Flyte enables production-grade orchestration for machine learning workflows and data processing created to accelerate local workflows to production.

Flyte

<@USU6W5ATA> I have question with Image Spec
```custom_image = ImageSpec(
    name="flyte-kfpytorch-plugin",
    packages=["torch", "torchvision", "flytekitplugins-kfpytorch", "matplotlib", "tensorboardX",
    registry="localhost:30000",
)```
some lib is very large such as torch like above, This may reach timeout in pip install when building the image. Formally, how to set timeout for pip in this case

interesting.  we didn’t set timeout in the flytekit. seems like the timeout in envd

How long does it take to build this image

<@USU6W5ATA> The time build image will base on internet speed of user.

<https://stackoverflow.com/questions/50305112/pip-install-timeout-issue>

In my case, it's time out of pip install when envd was executing

could you give it a try
```ImageSpec(apt_packages=["git"], packages=["--timeout=1000 numpy"], registry="localhost:30000")```

<@USU6W5ATA> have you just updated it  ? =))

or this is trick for write script build before execute

this is trick. envd allows you to do that:joy: