Learning Apache Airflow with Python in easy way in 40 Minutes

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  • เผยแพร่เมื่อ 5 ต.ค. 2024

ความคิดเห็น • 130

  • @elghs2001
    @elghs2001 5 หลายเดือนก่อน +4

    Seriously, awesome video as I prep for an interview tomorrow morning to refresh/learn about Airflow and Docker. Thank you! The world is so much better with people willing to give their time like you! THANKS

  • @tanweer_ali
    @tanweer_ali 2 ปีที่แล้ว +4

    Hands down the best video of Airflow and Docker on TH-cam.

  • @ghwhg341
    @ghwhg341 2 ปีที่แล้ว +2

    among all the airflow tutorials on youtube, this is THE ONLY ONE that I can follow and get the exact same result as my life-saver Soumilshah does. others just throw some random and weird errors which made me wanna die. Thank you, life-saver!!!!

  • @Кирилл-к2я1ц
    @Кирилл-к2я1ц 2 ปีที่แล้ว +1

    Man, you can't even imagine how helpful for me was your video, thank you

  • @jordanfalcao3732
    @jordanfalcao3732 8 หลายเดือนก่อน

    Thank you very much! I really tried to find a video just with this Airflow basics and all others got errors. This is the first one that run nice and well.

  • @jeffreylim5920
    @jeffreylim5920 2 ปีที่แล้ว +27

    04:56 - Web UI overview
    12:30 - Install Airflow
    15:47 - docker-compose.yml
    20:47 - build first_dag
    27:58 - pass kwarg parameter to the executor
    30:36 - second function executor
    32:38 - xcom_push

    • @SoumilShah
      @SoumilShah  2 ปีที่แล้ว

      Thanks man I will add this in comment sections

    • @rayees_thurkki
      @rayees_thurkki 9 หลายเดือนก่อน

      Which software he is using to write docker yml code

  • @vedantchaudhari2295
    @vedantchaudhari2295 8 หลายเดือนก่อน

    This video really helps me to understand the basics of airflow very well , thanks

  • @christoptimist
    @christoptimist 3 หลายเดือนก่อน

    Really helpful for those who want to learn airflow.

  • @dhanaraj3361
    @dhanaraj3361 2 ปีที่แล้ว +5

    Excellent one, Thanks Soumil for all your efforts. It's slightly advanced and it's a great place to have the initial understanding

  • @jaldipupadhyay4910
    @jaldipupadhyay4910 ปีที่แล้ว

    Thank you Soumil, this video has saved me at least weeks of research!!!

  • @hamids2065
    @hamids2065 2 ปีที่แล้ว +1

    It was really nice watching your video :) Good material, and good sense of humor too.

  • @kkmahapatra8538
    @kkmahapatra8538 3 ปีที่แล้ว +1

    You sir are very good at explaining minor details. It helped me a lot, so thank you.

  • @ofranceable
    @ofranceable ปีที่แล้ว

    Great intro to this topic Soumil.
    I did have an error with "start_date" in the DAG(). Solved it by move it to the second param spot.

  • @akankshashivhare4573
    @akankshashivhare4573 2 ปีที่แล้ว

    It covers very basic but definitely a great one to start with. Thanks

  • @468hitman
    @468hitman 2 ปีที่แล้ว

    Excellent video, I was struggling to setup airflow from their official site. This made it so easy

  • @kaiwang2924
    @kaiwang2924 ปีที่แล้ว

    Wonderful tutorial video. Soumil is talking super fast, which saved us a lot of time learning. Usually it takes about 2 hours, I guess?

  • @sansri7680
    @sansri7680 2 ปีที่แล้ว

    Excellent video and you made me take off fast in airflow. Appreciate your help friend

  • @abhinandanpatil5027
    @abhinandanpatil5027 ปีที่แล้ว

    Thanks Soumil, this is really helpful to start with airflow.

  • @enigma_mysterium
    @enigma_mysterium 3 ปีที่แล้ว +1

    Thanks a lot for your efforts and enthusiasm! Thanks to people like you community expands their horizons!

  • @subhendurana6457
    @subhendurana6457 3 ปีที่แล้ว

    From piles of official docs, you just brought the crisp and clear material for kickstarting! liked and subscribed :)

  • @ruthrugezhao862
    @ruthrugezhao862 3 ปีที่แล้ว +2

    Love it and would be eve nicer if you can add timeline to the video and have the command line commands in the description!

  • @adrianmromero
    @adrianmromero 3 ปีที่แล้ว +1

    Greetings from Buenos Aires, Argentina, I really learned a lot. I´ll share your video.

  • @demohub
    @demohub ปีที่แล้ว

    This video was a great resource. Thanks for the tutelage and your take on it.

  • @rarewojak9135
    @rarewojak9135 3 ปีที่แล้ว +3

    nice video bro, greetings from Brazil!

  • @munmayabehera454
    @munmayabehera454 3 ปีที่แล้ว +1

    Perfect video to set up your environment and start your Airflow journey. Thanks Soumil, that was really helpful.

    • @eriktoby483
      @eriktoby483 3 ปีที่แล้ว

      sorry to be off topic but does anybody know a tool to log back into an Instagram account?
      I was dumb forgot the password. I would love any assistance you can give me.

    • @noesoren8510
      @noesoren8510 3 ปีที่แล้ว

      @Erik Toby Instablaster :)

    • @eriktoby483
      @eriktoby483 3 ปีที่แล้ว

      @Noe Soren I really appreciate your reply. I got to the site on google and I'm trying it out now.
      Seems to take a while so I will get back to you later with my results.

    • @eriktoby483
      @eriktoby483 3 ปีที่แล้ว

      @Noe Soren It did the trick and I now got access to my account again. I am so happy:D
      Thank you so much, you really help me out :D

    • @noesoren8510
      @noesoren8510 3 ปีที่แล้ว

      @Erik Toby happy to help xD

  • @chibuzonwankwo
    @chibuzonwankwo 2 ปีที่แล้ว +1

    Good day Soumil,
    I hope you saw and red my messages. Please can you do a scratch beginner tutorial on Data engineer and how to install all the necessary tools because in this video I'm completely lost. You didn't show how you installed all the tools you are using for data engineer (i.e. python, airflow, docker and it's container). Please it will be grateful if you do consider. Thanks ☺️

  • @imtiazahamed1632
    @imtiazahamed1632 2 ปีที่แล้ว +1

    Hello, I am new at apache airflow. Your videos of airflow are awesome and helped me to understand it. I have a request to you, I don't know is it possible to use airflow for php/mysql simple application Cron task. If yes, then it would be a great help for us if you make a video on it step by step like other videos.

  • @nikhilghodke3422
    @nikhilghodke3422 3 ปีที่แล้ว

    loved ur humility man, nice one

  • @NandaAcademies
    @NandaAcademies 6 หลายเดือนก่อน

    DAG means "Directed Acyclic Graph" that should have been told in the beginning of Airflow demo. I think you have missed it!

  • @riteshsharma2585
    @riteshsharma2585 3 ปีที่แล้ว

    Nicely Compiled and presented Soumil !

  • @hoavannguyen7229
    @hoavannguyen7229 2 ปีที่แล้ว

    Thanks, Soumil. It helps me a lot!

  • @praveenr4753
    @praveenr4753 2 ปีที่แล้ว

    Thank you so much it helped me a lot 😃😃😃😃

  • @shepherds314
    @shepherds314 3 ปีที่แล้ว

    One suggestion to beat the almighty algorithm. Don't swear in the video.
    It's not that I have a problem with profanity, but TH-cam after it flags you, restricts regions and demotes you in ranking. :(
    Amazing tutorial

  • @harikrishnathariboyina6005
    @harikrishnathariboyina6005 ปีที่แล้ว

    Hi Thanks for good demo. I see you are running Airflow in Windows pc. do we need to install Docker Desktop before we start ?

  • @memez4793
    @memez4793 2 ปีที่แล้ว

    many thanks for your videon it was very easy to follow:)

  • @vinodsamy
    @vinodsamy 9 หลายเดือนก่อน

    @soumil shah can we create Airflow Rest API using Nodejs as the backend if so can you please how I can config the env for that?Thanks for the great course:)

  • @prafulpatil1800
    @prafulpatil1800 3 ปีที่แล้ว +1

    Can you please share a video or setup for using Apache Airflow with Databricks.

  • @awengirr
    @awengirr 3 ปีที่แล้ว

    Man you hit that Enter HARD! :-D

  • @jamesattwood3454
    @jamesattwood3454 ปีที่แล้ว

    Really great video, thanks!!😁

  • @dragon3602010
    @dragon3602010 3 ปีที่แล้ว +2

    hello, merciii :)
    is it possible to have the tasks in nodejs for example ??

  • @sardormirzaev1265
    @sardormirzaev1265 3 ปีที่แล้ว

    That is verz helpful , thanks for your effort

  • @jafarakinfenwa475
    @jafarakinfenwa475 2 ปีที่แล้ว +1

    Hi, I followed through the video carefully but I seem to be getting this delay from making my web server come up: "project-webserver-1 | Sun 06 Mar 2022 07:59:39 AM UTC - waiting for Postgres... 9/20
    ". after a while, i get this: "postgres:5432 still not reachable, giving up".

  • @shivkrishnajaiswal8394
    @shivkrishnajaiswal8394 3 ปีที่แล้ว

    Helpful video!! Bookmarking it.

  • @SatyaMedidi
    @SatyaMedidi 2 ปีที่แล้ว

    Great Video Soumil. Do you have any sql alchemy or Pyodbc DAG

  • @ER-zj3jv
    @ER-zj3jv 2 ปีที่แล้ว

    Great video. Thank you!

  • @keithwhitson
    @keithwhitson 3 ปีที่แล้ว

    yeah, this is a wonderful video and perfect
    thank you

  • @sachinjain5852
    @sachinjain5852 ปีที่แล้ว

    Hi Soumil,
    I am working on Tidal Enterprise Scheduler
    tool now, is Airflow is same as Tidal?

  • @priyankachauhan3866
    @priyankachauhan3866 3 ปีที่แล้ว

    Nice video
    I found it fruitful 👍

  • @nielshoogeveen3767
    @nielshoogeveen3767 3 ปีที่แล้ว +1

    How can I import a local module (created with a setup.py) to use in a DAG?

  • @1UniverseGames
    @1UniverseGames 2 ปีที่แล้ว

    I have a question, can you use trained machine learning model which create DAG, and integrate it with Airflow or spark, can you make a video on that for job scheduling part.

  • @prasadkintali6560
    @prasadkintali6560 3 ปีที่แล้ว +2

    Nice presentation bro! I have a requirement where we have the schedule interval stored in a table and I need to schedule some python jobs based on the interval fetched from the table. Is it possible to pass the schedule_interval as parameter or is that need to be coded in DAG manually?

    • @peteru2872
      @peteru2872 5 หลายเดือนก่อน

      you can dynamically set the schedule interval for DAGs using the schedule_interval parameter, but it's typically set during DAG definition and remains static. However, for dynamic scheduling based on data from a table, you can create a DAG that reads the schedule intervals from the table at runtime, using an operator like PythonOperator. Within this operator, fetch the schedule intervals from the table, calculate the next execution time, and dynamically generate DAG runs accordingly. This approach allows for flexible scheduling based on your table data.

  • @ErikBrakkee
    @ErikBrakkee 3 ปีที่แล้ว +1

    do you lot need to restart airflow just to add a dag?

    • @maxkogan5922
      @maxkogan5922 3 ปีที่แล้ว +1

      I'm able to add Dags without restarting airflow takes a few second but it updates automatically

  • @rushic24
    @rushic24 2 ปีที่แล้ว

    Thanks Soumil, do you know how to install libraries like pip install tensorflow inside airflow container?

  • @olorundareagnes934
    @olorundareagnes934 ปีที่แล้ว

    Awesome tutorial!

  • @jitrammaharjan9506
    @jitrammaharjan9506 3 ปีที่แล้ว

    Thank you for this video

  • @sambidpradhan32
    @sambidpradhan32 3 ปีที่แล้ว +1

    Hey @soumil , i tried running the script..I am getting import error -ModuleNotFoundError: No module named 'termios'..
    i did some googling and found that windows doesnt have termios. I am getting this error while importing python operator. Did you get this error, if yes let me know how you solved this.

  • @birenderdahiya4089
    @birenderdahiya4089 3 ปีที่แล้ว

    Well done Man, awesome vedio.

  • @MrDaveaneo
    @MrDaveaneo ปีที่แล้ว

    For me, after creating the 3 docker containers, 8080 is listed as a port but is inaccessible. The other two ports work. Looking into it now.

  • @sandeshkurhade3242
    @sandeshkurhade3242 2 ปีที่แล้ว

    sir please show some more code and also how to connacet to pyspark data frame

  • @СергейТравкин-ь1щ
    @СергейТравкин-ь1щ 11 หลายเดือนก่อน

    how to launch air flow?
    what commands should I enter?

  • @ArounAmitabhDalawat
    @ArounAmitabhDalawat 3 ปีที่แล้ว

    Thanks for the video!

  • @vaibhavsikka2982
    @vaibhavsikka2982 2 ปีที่แล้ว

    hey, awesome video.
    which coding studio do you use in this video ?

  • @Qzbub
    @Qzbub ปีที่แล้ว

    Thanks a lot bro

  • @ayushishukla3138
    @ayushishukla3138 ปีที่แล้ว

    Hello sir!
    How to stop triggering next schedule if previous fail, using wait_for_downstream next schedule is running even though task is not started but i need not to trigger the next schedule at all
    How to do that sir plz help me.

  • @rayees_thurkki
    @rayees_thurkki 9 หลายเดือนก่อน

    Which software your using writing code “IJ”

  • @rahulshukla5033
    @rahulshukla5033 ปีที่แล้ว

    Keep going, keep growing.

  • @Fatimazahra-lw6qt
    @Fatimazahra-lw6qt 3 ปีที่แล้ว +1

    How to install apache airflow in windows please !!

  • @soumyadeepmukhopadhyay475
    @soumyadeepmukhopadhyay475 3 ปีที่แล้ว

    Hello Soumil, lovely video!

  • @penugondasaichand692
    @penugondasaichand692 ปีที่แล้ว

    how can we get data ?? i mean after doing preprocessing using pandas can we get data through airflow ??

  • @chowdarreddy3050
    @chowdarreddy3050 2 ปีที่แล้ว

    i have tried in the same way but i think we did n't mentioned any role but getting Error " webserver_1 | psycopg2.OperationalError: FATAL: role "airflow" does not exist"

  • @ParvezAlam-tr6zj
    @ParvezAlam-tr6zj 2 ปีที่แล้ว

    do we have to repeat the steps everytime we are creating a different project? it seems like we are installing Airflow again and again. Do we have any solution for that?

  • @vijaykumar-pt8hb
    @vijaykumar-pt8hb 2 ปีที่แล้ว

    Hi, Can I installed Apache airflow using .tar.gz file on production server? Thanks for the video.

  • @ammadkhan4687
    @ammadkhan4687 6 หลายเดือนก่อน

    do I have to build the docker container every time i add new dag?

  • @karthikr5884
    @karthikr5884 3 ปีที่แล้ว

    Nice video. Thank you

  • @rustt1921
    @rustt1921 3 ปีที่แล้ว

    Amazing bro
    love it

  • @ranjithkumarkarthic8696
    @ranjithkumarkarthic8696 2 ปีที่แล้ว

    Hi Soumil, Thanks for the knowledge sharing. I'm facing an issue while running "docker-compose up --build" command. Help me to fix this error. Below is the full error.
    ERROR: for webserver Cannot start service webserver: failed to create shim task: OCI runtime create failed: runc creat
    e failed: unable to start container process: error during container init: error mounting "/run/desktop/mnt/host/c/Ranji
    th/Learn_Airflow/project/config/airflow.cfg" to rootfs at "/usr/local/airflow/airflow.cfg": mount /run/desktop/mnt/host
    /c/Ranjith/Learn_Airflow/project/config/airflow.cfg:/usr/local/airflow/airflow.cfg (via /proc/self/fd/14), flags: 0x500
    0: not a directory: unknown: Are you trying to mount a directory onto a file (or vice-versa)? Check if the specified ho
    st path exists and is the expected type
    ERROR: Encountered errors while bringing up the project.

  • @introvertmind9199
    @introvertmind9199 ปีที่แล้ว

    Hi soumil, Is there way we can store the resulset of postgres read from pghook conmection to txt file and upload it to s3 bucket

  • @spradhan36
    @spradhan36 2 ปีที่แล้ว

    Do we need to create multiple python files to create multiple dags. For ex: I've 10 jobs to execute at different time intervals. I want to create 10 DAG's. How to do that ?

  • @homenature7218
    @homenature7218 3 ปีที่แล้ว

    Hello brother, I try follow your step, but it show error below:
    (Lerning_Airflow) D:\Mala\Project\Lerning_Airflow\project>docker-compose up --build
    ERROR: The Compose file '.\docker-compose.yml' is invalid because:
    services.webserver.volumes 'type' is a required property
    Could you help to solve it?

  • @manikandankrishnamoorthi1276
    @manikandankrishnamoorthi1276 ปีที่แล้ว

    Hi Soumil,
    where df.to_csv() will be stored ?

  • @2007selvam
    @2007selvam 2 ปีที่แล้ว

    Excellent One.

  • @adriannyamanga1580
    @adriannyamanga1580 3 ปีที่แล้ว

    damn. Straight to the point.

    • @SoumilShah
      @SoumilShah  3 ปีที่แล้ว

      Yup I don’t like going round and round

  • @mathankumars896
    @mathankumars896 2 ปีที่แล้ว

    Pls post your linkedin link and blog link in description

  • @abhijitkamune3976
    @abhijitkamune3976 3 ปีที่แล้ว

    Awsome video ... Pace is good ...

  • @martinm6108
    @martinm6108 2 ปีที่แล้ว

    Intro to Apache Airflow or you can call it Wind flow or Airpipe or Airpass it’s upto you really

  • @kenjskjsk
    @kenjskjsk 3 ปีที่แล้ว

    how to access csv file from my local folder in windows 10?
    I am okay running bash operator and calling the python script to run but I am having issue accessing local file it gives me error FileNotFoundError: [Errno 2] airflow. Thank you for your help.

  • @jeffreylim5920
    @jeffreylim5920 2 ปีที่แล้ว

    is "ti" special reserved keyword? 34:23

  • @hayathbasha4519
    @hayathbasha4519 3 ปีที่แล้ว

    Hi,
    We installed postgres image and we didn't saved anything to DB
    Does airflow store any dag information in db

  • @venkateshkalyan9429
    @venkateshkalyan9429 3 ปีที่แล้ว

    Thank you

  • @RandomGuy-df1oy
    @RandomGuy-df1oy ปีที่แล้ว

    Error Couldn't find env file ...\LOAD_EX=n

  • @jinkoofy
    @jinkoofy 3 ปีที่แล้ว

    excellent!

  • @akshayshewate6812
    @akshayshewate6812 3 ปีที่แล้ว

    Hi sir can you help with without using docker which one will be helpful debugging application with windows ( VScode or pycharm)

    • @akshayshewate6812
      @akshayshewate6812 3 ปีที่แล้ว

      Windows 10 + Ubantu sub system + local airflow server

  • @shivavarmarebel5134
    @shivavarmarebel5134 ปีที่แล้ว

    Hi I'm facing the dag import error

  • @saimanideepanumula9715
    @saimanideepanumula9715 3 ปีที่แล้ว

    Hey soumil. at 17:43 in the video. I'm getting 'docker-compose' is not recognized as an internal or external command,
    operable program or batch file.
    How to fix this in windows 10. I tried installing docker in windows but no use. Please help me with this.

    • @Rajgupta-fh3yt
      @Rajgupta-fh3yt 3 ปีที่แล้ว

      is ur docker up and running in local ?. if not check ur wsl version,virtulisation seeting enabled.

  • @basavrajningadali8990
    @basavrajningadali8990 2 ปีที่แล้ว

    yaml: line 25: did not find expected '-' indicator
    plshelp

  • @rajkumardubey5486
    @rajkumardubey5486 หลายเดือนก่อน

    I am getting the cgitb error

  • @grzegorzmajewski591
    @grzegorzmajewski591 ปีที่แล้ว

    Mam dowód że Google nadal używa Apacze 2.0 na Python

  • @dasa665
    @dasa665 3 ปีที่แล้ว

    bro can you tell me how to debug this ?

  • @sanchitmoraskar5850
    @sanchitmoraskar5850 ปีที่แล้ว

    Is anyone having issue while importing PythonOperator?

  • @diego.camina
    @diego.camina 3 ปีที่แล้ว

    thanks friend! :)