Module Import alias Import alias identifier ImportFrom alias Assign NameStore Call NameLoad Call NameLoad NameLoad Call AttributeLoad NameLoad attr Num Num Num keyword Num Assign NameStore Call NameLoad Call NameLoad NameLoad Call AttributeLoad NameLoad attr Num Num Num keyword Num Assign NameStore Call NameLoad Call NameLoad NameLoad Call AttributeLoad NameLoad attr Num Num Num keyword Num Assign NameStore Num FunctionDef arguments args NameParam defaults Num body Import alias Expr Call AttributeLoad NameLoad attr NameLoad decorator_list FunctionDef arguments args NameParam defaults Str body Return NameLoad decorator_list FunctionDef arguments args NameParam NameParam NameParam defaults Num NameLoad body Assign NameStore Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr If CompareIs NameLoad NameLoad body Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr BinOpDiv NameLoad Num Expr Call AttributeLoad NameLoad attr NameLoad Str Expr Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr For NameStore Call NameLoad NameLoad body Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr Return TupleLoad BinOpSub NameLoad NameLoad BinOpSub NameLoad NameLoad decorator_list FunctionDef arguments args NameParam NameParam NameParam NameParam NameParam defaults Num NameLoad Num NameLoad body Assign NameStore Call AttributeLoad NameLoad attr TupleLoad Call NameLoad NameLoad Num For TupleStore NameStore NameStore Call NameLoad NameLoad body Assign NameStore NameStore Num For NameStore Call NameLoad NameLoad body Expr Call AttributeLoad NameLoad attr Num Assign NameStore Call NameLoad NameLoad NameLoad NameLoad AugAssignAdd NameStore SubscriptLoad NameLoad Index Num AugAssignAdd NameStore SubscriptLoad NameLoad Index Num AugAssignDiv NameStore NameLoad AugAssignDiv NameStore NameLoad Assign SubscriptStore NameLoad Index NameLoad TupleLoad NameLoad NameLoad Assign SubscriptStore NameLoad Index NameLoad BinOpDiv NameLoad SubscriptLoad NameLoad Index NameLoad Print TupleLoad NameLoad SubscriptLoad NameLoad Index NameLoad Return NameLoad decorator_list FunctionDef arguments args NameParam NameParam NameParam NameParam NameParam defaults ListLoad Num NameLoad Num NameLoad body Assign NameStore Call AttributeLoad NameLoad attr TupleLoad Call NameLoad NameLoad Num For TupleStore NameStore NameStore Call NameLoad NameLoad body Assign NameStore NameStore Num For NameStore Call NameLoad NameLoad body Expr Call AttributeLoad NameLoad attr Num Assign NameStore Call NameLoad NameLoad NameLoad NameLoad AugAssignAdd NameStore SubscriptLoad NameLoad Index Num AugAssignAdd NameStore SubscriptLoad NameLoad Index Num AugAssignDiv NameStore NameLoad AugAssignDiv NameStore NameLoad Assign SubscriptStore NameLoad Index NameLoad TupleLoad NameLoad NameLoad Assign SubscriptStore NameLoad Index NameLoad BinOpDiv NameLoad SubscriptLoad NameLoad Index NameLoad Print TupleLoad NameLoad SubscriptLoad NameLoad Index NameLoad Return NameLoad decorator_list
N/A N/A time N/A numpy np IPython parallel N/A nlist N/A list N/A map int N/A N/A np logspace 2 9 16 base 2 N/A nlist2 N/A list N/A map int N/A N/A np logspace 2 8 15 base 2 N/A tlist N/A list N/A map int N/A N/A np logspace 7 22 16 base 2 N/A nt 16 wait N/A N/A t N/A 0 N/A N/A time N/A N/A N/A time sleep t N/A echo N/A N/A s N/A N/A N/A s N/A time_throughput N/A N/A nmessages t f N/A 0 wait N/A N/A client N/A N/A parallel Client N/A view N/A N/A client load_balanced_view N/A N/A f echo N/A N/A t N/A N/A N/A np random random N/A t 8 N/A N/A N/A view apply_sync echo N/A N/A N/A client spin N/A tic N/A N/A time time N/A i N/A range nmessages N/A N/A N/A N/A view apply f t N/A lap N/A N/A time time N/A N/A N/A client wait N/A toc N/A N/A time time N/A N/A N/A lap tic N/A toc tic N/A do_runs N/A N/A nlist t f trials runner N/A 0 wait 2 time_throughput N/A N/A A N/A N/A np zeros N/A N/A len nlist 2 N/A N/A i n N/A enumerate nlist N/A N/A t1 t2 0 N/A _ N/A range trials N/A N/A N/A N/A time sleep 0.25 N/A ts N/A runner n t f N/A t1 N/A ts N/A 0 N/A t2 N/A ts N/A 1 N/A t1 trials N/A t2 trials N/A N/A A N/A i N/A t1 t2 N/A N/A A N/A i N/A n N/A A N/A i N/A N/A n N/A A N/A i N/A A N/A do_echo N/A N/A n tlist f trials runner N/A N/A 0 echo 2 time_throughput N/A N/A A N/A N/A np zeros N/A N/A len tlist 2 N/A N/A i t N/A enumerate tlist N/A N/A t1 t2 0 N/A _ N/A range trials N/A N/A N/A N/A time sleep 0.25 N/A ts N/A runner n t f N/A t1 N/A ts N/A 0 N/A t2 N/A ts N/A 1 N/A t1 trials N/A t2 trials N/A N/A A N/A i N/A t1 t2 N/A N/A A N/A i N/A n N/A A N/A i N/A N/A t N/A A N/A i N/A A N/A