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Airflow explained in 3 mins 

TechTalkSourav
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Welcome to this quick 3-minute tutorial on the fundamentals of Airflow for Data Engineers!
Airflow is an open-source platform that helps manage, schedule, and monitor data pipelines. It provides a way to define workflows as directed acyclic graphs (DAGs) and execute them in a reliable, scalable, and maintainable way.
At its core, Airflow consists of three main components:
DAGs: A DAG is a collection of tasks with dependencies between them. Each task represents a unit of work, and the dependencies between tasks determine the order in which they should be executed.
Operators: An operator is a Python class that represents a single task in a DAG. There are many built-in operators in Airflow, such as BashOperator, PythonOperator, and SQLOperator, but you can also create your own custom operators.
Scheduler: The scheduler is responsible for triggering tasks based on their dependencies and the defined schedule. It manages the state of each task and ensures that they are executed in the correct order.
To use Airflow, you'll typically start by defining a DAG in a Python script. You'll then create tasks by instantiating operator classes and specifying their dependencies. Once you've defined your DAG, you can run it by starting the Airflow scheduler and worker processes.
Airflow provides a rich set of features that make it a popular choice for managing data pipelines, including:
- A web-based user interface for monitoring and managing DAGs
- Built-in support for task retries, logging, and alerting
- Integration with popular data storage and processing systems like Hadoop, Spark, and Kubernetes
An active community of contributors and plugins that extend its functionality.
Overall, Airflow is a powerful tool that helps Data Engineers manage complex data pipelines with ease. I hope this quick tutorial has given you a good overview of its fundamentals.
Thanks for watching!

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29 сен 2024

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Комментарии : 57   
@PeterKei-t8b
@PeterKei-t8b Год назад
This is very efficient communication of Airflow. Its excellent high level summary of Airflow that otherwise would be covered in 40min - 2h. Thanks Sourav!
@souravtechie
@souravtechie Год назад
No problem at all. Thank you for watching
@zeroOeffect
@zeroOeffect 2 месяца назад
ty for not wasting our time with filler, 11 out of 10
@souravtechie
@souravtechie 2 месяца назад
Thanks a lot!
@yes-ni1od
@yes-ni1od 2 месяца назад
dude literally did the opposite and added filler
@nikjojo
@nikjojo Год назад
0:44 wtf is that img search lmao
@sfincione2000
@sfincione2000 Месяц назад
It's the current prime minister of India, Modi... probably best not to go beyond that.
@HarlinSeritt
@HarlinSeritt 10 месяцев назад
Good job, Sourav. This helped a bit.
@souravtechie
@souravtechie 10 месяцев назад
For sure! I'm always happy to help out
@belyaev_maks
@belyaev_maks Год назад
Thanks and keep on improving your video presentation skills. Wish you best.
@scullyjolie4268
@scullyjolie4268 Год назад
Hello. And thanks, that was very helpful.
@souravtechie
@souravtechie Год назад
You're welcome 🙏 🙏 🙏
@ronakshah7241
@ronakshah7241 Год назад
Hey Sourav ! You have an excellent communication skills. Keep it up bro. Soon you will rock!
@souravtechie
@souravtechie Год назад
Thanks a ton Ronak! I will try my best
@hrishikeshparanjape
@hrishikeshparanjape 4 месяца назад
thanks bro helped a lot
@souravtechie
@souravtechie 4 месяца назад
Always welcome 🙏
@aligharaeini5971
@aligharaeini5971 4 месяца назад
perfect
@okpeamaka5279
@okpeamaka5279 2 дня назад
Best video for a brief description of airflow. Thank you.
@souravtechie
@souravtechie 2 дня назад
Thank you for watching 🙏
@thenextleapforward
@thenextleapforward 7 месяцев назад
Bruh this video is 4 minutes
@mjp96
@mjp96 6 месяцев назад
But only 3 min is pure Airflow
@DavidAyvar
@DavidAyvar Год назад
best explanation I've found. Thank you!
@souravtechie
@souravtechie Год назад
You're very welcome!
@bennylerner4462
@bennylerner4462 3 месяца назад
turn down that music bro
@souravtechie
@souravtechie 3 месяца назад
Thanks for the feedback! I will go back in time and fix it in a bit
@angcatoy4189
@angcatoy4189 Месяц назад
Awesome quick dive in for Airflow!
@souravtechie
@souravtechie Месяц назад
Thank you!
@merhaiakshay9625
@merhaiakshay9625 Год назад
Hey Sourav, Thanks for this video. if possible, please consider making a complete airflow tutorial including installation, Advanced setup/configuration and hands -on projects :)
@souravtechie
@souravtechie Год назад
Hi @merhaiakshay9625! Thank you for the suggestion. I have an installation video on my channel. Here is the link ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-GmN1emEe4Jo.html Sure, I can make a part 2 for it. If you have any particular recommendation for a hands-on project, please do let me know.
@anshumaaannnnnnnn
@anshumaaannnnnnnn 7 месяцев назад
Loved the video!
@souravtechie
@souravtechie 7 месяцев назад
Thank you Anshuman!
@kusumaoruganti5815
@kusumaoruganti5815 Год назад
hi please consider making a complete airflow tutorial please help
@souravtechie
@souravtechie Год назад
Hi @kusumaoruganti5815 yes I will make a full Airflow tutorial. I got few requests from other folks too. So, I will definitely make it sooner. And please feel free to let me know if you have any specific questions, I'm happy to help! Thank you
@rj-chauhan705
@rj-chauhan705 Год назад
You earned 1 sub. Thank you for this, keep posting videos
@souravtechie
@souravtechie Год назад
Thank you for the support. Yes I will!
@anilkinikar
@anilkinikar 7 месяцев назад
Nice and quick introduction of the Airflow. Thank you.
@souravtechie
@souravtechie 7 месяцев назад
You're very welcome Anil! Glad you enjoyed it.
@HameedMA-v9u
@HameedMA-v9u 4 месяца назад
Wow so amazing really simple and precise
@souravtechie
@souravtechie 4 месяца назад
Thank you!
@omnia_ex_nihilo
@omnia_ex_nihilo Год назад
A really good video! Short, clear and to the point! Hope you'll make more videos like that!
@souravtechie
@souravtechie Год назад
Thanks a lot! If you have any Data Engineering topics you'd like me to cover, please feel free to let me know. I will try my best
@fabienjoubert
@fabienjoubert 6 месяцев назад
I like. It's very clear. Thanks !
@souravtechie
@souravtechie 6 месяцев назад
You are very welcome!
@raphaelprates1500
@raphaelprates1500 9 месяцев назад
Thank you for the nice video!
@souravtechie
@souravtechie 9 месяцев назад
You are very welcome. If you would like me to make a video on any other Data Engineering topic, please do let me know
@Guruk18
@Guruk18 9 месяцев назад
narendra modi you had searched
@souravtechie
@souravtechie 9 месяцев назад
You got it! Haha
@abhimanyukarkara4218
@abhimanyukarkara4218 3 месяца назад
short, sweet and crisp!
@souravtechie
@souravtechie 3 месяца назад
Thanks you!
@CodeVeda
@CodeVeda 4 месяца назад
good explaination
@souravtechie
@souravtechie 4 месяца назад
Thanks you!
@michaelmartinez436
@michaelmartinez436 Год назад
Noooice! Very useful!! Thanks for sharing!!!
@souravtechie
@souravtechie Год назад
Happy to help! 🙏
@navneeth9
@navneeth9 9 месяцев назад
Super,
@souravtechie
@souravtechie 9 месяцев назад
Thank you Navneeth
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