@ancient-wolf-19325 Is there a way to programmatically register a workflow which depends on a custom image?

Yes, you can programmatically register a Flyte workflow that depends on a custom image by specifying the image using the

container_image

parameter in the

@task

decorator and then using the FlyteRemote Python API or the

pyflyte register

CLI. The custom image can be defined via an

ImageSpec

object, and FlyteRemote allows you to register workflows and tasks programmatically, including passing an image configuration if needed. For example, you can use

remote.register_workflow()

and provide the appropriate image configuration for your tasks that require a custom image. See the ImageSpec documentation and FlyteRemote usage for details. If you want to use the CLI, you can also pass the

--image

flag to

pyflyte register

to specify the custom image at registration time, which avoids hardcoding the image in your code and supports CI/CD workflows. See Registering workflows for more information. Would you like more detail or a code example? Sources: - ImageSpec documentation - Registering workflows 👍 0 button 👎 0 button 💡 Hint: Mention @runllm in the thread for followups.

@ancient-wolf-19325 Is there a way to use flytekit remote object to register a workflow which depends on a custom image?

Yes, you can use the FlyteRemote object to programmatically register a workflow that depends on a custom image. When registering, you must ensure that the tasks reference the desired image, either by specifying the

container_image

parameter in the

@task

decorator or by providing an image configuration (such as an

ImageConfig

or

ImageSpec

) in the

SerializationSettings

passed to

register_workflow

. See the FlyteRemote registration example for details. However, the data sources do not provide a full, explicit code example for using FlyteRemote with a custom image, but they confirm that it is possible by passing an image configuration to the registration call. Would you like more detail or a step-by-step code example? Sources: - FlyteRemote registration example 👍 0 button 👎 0 button 💡 Hint: Mention @runllm in the thread for followups.