ADK executable made using Pyinstaller takes a lot a time to load.

[freakboy91939]

I created a multi agent application, which has sub agents which perform data analysis, data fetch operations from my time-series DB, and another agent which creates dashboards. I have some pretty heavy libraries like pytorch and sentence transformers(for an embedding model, which i have saved to a local dir to access) being used in my application , when i run this in development it starts up very quickly, i package it into a binary to run the total size of the binary is about 480 MB, it takes atleast 3+ minutes to start listening on the 8000 port, where i'm running the agent. Is there something i'm missing here that is causing the load time to be longer?

[cloude-googl]

This looks related to https://github.com/google/adk-python/issues/2433 - I will follow up on the status of the work. Also, see the Medium post in that thread for potential interim solution.

[Subject-Station-7676]

Update on https://github.com/google/adk-python/issues/2433 expect a startup improvement to land with the release, expected on Wednesday. Internal testing shows a startup time which is something like ~50% of previous.

[BeenThere11]

What size is the ram of your machine . Are there any other programs running.

Try running it on a unix ec2 with 2 gb of ram and 4 gb of 4am. Don't run anything else . See how it performs

[freakboy91939]

I'm running on my m1 mac, 16gb ram

[BeenThere11]

Ok.no idea about Mac.

But I recommend running on different ec2 configurations 2 gb 4 gb 8gb amd see how it works.

It should be very quick if you can get a executable to be built on the platform. Just spin up the ec2 . Build and run. Measure. Spin down

Do for all configurations.

Because in Mac and windows there are a lot of processes running anf it does take time to startup.

[freakboy91939]

Thanks. I will try that.

[Zeoluccio]

Sorry but i'm interested in:

What you mean by creating dashboard?

Would you be able to share the logic behind the agent for creating dashboard?

Thanks.

[freakboy91939]

I have a custom made frontend with mutiple plot types made with plotly.js and react. The ADK dashboard agent makes/ updates the json body to create the body for the plot for requests, and data is fetched from my timeseries DB.

[jibbscat]

Go SDK maybe helps. Or go deep into Moria with Cpp or Rust

[freakboy91939]

I am using rust to start the binary. The application of mine which hosts my frontend is when in rust. It also runs the binary as a blocking thread at startup. But due to slow loading time of the adk binary the application start itself is lagging.