Streamlit CI/CD Deployment on Azure Cloud without Docker

Streamlit CI/CD Deployment on Azure Cloud without Docker | Azure ML Tutorial

Рет қаралды 23,247

2 жыл бұрын

This Azure ML Tutorial teaches
1. Creating a Python App Service on Azure App Service
2. Connecting Azure App Service with Github Repo CI CD
3. Understand the Github Action of Streamlit App Push
4. Azure App Service Startup Command
5. Streamlit App Deployed up and running
#streamlit #mldeployment #azureml

Пікірлер: 56

@cristiangodoy8728 Жыл бұрын

I was about to give up deploying my voila app until I saw your video! Now my app is up and running on azure. Thanks a lot!!

@1littlecoder Жыл бұрын

I'm very glad to know this helped. :)

@janlauzy1404 Жыл бұрын

Tutorial is very up to date. It guided me flawlessly. My app deployment is just taking time, hopefully not that long

@1littlecoder Жыл бұрын

I hope it works fine. Thank you for the update

@user-cs6cp2zw7n Жыл бұрын

Very helpful for a newbie! Deploying my first app and I was petrified until seeing your video. Thanks for sharing!

@1littlecoder Жыл бұрын

Glad it was helpful

@vivekan97 2 жыл бұрын

Clear and concise tutorial on CI/CD. Good content ! My suggestion is that you shall try to post a video about serverless concepts if not already. Thank you !

@1littlecoder 2 жыл бұрын

Thank you very much. This was my first video on azure so was a bit skeptical on the quality but thanks for the comment. I'll plan some serverless content

@jisasrameshbhaipatel7419 Жыл бұрын

@@1littlecoder hiii, can you help me with this errror i got while while the deploy was running in actions : Run azure/webapps-deploy@v2 Package deployment using ZIP Deploy initiated. Fetching changes. Cleaning up temp folders from previous zip deployments and extracting pushed zip file /tmp/zipdeploy/5ae0e18b-4363-47d7-b982-78e9f3129cbe.zip (24.51 MB) to /tmp/zipdeploy/extracted Error: Failed to deploy web package to App Service. Error: Deployment Failed, Package deployment using ZIP Deploy failed. Refer logs for more details. App Service Application URL: olympiceda.azurewebsites.net

@mrjmrezende 3 ай бұрын

I tried follow this instructions, but I did somethings differents: I used Python 12 and connect with Azure Devops Repo. When I run the project, I see the page "Application Error". In the log show that: - /tmp/[...]/antenv/bin/python: No module named streamlit - Container xxx didn't respond to HTTP pings on port: 8000 Someone can help me with this issues?

@Fordtruck4sale Жыл бұрын

Thanks so much my app is up thanks to you!

@1littlecoder Жыл бұрын

Happy to help

@AndrewGruskin Жыл бұрын

This is a very good summary and HOWTO. It would be interesting to see an update using Azure Key Vault rather than relying on Streamlit secrets. I've had difficulties with the format of the toml file.

@csalaberry 2 ай бұрын

thank you, super helpful

@otrovideomas 2 ай бұрын

Great! You saved my day!

@1littlecoder 2 ай бұрын

Glad I could help!

@SadeghShahmohammadi Жыл бұрын

Nice. Many thanks!

@1littlecoder Жыл бұрын

My pleasure!

@cubasdf 2 ай бұрын

great video!

@Chumpchamp03 9 ай бұрын

amazing. great job

@1littlecoder 9 ай бұрын

Thanks for the visit

@gregal92150 Жыл бұрын

Great video that helped me a lot! Much much tanks. Just wanted to know if it's possible to integrate an ML model API through the same github action, on that same azure web app ressource, or should I create an Azure ML ressource and connect them together please?

@AlanMartinezalnmb 6 ай бұрын

thanks!

@satyamohanty6517 Жыл бұрын

i have made a streamlit web app using huggingface model .By using Azure web service and github action i am getting some error in deployment. can you tell me is this approach is correct to deploy a hugging face model web app?

@erensarnic4058 Жыл бұрын

What is the thing with websocket? Because of it my app is being stuck in "Please Wait ..." window. Same issue in GCP and AWS. Maybe streamlit changed some configuratiıns?

@joxa6119 Жыл бұрын

So the Actions yaml file will be created by Azure, or we need to create it by ourselves?

@user-le6nt5mm8q 8 ай бұрын

Can we get the startup command for this? I am getting Application Error message even for streamlit hello command

@saik2026 3 ай бұрын

were you able to fix your error? i am getting an error at hello command as well

@santoshrathod9582 6 ай бұрын

I am getting error can anyone help? Deployment Failed. deployer = GITHUB_ZIP_DEPLOY deploymentPath = ZipDeploy. Extract zip. Remote build. Error: Failed to deploy web package to App Service. Error: Deployment Failed, Package deployment using ZIP Deploy failed. Refer logs for more details.

@pauldriessens715 3 ай бұрын

the url (azure one) that you create is that a private one?

@vishnuvallabhyathavakilla2693 Жыл бұрын

can we do the same using gradio

@nikitkashyap9192 9 ай бұрын

thankyou

@freeelektron6285 Жыл бұрын

Unfortunately, I always have the same error "Application error". The app is running fine on my computer and the deployment was successfull.

@massibob2004 Жыл бұрын

Same issue

@eosovngas4285 3 ай бұрын

Excellent explanation, thank you very much for sharing this tutorial, I have a question about how you would deploy a streamlit app with multiple pages, given that that app services configuration did not work for me. could you support me greetings from Chile

@ocbhu8666 7 ай бұрын

Can you share the github repo for easy replication

@drivebuss8079 Жыл бұрын

my deployment running forever in Github. and after 25 mins, I receive Failed to deploy web package to App Service.

@1littlecoder Жыл бұрын

then it might be a problem please try to republish it

@drivebuss8079 Жыл бұрын

@@1littlecoder I had to use python3.9 -m ..... in the command. It worked now

@cloudli2431 Жыл бұрын

@@drivebuss8079 how did you fix the deployment failure in Github?

@sharathchandra1580 Жыл бұрын

Is the selection basic B1 will be chargeable?

@1littlecoder Жыл бұрын

As long as it doesn't say Free, it's chargeable

@rohitkrsingh 2 жыл бұрын

Awesome, can we have same stuff for AWS using sagemaker ?

@1littlecoder 2 жыл бұрын

It definitely should be, just that I've not done it.

@hahoaphuoc Жыл бұрын

I tried this run command on web app, but app “please wait” all the time, why?

@1littlecoder Жыл бұрын

Probably the build process hasn't finished properly

@hahoaphuoc Жыл бұрын

@@1littlecoder I did test on local machine, it run well with local host. A page is very simple, show graph. My goal is check to see how to run deploy in development center. But it does not work. Can you test it again on your computer, may be microsoft change something