fyp-report/diagrams/expandable_models_simple.d2

indata: "Input data" {
	shape: cylinder
}

node-manager: Node Manager {
	node1
	node2
	noden: "node..."

	node-manager->node1: Manage
	node-manager->node2: Manage
	node-manager->noden: Manage
}

model-database: Model database {
	shape: cylinder
}

model-runner: Model Runner {

	node: Node

	headless: Obatin Headless Model

	_.model-runner->headless: Start

	headless<->_.model-database: Request/Get Model

	headless<->node: Run/Result

	headless->model-search: Results

	model-search: Model Search {}

	model-search<->_.model-database: Request Head Models

	head-model: Head Model

	model-search->head-model: Obtain

	head-model<->node: Run/Result

	head-model->model-search: Unsatatisfary results, request new model
	head-model->results-cache: Unsatatisfary results, save results

	results-cache: Results Cache

	combine: Combine

	head-model->combine: Satisfary Results/No more options

	combine<-results-cache: Cached results Results

	combine->_.model-runner: Results
	
}

model-runner.node<->node-manager: Request/Gives node to run model

User.shape: Person

User->indata: Uploads data
User->model-database: Manages Models
User->model-runner: Request image for classification
model-runner->User: Give class of image

model-generation: Model Generation {}
User->model-generation: Requests Model
model-generation <-> indata: Requests Data
model-generation<->node-manager: Request/Gives node to train