Module Import alias Import alias Import alias Import alias ImportFrom alias ImportFrom alias ImportFrom alias ImportFrom alias ImportFrom alias ClassDef bases AttributeLoad NameLoad attr body FunctionDef arguments args NameParam defaults body Expr Call AttributeLoad NameLoad attr keyword AttributeLoad NameLoad attr keyword AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr keyword NameLoad keyword Num keyword Num decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Num Assign NameStore Num Assign NameStore Call NameLoad NameLoad NameLoad Assign NameStore Call NameLoad NameLoad Expr Call AttributeLoad NameLoad attr Num Num Assign NameStore Call NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr CompareEq SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr CompareEq SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr CompareEq SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr CompareEq SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr CompareEq SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index AttributeLoad NameLoad attr BinOpDiv Num Num Expr Call AttributeLoad NameLoad attr CompareEq SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr CompareEq SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr CompareEq SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr CompareEq SubscriptLoad NameLoad Index AttributeLoad NameLoad attr BinOpDiv Num Num Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index AttributeLoad NameLoad attr BinOpDiv Num Num Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index AttributeLoad NameLoad attr BinOpDiv Num Num Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr Num Num Expr Call AttributeLoad NameLoad attr Num Num Expr Call AttributeLoad NameLoad attr Num Num Expr Call AttributeLoad NameLoad attr Num Num Expr Call AttributeLoad NameLoad attr Num Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Assign NameStore Call NameLoad NameLoad NameLoad Expr Call AttributeLoad NameLoad attr Num Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad keyword NameLoad Expr Call AttributeLoad NameLoad attr CompareEq SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr CompareEq SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr CompareEq SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr CompareEq SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr CompareEq SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr CompareEq SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr CompareEq SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr CompareEq SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr CompareEq SubscriptLoad NameLoad Index AttributeLoad NameLoad attr BinOpDiv Num Num Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index AttributeLoad NameLoad attr BinOpDiv Num Num Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index AttributeLoad NameLoad attr BinOpDiv Num Num Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index AttributeLoad NameLoad attr BinOpDiv Num Num Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr Num Num Expr Call AttributeLoad NameLoad attr Num Num Expr Call AttributeLoad NameLoad attr Num Num Expr Call AttributeLoad NameLoad attr Num Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad keyword NameLoad Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Assign NameStore Num Assign NameStore Num Assign NameStore Call NameLoad NameLoad NameLoad Assign NameStore Call NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr CompareEq SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Assign NameStore Call NameLoad NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index AttributeLoad NameLoad attr Num decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Num Assign NameStore Call NameLoad NameLoad Expr Call AttributeLoad NameLoad attr Num Num Assign NameStore Call NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Num Assign NameStore Num Assign NameStore Call NameLoad NameLoad NameLoad Assign NameStore Call NameLoad NameLoad Expr Call AttributeLoad NameLoad attr Num Num Expr Call AttributeLoad NameLoad attr Num Num Assign NameStore ListLoad ListLoad Num Num Num ListLoad Num Num Num Num Assign NameStore Call NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad NameLoad Expr Call AttributeLoad NameLoad attr CompareEq SubscriptLoad NameLoad Index TupleLoad Num Num Num Expr Call AttributeLoad NameLoad attr CompareEq SubscriptLoad NameLoad Index TupleLoad Num Num Num Expr Call AttributeLoad NameLoad attr CompareEq SubscriptLoad NameLoad Index TupleLoad Num Num Num Expr Call AttributeLoad NameLoad attr CompareEq SubscriptLoad NameLoad Index TupleLoad Num Num Num decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Num Assign NameStore Num Assign NameStore Call NameLoad NameLoad NameLoad Assign NameStore Call NameLoad NameLoad Expr Call AttributeLoad NameLoad attr Num Num Expr Call AttributeLoad NameLoad attr Num Num Assign NameStore Call NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr Call AttributeLoad CompareEq SubscriptLoad NameLoad Index Str Call AttributeLoad NameLoad attr ListLoad Num Num Num attr Expr Call AttributeLoad NameLoad attr Call AttributeLoad CompareEq SubscriptLoad NameLoad Index Str Call AttributeLoad NameLoad attr ListLoad Num Num Num attr Expr Call AttributeLoad NameLoad attr Call AttributeLoad CompareEq SubscriptLoad NameLoad Index Str Call AttributeLoad NameLoad attr ListLoad Num Num Num attr Expr Call AttributeLoad NameLoad attr Call AttributeLoad CompareEq SubscriptLoad NameLoad Index Str Call AttributeLoad NameLoad attr ListLoad Num attr Assign NameStore Call AttributeLoad NameLoad attr Assign NameStore BinOpDiv BinOpAdd NameLoad AttributeLoad NameLoad attr Num Assign TupleStore NameStore NameStore Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad Assign NameStore SubscriptLoad NameLoad ExtSlice Slice Index Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index CompareGt NameLoad Num Expr Call AttributeLoad NameLoad attr Call AttributeLoad CompareEq SubscriptLoad NameLoad Index Str NameLoad attr Expr Call AttributeLoad NameLoad attr Call AttributeLoad CompareEq SubscriptLoad NameLoad Index Str NameLoad attr Expr Call AttributeLoad NameLoad attr Call AttributeLoad CompareEq SubscriptLoad NameLoad Index Str Call AttributeLoad NameLoad attr ListLoad Num Num Num Num attr Expr Call AttributeLoad NameLoad attr Num Num Expr Call AttributeLoad NameLoad attr Num Num Expr Call AttributeLoad NameLoad attr Num Num Assign NameStore Call NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr Call AttributeLoad CompareEq SubscriptLoad NameLoad Index Str Call AttributeLoad NameLoad attr ListLoad Num Num Num Num Num attr Expr Call AttributeLoad NameLoad attr Call AttributeLoad CompareEq SubscriptLoad NameLoad Index Str Call AttributeLoad NameLoad attr ListLoad Num Num Num Num Num attr Expr Call AttributeLoad NameLoad attr Call AttributeLoad CompareEq SubscriptLoad NameLoad Index Str Call AttributeLoad NameLoad attr ListLoad Num Num Num attr Expr Call AttributeLoad NameLoad attr Call AttributeLoad CompareEq SubscriptLoad NameLoad Index Str Call AttributeLoad NameLoad attr ListLoad Num Num Num attr Assign NameStore Call AttributeLoad NameLoad attr Assign NameStore BinOpDiv BinOpAdd NameLoad AttributeLoad NameLoad attr Num Assign TupleStore NameStore NameStore Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad Assign NameStore SubscriptLoad NameLoad ExtSlice Slice Index Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index CompareGt NameLoad Num Expr Call AttributeLoad NameLoad attr Call AttributeLoad CompareEq SubscriptLoad NameLoad Index Str NameLoad attr Expr Call AttributeLoad NameLoad attr Call AttributeLoad CompareEq SubscriptLoad NameLoad Index Str NameLoad attr Expr Call AttributeLoad NameLoad attr Call AttributeLoad CompareEq SubscriptLoad NameLoad Index Str Call AttributeLoad NameLoad attr ListLoad Num Num Num Num Num Num attr Assign NameStore Call NameLoad NameLoad NameLoad Assign NameStore Call NameLoad NameLoad NameLoad Expr Call AttributeLoad NameLoad attr Num Num Expr Call AttributeLoad NameLoad attr Num Num Expr Call AttributeLoad NameLoad attr Num Num Expr Call AttributeLoad NameLoad attr Num Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad keyword NameLoad Expr Call AttributeLoad NameLoad attr Call AttributeLoad CompareEq SubscriptLoad NameLoad Index Str Call AttributeLoad NameLoad attr ListLoad Num Num attr Expr Call AttributeLoad NameLoad attr Call AttributeLoad CompareEq SubscriptLoad NameLoad Index Str Call AttributeLoad NameLoad attr ListLoad Num Num Num attr Expr Call AttributeLoad NameLoad attr Call AttributeLoad CompareEq SubscriptLoad NameLoad Index Str Call AttributeLoad NameLoad attr ListLoad Num attr Expr Call AttributeLoad NameLoad attr Call AttributeLoad CompareEq SubscriptLoad NameLoad Index Str Call AttributeLoad NameLoad attr ListLoad Num Num Num Num Num attr Expr Call AttributeLoad NameLoad attr Call AttributeLoad CompareEq SubscriptLoad NameLoad Index Str Call AttributeLoad NameLoad attr ListLoad Num Num Num attr decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Num Assign NameStore Num Assign NameStore Call NameLoad NameLoad NameLoad Assign NameStore Call NameLoad NameLoad Expr Call AttributeLoad NameLoad attr Num Num Expr Call AttributeLoad NameLoad attr Num Num Assign NameStore ListLoad ListLoad Num Num Num ListLoad Num Num Num Num Assign NameStore Call NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Num Assign NameStore Num Assign NameStore Call NameLoad NameLoad NameLoad Assign NameStore Num Assign NameStore Call NameLoad NameLoad Assign NameStore Num Assign NameStore ListLoad Assign NameStore ListLoad Call NameLoad Call NameLoad Num Call NameLoad Call NameLoad Num Call NameLoad Call NameLoad Num For NameStore Call NameLoad NameLoad body Assign NameStore Call AttributeLoad NameLoad attr Call NameLoad NameLoad Expr Call AttributeLoad NameLoad attr TupleLoad NameLoad NameLoad Assign NameStore Call NameLoad Assign TupleStore NameStore NameStore Call AttributeLoad NameLoad attr NameLoad For NameStore Call NameLoad Call NameLoad NameLoad body Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index TupleLoad NameLoad AttributeLoad NameLoad attr Call NameLoad SubscriptLoad NameLoad Index NameLoad Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index TupleLoad NameLoad AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index TupleLoad NameLoad AttributeLoad NameLoad attr BinOpMult BinOpMult Num BinOpMult Call NameLoad SubscriptLoad NameLoad Index NameLoad BinOpSub Call NameLoad SubscriptLoad NameLoad Index NameLoad Num NameLoad keyword Num decorator_list decorator_list If CompareEq NameLoad Str body Expr Call AttributeLoad NameLoad attr
N/A N/A unittest N/A numpy N/A logging N/A sys apgl.graph.VertexList VertexList apgl.graph.SparseGraph SparseGraph apgl.graph.GraphStatistics GraphStatistics apgl.graph DictGraph apgl.generator.ErdosRenyiGenerator ErdosRenyiGenerator GraphStatisticsTest N/A N/A unittest TestCase N/A setUp N/A N/A self N/A N/A N/A N/A N/A logging basicConfig stream N/A sys stdout level N/A logging INFO N/A N/A N/A numpy set_printoptions suppress True precision 3 linewidth 150 N/A testScalarStatistics N/A N/A self N/A N/A N/A numFeatures 1 N/A numVertices 10 N/A vList N/A VertexList numVertices numFeatures N/A graph N/A SparseGraph vList N/A N/A N/A graph addEdge 0 1 N/A growthStatistics N/A GraphStatistics N/A statsArray N/A N/A growthStatistics scalarStatistics graph N/A N/A N/A self assertTrue N/A N/A statsArray N/A N/A growthStatistics numVerticesIndex 10.0 N/A N/A N/A self assertTrue N/A N/A statsArray N/A N/A growthStatistics numEdgesIndex 1.0 N/A N/A N/A self assertTrue N/A N/A statsArray N/A N/A growthStatistics maxComponentSizeIndex 2.0 N/A N/A N/A self assertTrue N/A N/A statsArray N/A N/A growthStatistics maxComponentEdgesIndex 1.0 N/A N/A N/A self assertTrue N/A N/A statsArray N/A N/A growthStatistics numComponentsIndex 9.0 N/A N/A N/A self assertEquals N/A statsArray N/A N/A growthStatistics meanComponentSizeIndex N/A 10.0 9.0 N/A N/A N/A self assertTrue N/A N/A statsArray N/A N/A growthStatistics meanDegreeIndex 0.2 N/A N/A N/A self assertTrue N/A N/A statsArray N/A N/A growthStatistics diameterIndex 1.0 N/A N/A N/A self assertTrue N/A N/A statsArray N/A N/A growthStatistics effectiveDiameterIndex 1.0 N/A N/A N/A self assertTrue N/A N/A statsArray N/A N/A growthStatistics densityIndex N/A 1.0 45 N/A N/A N/A self assertEquals N/A statsArray N/A N/A growthStatistics geodesicDistanceIndex N/A 1.0 55 N/A N/A N/A self assertEquals N/A statsArray N/A N/A growthStatistics harmonicGeoDistanceIndex 55.0 N/A N/A N/A self assertEquals N/A statsArray N/A N/A growthStatistics geodesicDistMaxCompIndex N/A 1.0 3 N/A N/A N/A self assertEquals N/A statsArray N/A N/A growthStatistics numNonSingletonComponentsIndex 1.0 N/A N/A N/A self assertEquals N/A statsArray N/A N/A growthStatistics numTriOrMoreComponentsIndex 0.0 N/A N/A N/A self assertEquals N/A statsArray N/A N/A growthStatistics secondComponentSizeIndex 1.0 N/A N/A N/A self assertEquals N/A statsArray N/A N/A growthStatistics maxCompMeanDegreeIndex 1.0 N/A N/A N/A graph addEdge 0 2 N/A N/A N/A graph addEdge 3 4 N/A N/A N/A graph addEdge 3 5 N/A N/A N/A graph addEdge 3 6 N/A N/A N/A graph addEdge 7 8 N/A statsArray N/A N/A growthStatistics scalarStatistics graph N/A N/A N/A self assertEquals N/A statsArray N/A N/A growthStatistics numNonSingletonComponentsIndex 3.0 N/A N/A N/A self assertEquals N/A statsArray N/A N/A growthStatistics numTriOrMoreComponentsIndex 2.0 N/A N/A N/A self assertEquals N/A statsArray N/A N/A growthStatistics secondComponentSizeIndex 3.0 N/A N/A N/A self assertEquals N/A statsArray N/A N/A growthStatistics maxCompMeanDegreeIndex 1.5 N/A graph N/A SparseGraph vList False N/A N/A N/A graph addEdge 0 1 N/A statsArray N/A N/A growthStatistics scalarStatistics graph treeStats True N/A N/A N/A self assertTrue N/A N/A statsArray N/A N/A growthStatistics numVerticesIndex 10.0 N/A N/A N/A self assertTrue N/A N/A statsArray N/A N/A growthStatistics numEdgesIndex 1.0 N/A N/A N/A self assertTrue N/A N/A statsArray N/A N/A growthStatistics maxComponentSizeIndex -1 N/A N/A N/A self assertTrue N/A N/A statsArray N/A N/A growthStatistics maxComponentEdgesIndex -1 N/A N/A N/A self assertTrue N/A N/A statsArray N/A N/A growthStatistics numComponentsIndex -1 N/A N/A N/A self assertTrue N/A N/A statsArray N/A N/A growthStatistics meanComponentSizeIndex -1 N/A N/A N/A self assertEquals N/A statsArray N/A N/A growthStatistics meanDegreeIndex 0.1 N/A N/A N/A self assertTrue N/A N/A statsArray N/A N/A growthStatistics diameterIndex 1.0 N/A N/A N/A self assertTrue N/A N/A statsArray N/A N/A growthStatistics effectiveDiameterIndex 1.0 N/A N/A N/A self assertTrue N/A N/A statsArray N/A N/A growthStatistics densityIndex N/A 1.0 90 N/A N/A N/A self assertEquals N/A statsArray N/A N/A growthStatistics geodesicDistanceIndex N/A 1.0 100 N/A N/A N/A self assertEquals N/A statsArray N/A N/A growthStatistics harmonicGeoDistanceIndex 100 N/A N/A N/A self assertEquals N/A statsArray N/A N/A growthStatistics meanTreeSizeIndex N/A 10.0 9 N/A N/A N/A self assertEquals N/A statsArray N/A N/A growthStatistics meanTreeDepthIndex N/A 1.0 9 N/A N/A N/A self assertEquals N/A statsArray N/A N/A growthStatistics maxTreeSizeIndex 2.0 N/A N/A N/A self assertEquals N/A statsArray N/A N/A growthStatistics maxTreeDepthIndex 1.0 N/A N/A N/A self assertEquals N/A statsArray N/A N/A growthStatistics numTreesIndex 9.0 N/A N/A N/A self assertEquals N/A statsArray N/A N/A growthStatistics numNonSingletonTreesIndex 1.0 N/A N/A N/A graph addEdge 2 3 N/A N/A N/A graph addEdge 2 4 N/A N/A N/A graph addEdge 3 5 N/A N/A N/A graph addEdge 3 6 N/A statsArray N/A N/A growthStatistics scalarStatistics graph treeStats True N/A N/A N/A self assertEquals N/A statsArray N/A N/A growthStatistics maxTreeSizeIndex 5.0 N/A N/A N/A self assertEquals N/A statsArray N/A N/A growthStatistics maxTreeDepthIndex 2.0 N/A N/A N/A self assertEquals N/A statsArray N/A N/A growthStatistics secondTreeSizeIndex 2.0 N/A N/A N/A self assertEquals N/A statsArray N/A N/A growthStatistics secondTreeDepthIndex 1.0 N/A N/A N/A self assertEquals N/A statsArray N/A N/A growthStatistics numTreesIndex 5.0 N/A N/A N/A self assertEquals N/A statsArray N/A N/A growthStatistics numNonSingletonTreesIndex 2.0 N/A numFeatures 0 N/A numVertices 0 N/A vList N/A VertexList numVertices numFeatures N/A graph N/A SparseGraph vList N/A statsArray N/A N/A growthStatistics scalarStatistics graph N/A N/A N/A self assertEquals N/A statsArray N/A N/A growthStatistics numVerticesIndex 0 N/A N/A N/A self assertEquals N/A statsArray N/A N/A growthStatistics numEdgesIndex 0 N/A N/A N/A self assertEquals N/A statsArray N/A N/A growthStatistics maxComponentSizeIndex 0 N/A N/A N/A self assertTrue N/A N/A statsArray N/A N/A growthStatistics maxComponentEdgesIndex 0 N/A N/A N/A self assertEquals N/A statsArray N/A N/A growthStatistics numComponentsIndex 0 N/A N/A N/A self assertEquals N/A statsArray N/A N/A growthStatistics meanComponentSizeIndex 0 N/A N/A N/A self assertEquals N/A statsArray N/A N/A growthStatistics meanDegreeIndex 0 N/A N/A N/A self assertEquals N/A statsArray N/A N/A growthStatistics diameterIndex 0 N/A N/A N/A self assertEquals N/A statsArray N/A N/A growthStatistics effectiveDiameterIndex 0 N/A N/A N/A self assertEquals N/A statsArray N/A N/A growthStatistics densityIndex 0 N/A N/A N/A self assertEquals N/A statsArray N/A N/A growthStatistics geodesicDistanceIndex 0.0 N/A N/A N/A self assertEquals N/A statsArray N/A N/A growthStatistics harmonicGeoDistanceIndex 0.0 N/A N/A N/A self assertEquals N/A statsArray N/A N/A growthStatistics geodesicDistMaxCompIndex 0.0 N/A N/A N/A self assertEquals N/A statsArray N/A N/A growthStatistics numNonSingletonComponentsIndex 0.0 N/A graph N/A SparseGraph vList False N/A statsArray N/A N/A growthStatistics scalarStatistics graph N/A N/A N/A self assertEquals N/A statsArray N/A N/A growthStatistics numVerticesIndex 0 N/A N/A N/A self assertEquals N/A statsArray N/A N/A growthStatistics numEdgesIndex 0 N/A N/A N/A self assertEquals N/A statsArray N/A N/A growthStatistics maxComponentSizeIndex -1 N/A N/A N/A self assertEquals N/A statsArray N/A N/A growthStatistics numComponentsIndex -1 N/A N/A N/A self assertEquals N/A statsArray N/A N/A growthStatistics meanComponentSizeIndex -1 N/A N/A N/A self assertEquals N/A statsArray N/A N/A growthStatistics maxComponentEdgesIndex -1 N/A N/A N/A self assertEquals N/A statsArray N/A N/A growthStatistics meanDegreeIndex 0 N/A N/A N/A self assertEquals N/A statsArray N/A N/A growthStatistics diameterIndex 0 N/A N/A N/A self assertEquals N/A statsArray N/A N/A growthStatistics effectiveDiameterIndex 0 N/A N/A N/A self assertEquals N/A statsArray N/A N/A growthStatistics densityIndex 0 N/A N/A N/A self assertEquals N/A statsArray N/A N/A growthStatistics geodesicDistanceIndex 0.0 N/A N/A N/A self assertEquals N/A statsArray N/A N/A growthStatistics harmonicGeoDistanceIndex 0.0 N/A N/A N/A self assertEquals N/A statsArray N/A N/A growthStatistics geodesicDistMaxCompIndex -1 N/A N/A N/A self assertEquals N/A statsArray N/A N/A growthStatistics meanTreeSizeIndex -1 N/A N/A N/A self assertEquals N/A statsArray N/A N/A growthStatistics meanTreeDepthIndex -1 N/A N/A N/A self assertEquals N/A statsArray N/A N/A growthStatistics numNonSingletonComponentsIndex -1 N/A N/A N/A self assertEquals N/A statsArray N/A N/A growthStatistics numTreesIndex -1 N/A N/A N/A self assertEquals N/A statsArray N/A N/A growthStatistics numNonSingletonTreesIndex -1 N/A testScalaraStatistics N/A N/A self N/A N/A N/A numVertices 10 N/A graph N/A DictGraph numVertices N/A N/A N/A graph addEdge 0 1 N/A growthStatistics N/A GraphStatistics N/A statsArray N/A N/A growthStatistics scalarStatistics graph False N/A testSequenceScalarStats N/A N/A self N/A N/A N/A numFeatures 1 N/A numVertices 10 N/A vList N/A VertexList numVertices numFeatures N/A graph N/A SparseGraph vList N/A N/A N/A graph addEdge 0 2 N/A N/A N/A graph addEdge 0 1 N/A subgraphIndices N/A N/A 0 1 3 N/A 0 1 2 3 N/A growthStatistics N/A GraphStatistics N/A statsArray N/A N/A growthStatistics sequenceScalarStats graph subgraphIndices N/A N/A N/A self assertTrue N/A N/A statsArray N/A N/A 0 0 3.0 N/A N/A N/A self assertTrue N/A N/A statsArray N/A N/A 1 0 4.0 N/A N/A N/A self assertTrue N/A N/A statsArray N/A N/A 0 1 1.0 N/A N/A N/A self assertTrue N/A N/A statsArray N/A N/A 1 1 2.0 N/A testVectorStatistics N/A N/A self N/A N/A N/A numFeatures 1 N/A numVertices 10 N/A vList N/A VertexList numVertices numFeatures N/A graph N/A SparseGraph vList N/A N/A N/A graph addEdge 0 2 N/A N/A N/A graph addEdge 0 1 N/A growthStatistics N/A GraphStatistics N/A statsDict N/A N/A growthStatistics vectorStatistics graph N/A N/A N/A self assertTrue N/A N/A N/A N/A statsDict N/A outDegreeDist N/A N/A numpy array N/A 7 2 1 all N/A N/A N/A self assertTrue N/A N/A N/A N/A statsDict N/A inDegreeDist N/A N/A numpy array N/A 7 2 1 all N/A N/A N/A self assertTrue N/A N/A N/A N/A statsDict N/A hopCount N/A N/A numpy array N/A 10 14 16 all N/A N/A N/A self assertTrue N/A N/A N/A N/A statsDict N/A triangleDist N/A N/A numpy array N/A 10 all N/A W N/A N/A graph getWeightMatrix N/A W N/A N/A W N/A W T 2 N/A N/A lmbda V N/A N/A N/A numpy linalg eig W N/A maxEigVector N/A V N/A N/A N/A N/A N/A numpy argmax lmbda N/A lmbda N/A N/A numpy flipud N/A N/A numpy sort N/A lmbda N/A N/A lmbda 0 N/A N/A N/A self assertTrue N/A N/A N/A N/A statsDict N/A maxEigVector maxEigVector all N/A N/A N/A self assertTrue N/A N/A N/A N/A statsDict N/A eigenDist lmbda all N/A N/A N/A self assertTrue N/A N/A N/A N/A statsDict N/A componentsDist N/A N/A numpy array N/A 0 7 0 1 all N/A N/A N/A graph addEdge 0 3 N/A N/A N/A graph addEdge 0 4 N/A N/A N/A graph addEdge 1 4 N/A growthStatistics N/A GraphStatistics N/A statsDict N/A N/A growthStatistics vectorStatistics graph N/A N/A N/A self assertTrue N/A N/A N/A N/A statsDict N/A outDegreeDist N/A N/A numpy array N/A 5 2 2 0 1 all N/A N/A N/A self assertTrue N/A N/A N/A N/A statsDict N/A inDegreeDist N/A N/A numpy array N/A 5 2 2 0 1 all N/A N/A N/A self assertTrue N/A N/A N/A N/A statsDict N/A hopCount N/A N/A numpy array N/A 10 20 30 all N/A N/A N/A self assertTrue N/A N/A N/A N/A statsDict N/A triangleDist N/A N/A numpy array N/A 7 0 3 all N/A W N/A N/A graph getWeightMatrix N/A W N/A N/A W N/A W T 2 N/A N/A lmbda V N/A N/A N/A numpy linalg eig W N/A maxEigVector N/A V N/A N/A N/A N/A N/A numpy argmax lmbda N/A lmbda N/A N/A numpy flipud N/A N/A numpy sort N/A lmbda N/A N/A lmbda 0 N/A N/A N/A self assertTrue N/A N/A N/A N/A statsDict N/A maxEigVector maxEigVector all N/A N/A N/A self assertTrue N/A N/A N/A N/A statsDict N/A eigenDist lmbda all N/A N/A N/A self assertTrue N/A N/A N/A N/A statsDict N/A componentsDist N/A N/A numpy array N/A 0 5 0 0 0 1 all N/A vList N/A VertexList numVertices numFeatures N/A graph N/A SparseGraph vList False N/A N/A N/A graph addEdge 0 1 N/A N/A N/A graph addEdge 0 2 N/A N/A N/A graph addEdge 2 3 N/A N/A N/A graph addEdge 4 5 N/A statsDict N/A N/A growthStatistics vectorStatistics graph treeStats True N/A N/A N/A self assertTrue N/A N/A N/A N/A statsDict N/A inDegreeDist N/A N/A numpy array N/A 6 4 all N/A N/A N/A self assertTrue N/A N/A N/A N/A statsDict N/A outDegreeDist N/A N/A numpy array N/A 7 2 1 all N/A N/A N/A self assertTrue N/A N/A N/A N/A statsDict N/A triangleDist N/A N/A numpy array N/A 10 all N/A N/A N/A self assertTrue N/A N/A N/A N/A statsDict N/A treeSizesDist N/A N/A numpy array N/A 0 4 1 0 1 all N/A N/A N/A self assertTrue N/A N/A N/A N/A statsDict N/A treeDepthsDist N/A N/A numpy array N/A 4 1 1 all N/A testSequenceVectorStats N/A N/A self N/A N/A N/A numFeatures 1 N/A numVertices 10 N/A vList N/A VertexList numVertices numFeatures N/A graph N/A SparseGraph vList N/A N/A N/A graph addEdge 0 2 N/A N/A N/A graph addEdge 0 1 N/A subgraphIndices N/A N/A 0 1 3 N/A 0 1 2 3 N/A growthStatistics N/A GraphStatistics N/A statsList N/A N/A growthStatistics sequenceVectorStats graph subgraphIndices N/A testMeanSeqScalarStats N/A N/A self N/A N/A N/A numFeatures 1 N/A numVertices 10 N/A vList N/A VertexList numVertices numFeatures N/A p 0.1 N/A generator N/A ErdosRenyiGenerator p N/A numGraphs 50 N/A graphList N/A N/A subgraphIndices N/A N/A list N/A range 3 N/A list N/A range 6 N/A list N/A range 10 N/A i N/A range numGraphs N/A N/A graph N/A N/A generator generate N/A SparseGraph vList N/A N/A N/A graphList append N/A graph subgraphIndices N/A growthStatistics N/A GraphStatistics N/A N/A meanStats stdStats N/A N/A growthStatistics meanSeqScalarStats graphList N/A i N/A range N/A len subgraphIndices N/A N/A N/A N/A self assertEquals N/A meanStats N/A N/A i N/A growthStatistics numVerticesIndex N/A len N/A subgraphIndices N/A i N/A N/A N/A self assertEquals N/A stdStats N/A N/A i N/A growthStatistics numVerticesIndex 0 N/A N/A N/A self assertAlmostEquals N/A meanStats N/A N/A i N/A growthStatistics numEdgesIndex N/A N/A 0.5 N/A N/A len N/A subgraphIndices N/A i N/A N/A len N/A subgraphIndices N/A i 1 p places 0 N/A N/A N/A N/A __name__ __main__ N/A N/A N/A N/A unittest main