Airflow tutorial | Install Airflow | Write and run your first DAG | Apache airflow on Windows Docker

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  • Опубліковано 20 вер 2023
  • How to Install Airflow on Windows
    Airflow local setup
    Create first airflow dag
    Installing Apache Airflow on Windows A Step-by-Step Guide
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    airflow scheduler
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    How to develop airflow dags on windows
    Airflow hello world dag
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    install airflow python
    install airflow locally
    install airflow using docker
    pip install airflow providers
    pip install airflow postgres
    How to Install Apache Airflow on Windows without Docker
    Installation of Airflow Airflow Documentation
    Install Apache Airflow on windows 10 without docker
    How to Install Apache airflow in windows machine using
    Apache Airflow Installation on Windows 10
    How to Install Apache Airflow
    Download Docker Desktop for Windows:
    docs.docker.com/desktop/insta...
    Download Visual Studio Code:
    code.visualstudio.com/download
    Any issues during wsl --update, then please refer below video:
    • How to install Windows...
    dockerfile, docker-compose.yml and welcome_dag.py codes:
    sleek-data.blogspot.com/2023/...
  • Наука та технологія

КОМЕНТАРІ • 97

  • @szymonolejniczak7342
    @szymonolejniczak7342 7 місяців тому +2

    I got here from some course on udemy as i wasnt able to set-up docker with their videos. Your alternate way worked perfectly! thank you very much!

    • @SleekData
      @SleekData  7 місяців тому

      Dear Friend, Glad it helped!
      To stay updated with our future content, I kindly request you to consider subscribing and liking our videos.
      If you could share our video/channel with your friends, we would be so grateful!
      Thank you for your encouragement.

  • @shafiulamin4128
    @shafiulamin4128 25 днів тому

    Cannot thank you enough. Everything working perfectly. I suppose my Airflow journey has just started .

    • @SleekData
      @SleekData  25 днів тому

      Dear Friend, Glad you like them!
      To stay updated with our future content, I kindly request you to consider subscribing and liking our videos.
      If you could share our video/channel with your friends, it would be so grateful!
      Thank you for your encouragement.

  • @mygmail-ti4js
    @mygmail-ti4js 8 місяців тому +1

    This is really a great Guideline. Thank you for sharing.

    • @SleekData
      @SleekData  8 місяців тому

      Dear Friend - Thank you your kind feedback! To stay updated with our future content, I kindly request you to consider subscribing and liking our videos. Your support is valuable to us. If you ever need technical support, please feel free to leave a comment on any of our videos, and we'll be sure to respond promptly or create a video addressing the issue.
      If you could share our video/channel with your friends, we would be so grateful!

  • @vinodtengli6882
    @vinodtengli6882 6 місяців тому

    Thank you so much for sharing very useful video

    • @SleekData
      @SleekData  6 місяців тому

      Dear Friend - My pleasure 😊
      To stay updated with our future content, I kindly request you to consider subscribing and liking our videos.
      If you could share our video/channel with your friends, we would be so grateful!
      Thank you for your encouragement.

  • @trunksssz
    @trunksssz Місяць тому

    after many tutorial i have watched, only this works on me:) thank youu

    • @SleekData
      @SleekData  Місяць тому

      Dear Friend, Glad you like them!
      To stay updated with our future content, I kindly request you to consider subscribing and liking our videos.
      If you could share our video/channel with your friends, we would be so grateful!
      Thank you for your encouragement.

  • @NandaAcademies
    @NandaAcademies 2 місяці тому

    Fantastic tutorial! No one can explain better than this! Of course, I am yet to install docker and airflow, but anyway it should work.

    • @SleekData
      @SleekData  Місяць тому

      Dear Friend -
      Thank you for your kind words! We're delighted to hear that you're enjoying our content. To stay updated with our future videos, consider subscribing and sharing with your friends. Your support means a lot to us. Thanks again for your encouragement!

  • @channuangadi7504
    @channuangadi7504 7 місяців тому +1

    to the point explanation thank you so much

    • @SleekData
      @SleekData  7 місяців тому

      Dear Friend - Thank you your kind feedback!
      To stay updated with our future content, I kindly request you to consider subscribing and liking our videos.
      If you could share our video/channel with your friends, we would be so grateful!
      Once again thank you for your encouragement.

  • @sfcsarah
    @sfcsarah 8 місяців тому +1

    really looking forward to your video on setting up Postgres

    • @SleekData
      @SleekData  8 місяців тому +1

      Dear Friend -
      Thank you for your interest! I understand that you're eager to get started, so I'd like to provide you with a high-level overview of the steps required to set up PostgreSQL as your metadata database, even before we create the video tutorial:
      sudo apt install libpq-dev
      sudo apt-get install postgresql
      sudo service postgresql start
      sudo -u postgres psql
      CREATE USER airflow PASSWORD 'airflow';
      CREATE DATABASE airflow;
      GRANT ALL PRIVILEGES ON ALL TABLES IN SCHEMA public TO airflow;
      Exit
      cd to airflow home
      vi airflow.cfg
      executor = LocalExecutor
      sql_alchemy_conn = postgresql+psycopg2://airflow:airflow@localhost/airflow
      We appreciate your support and would love it if you could like and subscribe to our channel to stay updated with our future content.
      If you could share our video/channel with your friends, we would be so grateful!
      Once again, thank you for your encouragement.

    • @sfcsarah
      @sfcsarah 8 місяців тому

      @@SleekData Thank you so much! I'll try it out :)

  • @shafiulamin4128
    @shafiulamin4128 27 днів тому

    Nice one mate. Very useful

    • @SleekData
      @SleekData  25 днів тому

      Dear Friend, Glad you like them!
      To stay updated with our future content, I kindly request you to consider subscribing and liking our videos.
      If you could share our video/channel with your friends, we would be so grateful!
      Thank you for your encouragement.

  • @aruk1040
    @aruk1040 4 місяці тому

    Thank you so much 😭💘

    • @SleekData
      @SleekData  4 місяці тому

      Dear Friend, Glad you like them!
      To stay updated with our future content, I kindly request you to consider subscribing and liking our videos.
      If you could share our video/channel with your friends, we would be so grateful!
      Thank you for your encouragement.

  • @a05n0pavithra7
    @a05n0pavithra7 День тому

    I have the bootstrap servers, using the bootstrap servers I wanted to consume messages from a particular topic in those bootstrap servers and using the in-built operator which is ConsumeFromTopicOperator. And the version of Apache Airflow I downloaded is 2.9.1
    Can you please help me with this?

  • @alaaeldinmanse5228
    @alaaeldinmanse5228 6 місяців тому

    I appreciate what you did , and hope you keep going , but there is something i have , the .yml file have more lines than you have in the video , that what i have got from apache airflow website , and i found there is more than on container have been created , Do you have an Explanation for this ? and i can't set my username and password

    • @SleekData
      @SleekData  6 місяців тому

      Dear Friend - Setup in this video is intended for development and testing purposes.
      But the yml file may be more suitable for higher environments:
      airflow.apache.org/docs/apache-airflow/2.7.3/docker-compose.yaml
      More over the password generally displayed in the log when you start for the very first time. other wise look at the folder path that i have shown in the video for the location of password file.
      To stay updated with our future content, I kindly request you to consider subscribing and liking our videos.
      If you could share our video/channel with your friends, we would be so grateful!
      Thank you for your encouragement.

  • @jeffs4810
    @jeffs4810 4 місяці тому

    Really enjoying this tutorial, but running into an issue on Windows 11. I can get the container to start if I remove the mounted volume from the YML file, but when the volume is included the container fails after a short time with errors that appear to be related to accessing the mounted folder. I can see that the 'airflow' folder is getting created. The error messages in the container log look something like this:
    FileNotFoundError: [Errno 2] No such file or directory: '/opt/airflow/logs/scheduler/2024-01-11'
    ...
    FileNotFoundError: [Errno 2] No such file or directory: '/opt/airflow/logs/scheduler'
    ...
    PermissionError: [Errno 13] Permission denied: '/opt/airflow/logs'

    • @SleekData
      @SleekData  4 місяці тому

      Friend - pls double check docker files you should switch to correct user ids as i have done.

  • @azizkanch5257
    @azizkanch5257 Місяць тому

    Firstly, thanks for the wonderful content. I have followed the steps precisely. However, while trying to do compose up, I am getting this error
    failed to create network airflow-workspace_default: Error response from daemon: failed to update bridge store for object type *bridge.networkConfiguration: read-only file system.
    Please help me. Thank you!

    • @SleekData
      @SleekData  Місяць тому

      It indicates Docker is encountering a permission issue while trying to create a network for your Airflow workspace.

  • @user-df1lk5fz3u
    @user-df1lk5fz3u 6 місяців тому

    THANK FOR THE COURSE
    I tried everything went well until I waited for the dag to appear on the web interface I saw nothing and then if I restarted the yaml the password no longer worked PLEASE SOME HELP FOR ME

    • @SleekData
      @SleekData  6 місяців тому

      Dear Friend - pls refer the video at 6:10, I have told 2 ways to get your password.
      To stay updated with our future content, I kindly request you to consider subscribing and liking our videos.
      If you could share our video/channel with your friends, we would be so grateful!
      Thank you for your encouragement.

  • @madtitan44
    @madtitan44 3 місяці тому

    Hello , I am getting cannot use relative path to connect to sqllite. Please use absolute path

    • @SleekData
      @SleekData  3 місяці тому

      Dude - Pls doublecheck file mounts in docker file, pls maintain the folder hierarchies just like mine.

  • @pushankarmakar1783
    @pushankarmakar1783 7 місяців тому +1

    theres a problem. at 5:44 in my computer its showing
    ✘ sleek-airflow Error 3.9s
    Error response from daemon: pull access denied for sleek-airflow, repository does not exist or may require 'docker login': denied: requested access to the resource is denied
    The terminal process "C:\WINDOWS\System32\WindowsPowerShell\v1.0\powershell.exe -Command docker compose -f "docker-compose.yml" up -d --build" terminated with exit code: 1.
    Can you please help me with this
    Edited: nevermind. it was a silly error. im keeping this in case someone makes the same mistake as me. i made the image with the name 'airflowstuff' but used the code given in the description which had the name as 'sleek-airflow' hence it wasnt able o find the image

    • @SleekData
      @SleekData  7 місяців тому +1

      Dear Friend -
      Did you complete the build step? during that step you are supposed to give a name for the image, I've given sleek-airflow as the name.
      So i have used sleek-airflow:latest in docker compose, what name did you give?
      once after sucessfull build it should locally create sleek-airflow:latest for you...if this is not available locally then it tries in the remote repo and gives you this error.
      Please watch the video once, you will get it.
      Good Luck, please like and subscribe.

    • @franklynchiemekam1682
      @franklynchiemekam1682 5 місяців тому +1

      Thank you, made the same mistake as well and your correction saved me a lot ❤

  • @shawnschreier5978
    @shawnschreier5978 2 місяці тому

    I had set this up perfectly last week and was able to set up some DAGs. However, now I get an error saying localhost did not send any data. Any guidance or help?

    • @SleekData
      @SleekData  2 місяці тому

      Dude - Pls try http vs https and localhost vs 127.0.0.1
      Good Luck.

    • @sanikabhosale6513
      @sanikabhosale6513 Місяць тому

      @@SleekData I am also facing the same error tried all the above solutions by yet stuck please help me out

  • @user-wm1hz8jm6z
    @user-wm1hz8jm6z 6 місяців тому

    I have a problem in the parte of cmd could you tell me how i can do that

    • @SleekData
      @SleekData  6 місяців тому

      Dear friend
      I could you understand your problem, pls add a new command elaborating the issue.
      To stay updated with our future content, I kindly request you to consider subscribing and liking our videos.
      If you could share our video/channel with your friends, we would be so grateful!
      Thank you for your encouragement.

  • @mathandnatureman
    @mathandnatureman 3 місяці тому

    Hi ,
    I am getting error while generating the build (4:02) like
    "ERROR: failed to solve: process "/bin/bash -o pipefail -o errexit -o nounset -o nolog -c apt-get update && apt-get -y install git && apt-get clean" did not complete successfully: exit code: 100"
    could you please help me out. Thanks.

    • @SleekData
      @SleekData  2 місяці тому

      pls try to install git and retry.

  • @basavarajpn4801
    @basavarajpn4801 4 місяці тому

    Am getting error when running in visual code for welcome_dag.py saying that "No Module named Airflow",
    Please help me with this

    • @SleekData
      @SleekData  4 місяці тому

      Dude - You can not run in vs code, you need develop in vs code and the execution has to be done in side docker container using airflow UI.

  • @ahmedtr4305
    @ahmedtr4305 2 місяці тому

    Could I schedual execute python script located in my local machine?

    • @SleekData
      @SleekData  2 місяці тому

      Dude - To execute a Python script in Apache Airflow, you typically use the PythonOperator provided by Airflow.
      Please search around that you will get an idea.
      Good luck., to stay updated with our future content, I kindly request you to consider subscribing and liking our videos.
      If you could share our video/channel with your friends, we would be so grateful!
      Thank you for your engagement.

  • @sureshm8687
    @sureshm8687 Місяць тому +1

    Hi I am facing an issue with localhost 8080 is not responding

    • @SleekData
      @SleekData  Місяць тому

      Dude - pls try http vs https as well as localhost vs 127.0.0.1
      Also make sure the port 80 / 8080 is forwarded in your docker config files as i did.
      Good Luck, appreciate if you could like and sub.

  • @sultanchissonobie8376
    @sultanchissonobie8376 8 місяців тому

    what version of python do you use?

    • @SleekData
      @SleekData  8 місяців тому

      Dear Friend - Currently the apache/airflow:latest and apache/airflow:2.5.2 images are Python 3.8 images.
      Any time you can reach out to this page to get latest information:
      airflow.apache.org/docs/apache-airflow/stable/installation/supported-versions.html
      Good Luck, we appreciate your support and would love it if you could like and subscribe to our channel to stay updated with our future content.
      Also if you could share our video/channel with your friends, we would be so grateful!

  • @mamadoubabadjanballo1977
    @mamadoubabadjanballo1977 2 місяці тому

    Hi, please i need your help. I can not lunch airflow. this is the error i am getting (
    sleek-airflow Error 3.3s
    Error response from daemon: pull access denied for sleek-airflow, repository does not exist or may require 'docker login': denied: requested access to the resource is denied
    * The terminal process "C:\Windows\System32\WindowsPowerShell\v1.0\powershell.exe -Command docker compose -f "docker-compose.yml" up -d --build" terminated with exit code: 1.
    * Terminal will be reused by tasks, press any key to close it.

    • @SleekData
      @SleekData  2 місяці тому

      Brother - Looks like the docker image build step was not done or not successful.
      Due that sleek-airflow is not available locally as a result it tries to find in the public docker remote repository.
      Please retry the video step by step, it should work.
      Good Luck, to stay updated with our future content, I kindly request you to consider subscribing and liking our videos.
      If you could share our video/channel with your friends, we would be so grateful!

  • @rajjoshi5111
    @rajjoshi5111 4 місяці тому

    hello buddy...thank you for the video...but i am having problem with the localhost:8080 page....it isnt opening and says "This page isn’t working localhost didn’t send any data. ERR_EMPTY_RESPONSE"

    • @SleekData
      @SleekData  4 місяці тому

      dude - pls try changing between http https?
      Good Luck, to stay updated with our future content, I kindly request you to consider subscribing and liking our videos.
      If you could share our video/channel with your friends, we would be so grateful!
      Thank you for your encouragement.

    • @rajjoshi5111
      @rajjoshi5111 4 місяці тому

      @SleekData thanks but the issue was resolved...I just refreshed the file on docker and it worked

    • @kartikeyapande5878
      @kartikeyapande5878 23 дні тому

      @@rajjoshi5111 I'm getting same error. Please help to resolve. @SleekData

    • @rajjoshi5111
      @rajjoshi5111 23 дні тому

      @@kartikeyapande5878 all I did was refresh the file on docker.... And I don't remember doing anything else

  • @IuryLeal-zj8ec
    @IuryLeal-zj8ec 3 місяці тому

    It didnt workout when i cliked on the link to open the webairflow interface. what can i do?

    • @SleekData
      @SleekData  3 місяці тому

      Dude - Pls revisit the video and see if you've opened the port in the docker file.
      also try with http vs https and also local host vs 127.0.0.1.
      Good luck, t
      o stay updated with our future content, I kindly request you to consider subscribing and liking our videos.
      If you could share our video/channel with your friends, we would be so grateful!
      Thank you for your comment.

  • @abubakarsiddiquem9358
    @abubakarsiddiquem9358 3 місяці тому

    Are these steps same for macOs?

    • @SleekData
      @SleekData  2 місяці тому

      Dude - Once you install docker and vs code for mac, the remaining steps are almost same. Good Luck.

  • @muhammadfaridansutariya4411
    @muhammadfaridansutariya4411 6 місяців тому

    can i implement this tutorial on production sir?

    • @SleekData
      @SleekData  6 місяців тому +1

      Dear Friend - This setup is intended for development and testing purposes, employing SQLite as the metadata database and the Sequential Executor. However, it is not recommended for production environments.
      For production use, it is advisable to use PostgreSQL metadata database and a more robust executor. Alternatively, in a cloud environment, consider utilizing managed Apache Airflow instances like AWS Managed Workflows for Apache Airflow, Google Cloud Composer, or the Airflow integration within Azure Data Factory.
      Also refer below yaml file to get fair idea about production kind of deployments.
      airflow.apache.org/docs/apache-airflow/2.7.3/docker-compose.yaml
      To stay updated with our future content, I kindly request you to consider subscribing and liking our videos.
      If you could share our video/channel with your friends, we would be so grateful!
      Thank you for your encouragement.

    • @muhammadfaridansutariya4411
      @muhammadfaridansutariya4411 6 місяців тому

      can u give me reference tutorial deployment airflow on production sir?@@SleekData

    • @SleekData
      @SleekData  6 місяців тому

      Bro - Are you not keen into managed Apache Airflow instances like AWS Managed Workflows for Apache Airflow, Google Cloud Composer, or the Airflow integration within Azure Data Factory?
      You can bring up scalable Airflow in mater of 5 to 10 minutes with these services.. and they are mostly pay as you go cloud model.
      Please note if you want to implement manually there are many things you need to consider:
      Executors (Workers)
      Metadata database
      Not sure what you have decided for these?
      Note: Please add new comment every time, because i do not get notifications on existing comments, so i some time miss to reply..

  • @Wolololo_Wololo
    @Wolololo_Wololo 3 місяці тому

    Hi, When I compose up, it shows the DAG Import Errors at the UI
    I used some module in the DAG and I installed the module locally. How to install the module into docker container?
    Broken DAG: [/opt/airflow/dags/podcast-summary.py] Traceback (most recent call last):
    File "", line 219, in _call_with_frames_removed
    File "/opt/airflow/dags/podcast-summary.py", line 7, in
    import xmltodict
    ModuleNotFoundError: No module named 'xmltodict'

    • @SleekData
      @SleekData  3 місяці тому +1

      Hi Dude - pls watch the next video, i have also given the link below, it talks about similar error and 2 ways to address it.
      ua-cam.com/video/OuRiX1XQgyY/v-deo.html
      Good luck, pls like and subscribe to stay up to date.

  • @hemav9981
    @hemav9981 6 місяців тому

    while running dockerfile,it is showing error.It's showing "error during connect".Please help me.

    • @SleekData
      @SleekData  6 місяців тому

      Dear Friend - this is error is not sufficient to provide some suggestions.
      May be please restart the PC and retry.
      To stay updated with our future content, I kindly request you to consider subscribing and liking our videos.
      If you could share our video/channel with your friends, we would be so grateful!
      Thank you for your encouragement.

  • @MitchMcCall-bd4ul
    @MitchMcCall-bd4ul Місяць тому

    the docker image you have is out of date, i am refused access and i cannot find the docker image file on dockerhub

    • @kian69topgun1
      @kian69topgun1 Місяць тому

      came across the same error myself.. did you find any other image to run ?

    • @MitchMcCall-bd4ul
      @MitchMcCall-bd4ul Місяць тому

      @kian69topgun1 no, my advice is dont run airflkw off of docker and find a tutorial that doesnt force you to use docker because its ultimately unnecessary just use a virtual environment in ubuntu

    • @SleekData
      @SleekData  Місяць тому

      Dear Friend -
      Did you complete the build step? during that step you are supposed to give a name for the image, I've given sleek-airflow as the name.
      So i have used sleek-airflow:latest in docker compose, what name did you give?
      once after sucessfull build it should locally create sleek-airflow:latest for you...if this is not available locally then it tries in the remote repo and gives you this error.
      Please watch the video once, you will get it.
      Good Luck, please like and subscribe.

  • @A_AMARI
    @A_AMARI 3 місяці тому

    hi sir, can you please check on this , when i click on the compse up it shows me this error " sleek-airflow Error 2.8s
    Error response from daemon: pull access denied for sleek-airflow, repository does not exist or may require 'docker login': denied: requested access to the resource is denied" can you help me please

    • @SleekData
      @SleekData  3 місяці тому

      Dude - sleek-airflow is build locally in the previous step, pls check it since its not available locally it is searching in the remote repo.
      Good luck, To stay updated with our future content, I kindly request you to consider subscribing and liking our videos.
      If you could share our video/channel with your friends, we would be so grateful!
      Thank you for your encouragement.

    • @A_AMARI
      @A_AMARI 3 місяці тому

      thanks a lot@@SleekData

  • @kartikeyapande5878
    @kartikeyapande5878 23 дні тому

    localhost:8080 page isnt opening and says "This page isn’t working localhost didn’t send any data. ERR_EMPTY_RESPONSE"

    • @SleekData
      @SleekData  22 дні тому

      Dude - In you main PC, open command prompt and issue ipconfig command
      and see if you can locate the ip address of your docker (See if you have anything like - Ethernet adapter vEthernet (WSL (Hyper-V firewall)))
      Now use that IP address instead local host, for example you fond the IP address as 192.168.16.1 then try this...
      192.168.16.1:8080/
      also pls try http and https both.
      Good luck, to stay updated with our future content, I kindly request you to consider subscribing and liking our videos.

    • @kartikeyapande5878
      @kartikeyapande5878 22 дні тому

      This worked. Thanks a lot. 👍🏻
      And yup, have subscribed you already.

  • @SouhaCherif-vp2vw
    @SouhaCherif-vp2vw 2 місяці тому

    hey i want to use sudo command and it keeps asking me to write the airflow password, but i cant seem to find it anywhere

    • @SleekData
      @SleekData  Місяць тому

      Dude - Please play the video side by side may be on another device/phone and check, it should work.
      Good luck.

  • @StsGamin
    @StsGamin 3 місяці тому

    Hy there is a problem in launching the UI as its not connecting. I tried to delete and rebuild the image, tried https still its not connecting. What to do ??

    • @SleekData
      @SleekData  3 місяці тому

      Dude - did you try opening the port in docker compose file?
      ports:
      - "8080:8080"
      also pls check if there are any errors in the docker log?

    • @deepaksinghchauhan489
      @deepaksinghchauhan489 3 місяці тому

      @@SleekData Hi bro I also face the same issue, my 8080 port is in use for some other thing, So I enter
      9000:9000 and then I ran, the container was built and working properly but when I clicked on for UI . It shows "This page Isn't working" and also, the login interface is not coming in my browser for airflow login.
      Although password is showing in my airflow folder.
      please help me in resolving this issue.

    • @ananddarji86
      @ananddarji86 3 дні тому

      Same issue i am facing @sleekdata

  • @ronin959
    @ronin959 3 місяці тому

    i have a problem - "(root) Additional property coversion is not allowed" (5:42)

    • @SleekData
      @SleekData  2 місяці тому +1

      Dude - May be you are running airlow with root, pls check docker and docker compose files...
      first try to exactly follow my files and then once every thing is up and running then do your changes on top.

  • @hurstilthymy4943
    @hurstilthymy4943 2 місяці тому

    I am getting a
    Import "airflow.operators.python_operator"
    How can I fix this?

    • @YukeshAS
      @YukeshAS 2 місяці тому

      instead of python_operator use python, hopefully that will fix it!

    • @SleekData
      @SleekData  Місяць тому

      pls try this - from airflow.operators.python_operator import PythonOperator

  • @mohsinrajpoot3780
    @mohsinrajpoot3780 7 місяців тому

    where is content for dockerfile

    • @SleekData
      @SleekData  7 місяців тому

      Dear friend - Here you go, you can also find the link in description:
      sleek-data.blogspot.com/2023/09/how-to-install-airflow-on-windows.html
      Good luck, pls don’t forget to hit like and subscribe.

  • @abinashkumar1533
    @abinashkumar1533 3 місяці тому

    these three tasks has been executed successfully , But where these tasks is excuted I do not know . How I executed this task I do not know. Just I know I have executed these tasks.
    A little knowlege is dangerous thing.

    • @SleekData
      @SleekData  3 місяці тому

      Hi Dude - This is playlist, please watch full playlist you would get better understanding, it is just around 1 hour.
      ua-cam.com/play/PLc2EZr8W2QIAI0cS1nZGNxoLzppb7XbqM.html&si=iAK3qM2qcZ69LgSi