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metagraphoptimization.jl/src/graph/validate.jl
Anton Reinhard 5a30f57e1f
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Add scheduling, machine info, caching strategies and devices (#9)
Reviewed-on: Rubydragon/MetagraphOptimization.jl#9
Co-authored-by: Anton Reinhard <anton.reinhard@proton.me>
Co-committed-by: Anton Reinhard <anton.reinhard@proton.me>
2023-10-12 17:51:03 +02:00

78 lines
2.0 KiB
Julia

"""
is_connected(graph::DAG)
Return whether the given graph is connected.
"""
function is_connected(graph::DAG)
nodeQueue = Deque{Node}()
push!(nodeQueue, get_exit_node(graph))
seenNodes = Set{Node}()
while !isempty(nodeQueue)
current = pop!(nodeQueue)
push!(seenNodes, current)
for child in current.children
push!(nodeQueue, child)
end
end
return length(seenNodes) == length(graph.nodes)
end
"""
is_valid(graph::DAG)
Validate the entire graph using asserts. Intended for testing with `@assert is_valid(graph)`.
"""
function is_valid(graph::DAG)
for node in graph.nodes
@assert is_valid(graph, node)
end
for op in graph.operationsToApply
@assert is_valid(graph, op)
end
for nr in graph.possibleOperations.nodeReductions
@assert is_valid(graph, nr)
end
for ns in graph.possibleOperations.nodeSplits
@assert is_valid(graph, ns)
end
for nf in graph.possibleOperations.nodeFusions
@assert is_valid(graph, nf)
end
for node in graph.dirtyNodes
@assert node in graph "Dirty Node is not part of the graph!"
@assert ismissing(node.nodeReduction) "Dirty Node has a NodeReduction!"
@assert ismissing(node.nodeSplit) "Dirty Node has a NodeSplit!"
if (typeof(node) <: DataTaskNode)
@assert ismissing(node.nodeFusion) "Dirty DataTaskNode has a Node Fusion!"
elseif (typeof(node) <: ComputeTaskNode)
@assert isempty(node.nodeFusions) "Dirty ComputeTaskNode has Node Fusions!"
end
end
@assert is_connected(graph) "Graph is not connected!"
return true
end
"""
is_scheduled(graph::DAG)
Validate that the entire graph has been scheduled, i.e., every [`ComputeTaskNode`](@ref) has its `.device` set.
"""
function is_scheduled(graph::DAG)
for node in graph.nodes
if (node isa DataTaskNode)
continue
end
@assert !ismissing(node.device)
end
return true
end