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