Build Azure pipeline for accent scoring service

cockatoos / sprint-board

Dummy project to keep track of sprint board tickets

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Build Azure pipeline for accent scoring service #15

Open ansonmiu0214 opened 3 years ago

ansonmiu0214 commented 3 years ago

Build a pipeline for the web app to talk to Azure:

Web app sends HTTP post request to Azure Function with some request parameters
Azure Function invokes a model deployed by Azure AI and obtains a score
Azure Function sends HTTP response to web app with the score

Some things to discuss:

What is the max timeout for Azure Functions?

Useful links:

https://docs.microsoft.com/en-us/azure/azure-functions/functions-bindings-http-webhook-trigger?tabs=javascript

jyz16 commented 3 years ago

Useful tutorials:

https://www.serverlessnotes.com/docs/leverage-cognitive-services-with-azure-functions https://tutorials.visualstudio.com/azure-functions-cognitive/intro

Default timeout for Azure functions is 5 min, which should be enough for our use case.

jyz16 commented 3 years ago

Probably cheaper and more sensible to load trained model to Azure Function and handle the accent scoring, instead of making a subsequent call to Cognitive Services.