 - Introduction.pdf | 512 B | ||
| _Section 5 - Make Your First Conditional Task Using Branching.pdf | 512 B | ||
| _Section 5 - Minimising Repetitive Patterns With SubDAGs_.pdf | 512 B | ||
| _Section 5 - Minimising a DAG with SubDAGs.pdf | 512 B | ||
| _Section 5 - Recap.pdf | 512 B | ||
| _Section 5 - Sharing Your First Messages Using XCOMs.pdf | 512 B | ||
| _Section 6 - Adding Functionalities to Apache Airflow.pdf | 512 B | ||
| _Section 6 - Adding a View to Apache Airflow UI.pdf | 512 B | ||
| _Section 6 - Creating a Hook .pdf | 512 B | ||
| _Section 6 - Creating an Operator .pdf | 512 B | ||
| _Section 6 - Introduction.pdf | 512 B | ||
| _Section 6 - Recap.pdf | 512 B | ||
| ▲ 190 total files | |||
The Complete Hands-On Introduction to Apache Airflow (updated 10/2021)
https://TutGee.com
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 2.62 GB | Duration: 6h 5m
Learn to author, schedule and monitor data pipelines through practical examples using Apache Airflow
What you'll learn
Create plugins to add functionalities to Apache Airflow.
Using Docker with Airflow and different executors
Master core functionalities such as DAGs, Operators, Tasks, Workflows, etc
Understand and apply advanced concepts of Apache Airflow such as XCOMs, Branching and SubDAGs.
The difference between Sequential, Local and Celery Executors, how do they work and how can you use them.
Use Apache Airflow in a Big Data ecosystem with Hive, PostgreSQL, Elasticsearch etc.
Install and configure Apache Airflow
Think, answer and implement solutions using Airflow to real data processing problems
Requirements
VirtualBox must be installed - A VM of 3Gb will have to be downloaded
At least 8 gigabytes of memory
Some prior programming or scripting experience. Python experience will help you a lot but since it's a very easy language to learn, it shouldn't be too difficult if you are not familiar with.
Description
Apache Airflow is an open-source platform to programmatically author, schedule and monitor workflows. If you have many ETL(s) to manage, Airflow is a must-have.
In this course you are going to learn everything you need to start using Apache Airflow through theory and pratical videos. Starting from very basic notions such as, what is Airflow and how it works, we will dive into advanced concepts such as, how to create plugins and make real dynamic pipelines.
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