Refactor Kedro-Viz FAST API app creation

[ravi-kumar-pilla]

Description

On Kedro-Viz we have a FAST API app in the backend and we use uvicorn web server to host the app. We register our routers and also install corresponding dependencies.

We include 2 routers before we start the app -

1. Register a REST API router and the required dependencies
2. Register a graphQL router and the required dependencies

We also do some expensive operations like SQLiteStore initialization, import modules like NetworkX, Azure related imports for DeployerFactory.

These can slow down the app and increase the start time.

Context

We need to refactor the app creation phase and also defer unwanted imports to improve the app start time.

Possible Implementation

To improve kedro viz run time after run command is reached, we can explore and experiment with changes I started here based on the flame graph

Some of the observations made while working on improving performance for Kedro-Viz -

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• Module imports related to experiment tracking, strawberry graphQL (2-3sec) - We need to see if we can delay graphql call until someone clicks on ET, remove getVersions call (a middleware which ingests graphQL api app once a request for graphQL is made)
• Separate api app (main api + additional api) - This will help remove dependencies involved for other apis
• Module imports related to deployer factory (2-3sec) - Deferring deployer factory imports until a /deploy call is made
• Separate responses module and try to get the main route working quickly - This needs refactoring and breaking down our responses module.
• NetworkX takes time for import - Deferring the networkX import until used
• SQLiteStore initialization also takes time (reason for configure and bootstrap project taking time) - Need to find a way to defer store initialization (likely a North star)
• Apart from all the above improvements, uvicorn.run takes ~10sec to make the app available. Need to experiment by making a lighter app, reducing api routes and dependencies.

Checklist

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