Module Import alias Import alias Import alias Import alias ImportFrom alias ImportFrom alias ImportFrom alias Expr Call AttributeLoad NameLoad attr keyword AttributeLoad NameLoad attr keyword AttributeLoad NameLoad attr ClassDef bases NameLoad body FunctionDef arguments args NameParam defaults body Assign AttributeStore NameLoad attr Num Assign AttributeStore NameLoad attr Num decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call NameLoad Num ListLoad ListLoad keyword TupleLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Num AttributeLoad NameLoad attr TupleLoad AttributeLoad NameLoad attr Num Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr AttributeLoad NameLoad attr FunctionDef arguments args defaults body For NameStore Call NameLoad AttributeLoad NameLoad attr body Assign SubscriptStore NameLoad Index TupleLoad Call NameLoad SubscriptLoad NameLoad Index TupleLoad NameLoad Num Call NameLoad SubscriptLoad NameLoad Index TupleLoad NameLoad Num SubscriptLoad NameLoad Index NameLoad decorator_list Expr Call AttributeLoad NameLoad attr Str Call NameLoad Call NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr TupleLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Num AttributeLoad NameLoad attr TupleLoad AttributeLoad NameLoad attr Num Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr AttributeLoad NameLoad attr FunctionDef arguments args defaults body For NameStore Call NameLoad AttributeLoad NameLoad attr body Assign SubscriptStore NameLoad Index TupleLoad SubscriptLoad NameLoad Index TupleLoad NameLoad Num SubscriptLoad NameLoad Index TupleLoad NameLoad Num SubscriptLoad NameLoad Index NameLoad decorator_list Expr Call AttributeLoad NameLoad attr Str Call NameLoad Call NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Num AttributeLoad NameLoad attr TupleLoad AttributeLoad NameLoad attr Num Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr AttributeLoad NameLoad attr FunctionDef arguments args defaults body For NameStore Call NameLoad AttributeLoad NameLoad attr body Assign SubscriptStore NameLoad Index TupleLoad Call NameLoad SubscriptLoad NameLoad Index TupleLoad NameLoad Num Call NameLoad SubscriptLoad NameLoad Index TupleLoad NameLoad Num SubscriptLoad NameLoad Index NameLoad decorator_list Expr Call AttributeLoad NameLoad attr Str Call NameLoad Call NameLoad decorator_list FunctionDef arguments args NameParam defaults body Expr Str Assign NameStore Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Num AttributeLoad NameLoad attr TupleLoad AttributeLoad NameLoad attr Num Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr AttributeLoad NameLoad attr For NameStore Call NameLoad AttributeLoad NameLoad attr body Assign SubscriptStore NameLoad Index TupleLoad Call NameLoad SubscriptLoad NameLoad Index TupleLoad NameLoad Num Call NameLoad SubscriptLoad NameLoad Index TupleLoad NameLoad Num SubscriptLoad NameLoad Index NameLoad FunctionDef arguments args defaults body For NameStore Call NameLoad AttributeLoad NameLoad attr body For NameStore Call NameLoad AttributeLoad NameLoad attr body Assign NameStore SubscriptLoad NameLoad ExtSlice Index NameLoad Slice decorator_list Print Str Expr Call NameLoad decorator_list decorator_list Assign NameStore Call NameLoad Expr Call AttributeLoad NameLoad attr
N/A N/A numpy N/A logging N/A sys N/A scipy.sparse cvxopt spmatrix pysparse spmatrix apgl.util * N/A N/A N/A logging basicConfig stream N/A sys stdout level N/A logging INFO SparseMatrixProfile N/A object N/A __init__ N/A N/A self N/A N/A N/A N/A self n 10000 N/A N/A self m 100000 N/A profileCvxoptSparseAssign N/A N/A self N/A N/A N/A W N/A spmatrix 0 N/A N/A size N/A N/A self n N/A self n N/A V N/A N/A N/A numpy random randint 0 N/A self n N/A N/A self m 2 N/A u N/A N/A N/A numpy random rand N/A self m runAdd N/A N/A N/A N/A N/A i N/A range N/A self m N/A N/A N/A W N/A N/A N/A int N/A V N/A N/A i 0 N/A int N/A V N/A N/A i 1 N/A u N/A i N/A N/A N/A N/A ProfileUtils profile runAdd() N/A globals N/A locals N/A profileScipySparseAssign N/A N/A self N/A N/A N/A W N/A N/A N/A scipy sparse lil_matrix N/A N/A self n N/A self n N/A V N/A N/A N/A numpy random randint 0 N/A self n N/A N/A self m 2 N/A u N/A N/A N/A numpy random rand N/A self m runAdd N/A N/A N/A N/A N/A i N/A range N/A self m N/A N/A N/A W N/A N/A N/A V N/A N/A i 0 N/A V N/A N/A i 1 N/A u N/A i N/A N/A N/A N/A ProfileUtils profile runAdd() N/A globals N/A locals N/A profilePySparseAssign N/A N/A self N/A N/A N/A W N/A N/A spmatrix ll_mat N/A self n N/A self n N/A V N/A N/A N/A numpy random randint 0 N/A self n N/A N/A self m 2 N/A u N/A N/A N/A numpy random rand N/A self m runAdd N/A N/A N/A N/A N/A i N/A range N/A self m N/A N/A N/A W N/A N/A N/A int N/A V N/A N/A i 0 N/A int N/A V N/A N/A i 1 N/A u N/A i N/A N/A N/A N/A ProfileUtils profile runAdd() N/A globals N/A locals N/A profilePySparseKeys N/A N/A self N/A N/A N/A 
        Test for memory leak 
         N/A W N/A N/A spmatrix ll_mat N/A self n N/A self n N/A V N/A N/A N/A numpy random randint 0 N/A self n N/A N/A self m 2 N/A u N/A N/A N/A numpy random rand N/A self m N/A i N/A range N/A self m N/A N/A N/A W N/A N/A N/A int N/A V N/A N/A i 0 N/A int N/A V N/A N/A i 1 N/A u N/A i runKeys N/A N/A N/A N/A N/A i N/A range N/A self m N/A N/A j N/A range N/A self n N/A N/A neighbours N/A W N/A N/A j N/A N/A N/A Running keys N/A N/A runKeys N/A N/A N/A profiler N/A SparseMatrixProfile N/A N/A N/A profiler profilePySparseKeys