Flower Server Deploy

The deploy action deploys a built Flower server container to orchestrate federated learning tasks. This action creates and manages the Flower server that coordinates clients.

Overview

The runtime deploys the Flower server container image to a Kubernetes cluster or remote execution environment. The deployed server will coordinate federated learning rounds and manage client communications.

Quick example with bare minimum parameters

import digitalhub as dh

# Create Flower server function
f = dh.new_function(
    name="my-flower-server",
    kind="flower-server",
    image="my-registry/my-flower-server:latest",
)

# Deploy the server
run = f.run(action="deploy")

Parameters

Function Parameters

Must be specified when creating the function.

Name	Type	Description
project	str	Project name. Required only when creating from the library; otherwise MUST NOT be set.
name	str	Name that identifies the object. Required.
kind	str	Function kind. Required. MUST BE flower-server
uuid	str	Object ID in UUID4 format.
description	str	Description of the object.
labels	list[str]	List of labels.
embedded	bool	Whether the object should be embedded in the project.
image	str	Docker image name of the built Flower server container. Required for deploy.
base_image	str	Base Docker image used for building (informational only for deploy).
requirements	list[str]	Python package requirements (informational only for deploy).

Task Parameters

Can only be specified when calling function.run().

Name	Type	Description
action	str	Task action. Required. MUST BE deploy
node_selector	list[dict]	Node selector for deployment.
volumes	list[dict]	List of volumes for the deployment.
resources	dict	Resource limits/requests for the deployment.
affinity	dict	Affinity configuration for the deployment.
tolerations	list[dict]	Tolerations for the deployment.
envs	list[dict]	Environment variables for the deployment.
secrets	list[str]	List of secret names for the deployment.
profile	str	Profile template for the deployment.

Run Parameters

Can only be specified when calling function.run().

Name	Type	Description
auth_public_keys	list[str]	List of public keys for client authentication.
insecure	bool	Disable TLS verification (default False).

Entity methods

Run methods

There are no additional run methods for this action.