Airflow tutorial | Install Airflow | Write and run your first DAG | Apache airflow on Windows Docker
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- čas přidán 20. 09. 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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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/... - Věda a technologie
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!
Dear Friend, Glad it helped!
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This is really a great Guideline. Thank you for sharing.
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.
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after many tutorial i have watched, only this works on me:) thank youu
Dear Friend, Glad you like them!
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Thank you so much for sharing very useful video
Dear Friend - My pleasure 😊
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Fantastic tutorial! No one can explain better than this! Of course, I am yet to install docker and airflow, but anyway it should work.
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!
really looking forward to your video on setting up Postgres
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.
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@@SleekData Thank you so much! I'll try it out :)
to the point explanation thank you so much
Dear Friend - Thank you your kind feedback!
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If you could share our video/channel with your friends, we would be so grateful!
Once again thank you for your encouragement.
Thank you so much 😭💘
Dear Friend, Glad you like them!
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Thank you for your encouragement.
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
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.
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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'
Friend - pls double check docker files you should switch to correct user ids as i have done.
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!
It indicates Docker is encountering a permission issue while trying to create a network for your Airflow workspace.
what version of python do you use?
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!
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
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.
Thank you, made the same mistake as well and your correction saved me a lot ❤
Hello , I am getting cannot use relative path to connect to sqllite. Please use absolute path
Dude - Pls doublecheck file mounts in docker file, pls maintain the folder hierarchies just like mine.
I have a problem in the parte of cmd could you tell me how i can do that
Dear friend
I could you understand your problem, pls add a new command elaborating the issue.
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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
Dear Friend - pls refer the video at 6:10, I have told 2 ways to get your password.
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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"
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.
@SleekData thanks but the issue was resolved...I just refreshed the file on docker and it worked
can i implement this tutorial on production sir?
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.
can u give me reference tutorial deployment airflow on production sir?@@SleekData
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..
Could I schedual execute python script located in my local machine?
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.
Hi I am facing an issue with localhost 8080 is not responding
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.
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?
Dude - Pls try http vs https and localhost vs 127.0.0.1
Good Luck.
@@SleekData I am also facing the same error tried all the above solutions by yet stuck please help me out
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.
pls try to install git and retry.
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
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.
thanks a lot@@SleekData
Am getting error when running in visual code for welcome_dag.py saying that "No Module named Airflow",
Please help me with this
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.
Are these steps same for macOs?
Dude - Once you install docker and vs code for mac, the remaining steps are almost same. Good Luck.
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'
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.
czcams.com/video/OuRiX1XQgyY/video.html
Good luck, pls like and subscribe to stay up to date.
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.
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!
It didnt workout when i cliked on the link to open the webairflow interface. what can i do?
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.
the docker image you have is out of date, i am refused access and i cannot find the docker image file on dockerhub
came across the same error myself.. did you find any other image to run ?
@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
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.
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 ??
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?
@@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.
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
Dude - Please play the video side by side may be on another device/phone and check, it should work.
Good luck.
I am getting a
Import "airflow.operators.python_operator"
How can I fix this?
instead of python_operator use python, hopefully that will fix it!
pls try this - from airflow.operators.python_operator import PythonOperator
while running dockerfile,it is showing error.It's showing "error during connect".Please help me.
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.
i have a problem - "(root) Additional property coversion is not allowed" (5:42)
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.
where is content for dockerfile
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.
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.
Hi Dude - This is playlist, please watch full playlist you would get better understanding, it is just around 1 hour.
czcams.com/play/PLc2EZr8W2QIAI0cS1nZGNxoLzppb7XbqM.html&si=iAK3qM2qcZ69LgSi