Meshroom/tests/test_graph.py
2024-09-12 10:50:13 +02:00

280 lines
8.5 KiB
Python

from meshroom.core.graph import Graph
def test_depth():
graph = Graph('Tests tasks depth')
tA = graph.addNewNode('Ls', input='/tmp')
tB = graph.addNewNode('AppendText', inputText='echo B')
tC = graph.addNewNode('AppendText', inputText='echo C')
graph.addEdges(
(tA.output, tB.input),
(tB.output, tC.input),
)
assert tA.depth == 0
assert tB.depth == 1
assert tC.depth == 2
def test_depth_diamond_graph():
graph = Graph('Tests tasks depth')
tA = graph.addNewNode('Ls', input='/tmp')
tB = graph.addNewNode('AppendText', inputText='echo B')
tC = graph.addNewNode('AppendText', inputText='echo C')
tD = graph.addNewNode('AppendFiles')
graph.addEdges(
(tA.output, tB.input),
(tA.output, tC.input),
(tB.output, tD.input),
(tC.output, tD.input2),
)
assert tA.depth == 0
assert tB.depth == 1
assert tC.depth == 1
assert tD.depth == 2
nodes, edges = graph.dfsOnFinish()
assert len(nodes) == 4
assert nodes[0] == tA
assert nodes[-1] == tD
assert len(edges) == 4
nodes, edges = graph.dfsOnFinish(startNodes=[tD])
assert len(nodes) == 4
assert nodes[0] == tA
assert nodes[-1] == tD
assert len(edges) == 4
nodes, edges = graph.dfsOnFinish(startNodes=[tB])
assert len(nodes) == 2
assert nodes[0] == tA
assert nodes[-1] == tB
assert len(edges) == 1
def test_depth_diamond_graph2():
graph = Graph('Tests tasks depth')
tA = graph.addNewNode('Ls', input='/tmp')
tB = graph.addNewNode('AppendText', inputText='echo B')
tC = graph.addNewNode('AppendText', inputText='echo C')
tD = graph.addNewNode('AppendText', inputText='echo D')
tE = graph.addNewNode('AppendFiles')
# C
# / \
# /---/---->\
# A -> B ---> E
# \ /
# \ /
# D
graph.addEdges(
(tA.output, tB.input),
(tB.output, tC.input),
(tB.output, tD.input),
(tA.output, tE.input),
(tB.output, tE.input2),
(tC.output, tE.input3),
(tD.output, tE.input4),
)
assert tA.depth == 0
assert tB.depth == 1
assert tC.depth == 2
assert tD.depth == 2
assert tE.depth == 3
nodes, edges = graph.dfsOnFinish()
assert len(nodes) == 5
assert nodes[0] == tA
assert nodes[-1] == tE
assert len(edges) == 7
nodes, edges = graph.dfsOnFinish(startNodes=[tE])
assert len(nodes) == 5
assert nodes[0] == tA
assert nodes[-1] == tE
assert len(edges) == 7
nodes, edges = graph.dfsOnFinish(startNodes=[tD])
assert len(nodes) == 3
assert nodes[0] == tA
assert nodes[1] == tB
assert nodes[2] == tD
assert len(edges) == 2
nodes, edges = graph.dfsOnFinish(startNodes=[tB])
assert len(nodes) == 2
assert nodes[0] == tA
assert nodes[-1] == tB
assert len(edges) == 1
def test_transitive_reduction():
graph = Graph('Tests tasks depth')
tA = graph.addNewNode('Ls', input='/tmp')
tB = graph.addNewNode('AppendText', inputText='echo B')
tC = graph.addNewNode('AppendText', inputText='echo C')
tD = graph.addNewNode('AppendText', inputText='echo D')
tE = graph.addNewNode('AppendFiles')
# C
# / \
# /---/---->\
# A -> B ---> E
# \ /
# \ /
# D
graph.addEdges(
(tA.output, tE.input),
(tA.output, tB.input),
(tB.output, tC.input),
(tB.output, tD.input),
(tB.output, tE.input4),
(tC.output, tE.input3),
(tD.output, tE.input2),
)
flowEdges = graph.flowEdges()
flowEdgesRes = [(tB, tA),
(tD, tB),
(tC, tB),
(tE, tD),
(tE, tC),
]
assert set(flowEdgesRes) == set(flowEdges)
assert len(graph._nodesMinMaxDepths) == len(graph.nodes)
for node, (minDepth, maxDepth) in graph._nodesMinMaxDepths.items():
assert node.depth == maxDepth
def test_graph_reverse_dfsOnDiscover():
graph = Graph('Test dfsOnDiscover(reverse=True)')
# ------------\
# / ~ C - E - F
# A - B
# ~ D
A = graph.addNewNode('Ls', input='/tmp')
B = graph.addNewNode('AppendText', inputText=A.output)
C = graph.addNewNode('AppendText', inputText=B.output)
D = graph.addNewNode('AppendText', inputText=B.output)
E = graph.addNewNode('Ls', input=C.output)
F = graph.addNewNode('AppendText', input=A.output, inputText=E.output)
# Get all nodes from A (use set, order not guaranteed)
nodes = graph.dfsOnDiscover(startNodes=[A], reverse=True)[0]
assert set(nodes) == {A, B, D, C, E, F}
# Get all nodes from B
nodes = graph.dfsOnDiscover(startNodes=[B], reverse=True)[0]
assert set(nodes) == {B, D, C, E, F}
# Get all nodes of type AppendText from B
nodes = graph.dfsOnDiscover(startNodes=[B], filterTypes=['AppendText'], reverse=True)[0]
assert set(nodes) == {B, D, C, F}
# Get all nodes from C (order guaranteed)
nodes = graph.dfsOnDiscover(startNodes=[C], reverse=True)[0]
assert nodes == [C, E, F]
# Get all nodes
nodes = graph.dfsOnDiscover(reverse=True)[0]
assert set(nodes) == {A, B, C, D, E, F}
def test_graph_dfsOnDiscover():
graph = Graph('Test dfsOnDiscover(reverse=False)')
# ------------\
# / ~ C - E - F
# A - B
# ~ D
# G
G = graph.addNewNode('Ls', input='/tmp')
A = graph.addNewNode('Ls', input='/tmp')
B = graph.addNewNode('AppendText', inputText=A.output)
C = graph.addNewNode('AppendText', inputText=B.output)
D = graph.addNewNode('AppendText', input=G.output, inputText=B.output)
E = graph.addNewNode('Ls', input=C.output)
F = graph.addNewNode('AppendText', input=A.output, inputText=E.output)
# Get all nodes from A (use set, order not guaranteed)
nodes = graph.dfsOnDiscover(startNodes=[A], reverse=False)[0]
assert set(nodes) == {A}
# Get all nodes from D
nodes = graph.dfsOnDiscover(startNodes=[D], reverse=False)[0]
assert set(nodes) == {A, B, D, G}
# Get all nodes from E
nodes = graph.dfsOnDiscover(startNodes=[E], reverse=False)[0]
assert set(nodes) == {A, B, C, E}
# Get all nodes from F
nodes = graph.dfsOnDiscover(startNodes=[F], reverse=False)[0]
assert set(nodes) == {A, B, C, E, F}
# Get all nodes of type AppendText from C
nodes = graph.dfsOnDiscover(startNodes=[C], filterTypes=['AppendText'], reverse=False)[0]
assert set(nodes) == {B, C}
# Get all nodes from D (order guaranteed)
nodes = graph.dfsOnDiscover(startNodes=[D], longestPathFirst=True, reverse=False)[0]
assert nodes == [D, B, A, G]
# Get all nodes
nodes = graph.dfsOnDiscover(reverse=False)[0]
assert set(nodes) == {A, B, C, D, E, F, G}
def test_graph_nodes_sorting():
graph = Graph('')
ls0 = graph.addNewNode('Ls')
ls1 = graph.addNewNode('Ls')
ls2 = graph.addNewNode('Ls')
assert graph.nodesOfType('Ls', sortedByIndex=True) == [ls0, ls1, ls2]
graph = Graph('')
# 'Random' creation order (what happens when loading a file)
ls2 = graph.addNewNode('Ls', name='Ls_2')
ls0 = graph.addNewNode('Ls', name='Ls_0')
ls1 = graph.addNewNode('Ls', name='Ls_1')
assert graph.nodesOfType('Ls', sortedByIndex=True) == [ls0, ls1, ls2]
def test_duplicate_nodes():
"""
Test nodes duplication.
"""
# n0 -- n1 -- n2
# \ \
# ---------- n3
g = Graph('')
n0 = g.addNewNode('Ls', input='/tmp')
n1 = g.addNewNode('Ls', input=n0.output)
n2 = g.addNewNode('Ls', input=n1.output)
n3 = g.addNewNode('AppendFiles', input=n1.output, input2=n2.output)
# duplicate from n1
nodes_to_duplicate, _ = g.dfsOnDiscover(startNodes=[n1], reverse=True, dependenciesOnly=True)
nMap = g.duplicateNodes(srcNodes=nodes_to_duplicate)
for s, duplicated in nMap.items():
for d in duplicated:
assert s.nodeType == d.nodeType
# check number of duplicated nodes and that every parent node has been duplicated once
assert len(nMap) == 3 and all([len(nMap[i]) == 1 for i in nMap.keys()])
# check connections
# access directly index 0 because we know there is a single duplicate for each parent node
assert nMap[n1][0].input.getLinkParam() == n0.output
assert nMap[n2][0].input.getLinkParam() == nMap[n1][0].output
assert nMap[n3][0].input.getLinkParam() == nMap[n1][0].output
assert nMap[n3][0].input2.getLinkParam() == nMap[n2][0].output