Module ImportFrom alias ImportFrom alias ImportFrom alias identifier ImportFrom alias identifier ImportFrom alias identifier ImportFrom alias identifier ImportFrom alias ImportFrom alias ImportFrom alias identifier FunctionDef arguments args NameParam defaults body Assign NameStore AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr keyword AttributeLoad NameLoad attr For TupleStore NameStore NameStore Call AttributeLoad NameLoad attr keyword NameLoad body Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr keyword NameLoad For TupleStore NameStore NameStore NameStore Call AttributeLoad NameLoad attr keyword NameLoad body Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr AttributeLoad NameLoad attr keyword NameLoad Return NameLoad decorator_list ClassDef bases AttributeLoad NameLoad attr body FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr keyword Str Assign NameStore Call NameLoad Call AttributeLoad Call AttributeLoad NameLoad attr NameLoad attr Expr Call AttributeLoad NameLoad attr ListLoad Str Call NameLoad Call AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr ListLoad Call NameLoad Call AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Str Expr Call AttributeLoad NameLoad attr NameLoad AttributeLoad Call AttributeLoad NameLoad attr NameLoad attr decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Str Expr Call AttributeLoad NameLoad attr NameLoad NameLoad AttributeLoad Call AttributeLoad NameLoad attr Num attr decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Str Expr Call AttributeLoad Call AttributeLoad NameLoad attr NameLoad attr decorator_list FunctionDef arguments args NameParam defaults body Assign TupleStore NameStore NameStore NameStore NameStore Call AttributeLoad NameLoad attr Num Assign NameStore Call AttributeLoad NameLoad attr Str Expr Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr Str Expr Call AttributeLoad NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call NameLoad Call AttributeLoad Call AttributeLoad NameLoad attr NameLoad attr Expr Call AttributeLoad NameLoad attr Num Call NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr ListLoad Str Str Str Str Str Str Str Str NameLoad Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Str Str Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Str Str Expr Call AttributeLoad NameLoad attr Dict Str NameLoad Call AttributeLoad NameLoad attr Str Str Expr Call AttributeLoad NameLoad attr ListLoad Str Call NameLoad Call AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr ListLoad Str Call NameLoad Call AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam defaults body Assign TupleStore NameStore NameStore NameStore Call AttributeLoad NameLoad attr Num Assign NameStore Call AttributeLoad NameLoad attr Str Expr Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad Expr Call AttributeLoad NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr NameLoad AttributeLoad Call AttributeLoad NameLoad attr NameLoad attr decorator_list FunctionDef arguments args NameParam defaults body Assign TupleStore NameStore NameStore NameStore NameStore Call AttributeLoad NameLoad attr Num Assign NameStore Call AttributeLoad NameLoad attr Str Expr Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad NameLoad Assign NameStore Call NameLoad Call AttributeLoad Call AttributeLoad NameLoad attr NameLoad attr Expr Call AttributeLoad NameLoad attr Num Call NameLoad NameLoad Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr ListLoad TupleLoad Str Str TupleLoad Str Str TupleLoad Str Str TupleLoad Str Str TupleLoad Str Str TupleLoad Str Str TupleLoad Str Str TupleLoad Str Str Expr Call AttributeLoad NameLoad attr Call NameLoad ListLoad Str Call NameLoad Call AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam defaults body Assign TupleStore NameStore NameStore NameStore NameStore Call AttributeLoad NameLoad attr Num Assign NameStore Call AttributeLoad NameLoad attr Str Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr Str Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Expr Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call NameLoad Call AttributeLoad Call AttributeLoad NameLoad attr NameLoad attr Expr Call AttributeLoad NameLoad attr Num Call NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr ListLoad Str Str Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Str Str Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Str Str Expr Call AttributeLoad NameLoad attr Dict Str NameLoad Call AttributeLoad NameLoad attr Str Str Assign NameStore Call AttributeLoad NameLoad attr ListLoad Str Str Expr Call AttributeLoad NameLoad attr Num Call AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Str Str Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Str Str Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Str Str decorator_list FunctionDef arguments args NameParam defaults body Assign TupleStore NameStore NameStore NameStore NameStore Call AttributeLoad NameLoad attr Num Assign NameStore Call AttributeLoad NameLoad attr Str Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr Str Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Expr Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call NameLoad Call AttributeLoad Call AttributeLoad NameLoad attr NameLoad attr Expr Call AttributeLoad NameLoad attr Num Call NameLoad NameLoad Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr ListLoad TupleLoad Str Str TupleLoad Str Str TupleLoad Str Str TupleLoad Str Str TupleLoad Str Str TupleLoad Str Str TupleLoad Str Str TupleLoad Str Str TupleLoad Str Str decorator_list FunctionDef arguments args NameParam defaults body Assign TupleStore NameStore NameStore NameStore NameStore Call AttributeLoad NameLoad attr Num Assign NameStore Call AttributeLoad Call AttributeLoad NameLoad attr Str attr NameLoad NameLoad Assign NameStore Call AttributeLoad Call AttributeLoad NameLoad attr Str attr NameLoad NameLoad NameLoad Assign NameStore Call NameLoad Call AttributeLoad Call AttributeLoad NameLoad attr NameLoad attr Expr Call AttributeLoad NameLoad attr Num Call NameLoad NameLoad Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr ListLoad TupleLoad Str Str TupleLoad Str Str TupleLoad Str Str TupleLoad Str Str TupleLoad Str Str TupleLoad Str Str TupleLoad Str Str TupleLoad Str Str decorator_list FunctionDef arguments args NameParam defaults body Assign TupleStore NameStore NameStore NameStore NameStore Call AttributeLoad NameLoad attr Num Assign NameStore Call AttributeLoad NameLoad attr Str Expr Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad NameLoad Assign NameStore Call AttributeLoad Call AttributeLoad NameLoad attr NameLoad attr Expr Call AttributeLoad NameLoad attr Num Call NameLoad AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr Num Call AttributeLoad AttributeLoad NameLoad attr attr decorator_list FunctionDef arguments args NameParam defaults body Assign TupleStore NameStore NameStore NameStore NameStore NameStore NameStore NameStore Call AttributeLoad NameLoad attr Num Assign NameStore Call AttributeLoad NameLoad attr Str Expr Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr Str Expr Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad Expr Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call NameLoad Call AttributeLoad Call AttributeLoad NameLoad attr NameLoad attr Expr Call AttributeLoad NameLoad attr Num Call NameLoad NameLoad Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr ListLoad TupleLoad Str Str TupleLoad Str Str TupleLoad Str Str TupleLoad Str Str TupleLoad Str Str TupleLoad Str Str TupleLoad Str Str TupleLoad Str Str TupleLoad Str Str TupleLoad Str Str TupleLoad Str Str TupleLoad Str Str TupleLoad Str Str TupleLoad Str Str decorator_list FunctionDef arguments args NameParam defaults body Assign TupleStore NameStore NameStore NameStore NameStore NameStore NameStore NameStore Call AttributeLoad NameLoad attr Num Assign NameStore Call AttributeLoad NameLoad attr Str Expr Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr Str Expr Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad Expr Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call NameLoad Call AttributeLoad Call AttributeLoad NameLoad attr NameLoad attr Expr Call AttributeLoad NameLoad attr Num Call NameLoad NameLoad Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr ListLoad TupleLoad Str Str TupleLoad Str Str TupleLoad Str Str TupleLoad Str Str TupleLoad Str Str TupleLoad Str Str TupleLoad Str Str TupleLoad Str Str TupleLoad Str Str TupleLoad Str Str TupleLoad Str Str TupleLoad Str Str TupleLoad Str Str TupleLoad Str Str TupleLoad Str Str TupleLoad Str Str decorator_list FunctionDef arguments args NameParam defaults body Assign TupleStore NameStore NameStore NameStore NameStore Call AttributeLoad NameLoad attr Num Assign NameStore Call AttributeLoad NameLoad attr Str Expr Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad NameLoad Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Assign NameStore Call NameLoad Call AttributeLoad Call AttributeLoad NameLoad attr NameLoad attr Expr Call AttributeLoad NameLoad attr Num Call NameLoad NameLoad Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr keyword NameLoad ListLoad TupleLoad Str Str Dict Str NameLoad TupleLoad Str Str Dict Str NameLoad TupleLoad Str Str Dict Str NameLoad TupleLoad Str Str Dict Str NameLoad TupleLoad Str Str Dict Str NameLoad Expr Call AttributeLoad NameLoad attr ListLoad Str Call AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr ListLoad Str Call AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Str keyword ListLoad Str keyword ListLoad Assign NameStore Call AttributeLoad NameLoad attr Str keyword ListLoad keyword ListLoad Str Assign NameStore Call AttributeLoad Call AttributeLoad NameLoad attr Str attr NameLoad NameLoad Assign NameStore Call NameLoad Call AttributeLoad Call AttributeLoad NameLoad attr NameLoad attr Expr Call AttributeLoad NameLoad attr Num Call NameLoad NameLoad Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr keyword NameLoad ListLoad TupleLoad Str Str Dict Str NameLoad TupleLoad Str Str Dict Str Call NameLoad ListLoad Str TupleLoad Str Str Dict Str NameLoad Expr Call AttributeLoad NameLoad attr ListLoad Str Call AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr ListLoad Str Call AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Str keyword ListLoad Str keyword ListLoad Assign NameStore Call AttributeLoad NameLoad attr Str keyword ListLoad keyword ListLoad Assign NameStore Call AttributeLoad NameLoad attr Str keyword ListLoad keyword ListLoad Str Assign NameStore Call AttributeLoad Call AttributeLoad NameLoad attr Str attr NameLoad NameLoad Assign NameStore Call AttributeLoad Call AttributeLoad NameLoad attr Str attr NameLoad NameLoad Assign NameStore Call NameLoad Call AttributeLoad Call AttributeLoad NameLoad attr NameLoad attr Expr Call AttributeLoad NameLoad attr Num Call NameLoad NameLoad Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr keyword NameLoad ListLoad TupleLoad Str Str Dict Str NameLoad TupleLoad Str Str Dict Str NameLoad TupleLoad Str Str Dict Str Call NameLoad ListLoad Str TupleLoad Str Str Dict Str NameLoad TupleLoad Str Str Dict Str NameLoad TupleLoad Str Str Dict Str NameLoad Expr Call AttributeLoad NameLoad attr ListLoad Str Call NameLoad Call AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr ListLoad Str Call NameLoad Call AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Str keyword ListLoad keyword ListLoad Str Assign NameStore Call AttributeLoad NameLoad attr Str keyword ListLoad Str keyword ListLoad Assign NameStore Call AttributeLoad NameLoad attr Str keyword ListLoad keyword ListLoad Assign NameStore Call AttributeLoad Call AttributeLoad NameLoad attr Str attr NameLoad NameLoad Assign NameStore Call AttributeLoad Call AttributeLoad NameLoad attr Str attr NameLoad NameLoad Assign NameStore Call NameLoad Call AttributeLoad Call AttributeLoad NameLoad attr NameLoad attr Expr Call AttributeLoad NameLoad attr Num Call NameLoad NameLoad Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr keyword NameLoad ListLoad TupleLoad Str Str Dict Str NameLoad TupleLoad Str Str Dict Str NameLoad TupleLoad Str Str Dict Str Call NameLoad ListLoad Str TupleLoad Str Str Dict Str NameLoad TupleLoad Str Str Dict Str NameLoad TupleLoad Str Str Dict Str NameLoad Expr Call AttributeLoad NameLoad attr ListLoad Str Call AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr ListLoad Str Call AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Str Assign NameStore Call AttributeLoad NameLoad attr Str keyword ListLoad keyword ListLoad Assign NameStore Call AttributeLoad NameLoad attr Str keyword ListLoad keyword ListLoad Assign NameStore Call AttributeLoad NameLoad attr Str Expr Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad Assign NameStore Call NameLoad Call AttributeLoad Call AttributeLoad NameLoad attr NameLoad attr Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr ListLoad TupleLoad Str Str TupleLoad Str Str TupleLoad Str Str TupleLoad Str Str TupleLoad Str Str decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Str Assign NameStore Call AttributeLoad NameLoad attr Str keyword ListLoad keyword ListLoad Expr Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr Str Assign NameStore Call AttributeLoad NameLoad attr Str keyword ListLoad keyword ListLoad Assign NameStore Call AttributeLoad NameLoad attr Str Assign NameStore Call AttributeLoad NameLoad attr Str Assign NameStore Call AttributeLoad NameLoad attr Str keyword ListLoad keyword ListLoad Expr Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad NameLoad Expr Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr Str Assign NameStore Call AttributeLoad NameLoad attr Str Assign NameStore Call AttributeLoad NameLoad attr Str Assign NameStore Call AttributeLoad NameLoad attr Str Expr Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad Expr Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr Str keyword ListLoad keyword ListLoad Expr Call AttributeLoad NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Assign NameStore Call NameLoad Call AttributeLoad Call AttributeLoad NameLoad attr NameLoad attr Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Str Str Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Str Str Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Str Str Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Str Str Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Str Str Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Str Str Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Str Str Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Str Str Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Str Str Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Str Str Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Str Str Expr Call AttributeLoad NameLoad attr Num Call NameLoad NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Str Assign NameStore Call AttributeLoad NameLoad attr Str keyword ListLoad keyword ListLoad Assign NameStore Call AttributeLoad NameLoad attr Str keyword ListLoad keyword ListLoad Assign NameStore Call AttributeLoad NameLoad attr Str Assign NameStore Call AttributeLoad NameLoad attr Str keyword ListLoad keyword ListLoad Assign NameStore Call AttributeLoad NameLoad attr Str keyword ListLoad keyword ListLoad Assign NameStore Call AttributeLoad NameLoad attr Str Expr Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad Expr Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad Assign NameStore Call NameLoad Call AttributeLoad Call AttributeLoad NameLoad attr NameLoad attr For TupleStore NameStore NameStore ListLoad TupleLoad Str Str TupleLoad Str Str TupleLoad Str Str TupleLoad Str Str TupleLoad Str Str TupleLoad Str Str TupleLoad Str Str TupleLoad Str Str body Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr NameLoad NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Str Assign NameStore Call AttributeLoad NameLoad attr Str keyword ListLoad Str keyword ListLoad Assign NameStore Call AttributeLoad NameLoad attr Str keyword ListLoad keyword ListLoad Str Assign NameStore Call AttributeLoad NameLoad attr Str Expr Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad Assign NameStore Call AttributeLoad Call AttributeLoad NameLoad attr NameLoad attr Assign NameStore AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr NameLoad NameLoad Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr Num Call NameLoad NameLoad Assign NameStore SubscriptLoad NameLoad Index Num Expr Call AttributeLoad NameLoad attr NameLoad AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr SubscriptLoad SubscriptLoad AttributeLoad NameLoad attr Index NameLoad Index Str Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr NameLoad NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Str Assign NameStore Call AttributeLoad NameLoad attr Str keyword ListLoad keyword ListLoad Assign NameStore Call AttributeLoad NameLoad attr Str keyword ListLoad keyword ListLoad Assign NameStore Call AttributeLoad NameLoad attr Str Expr Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Assign NameStore Call AttributeLoad Call AttributeLoad NameLoad attr NameLoad attr Assign NameStore AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr NameLoad NameLoad Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr NameLoad NameLoad Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr NameLoad NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad Call AttributeLoad NameLoad attr Str attr Call AttributeLoad NameLoad attr keyword Str Call AttributeLoad NameLoad attr keyword Str Assign NameStore Call AttributeLoad NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Str AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad Call AttributeLoad NameLoad attr Str attr Call AttributeLoad Call AttributeLoad NameLoad attr Str attr Call AttributeLoad NameLoad attr keyword Str Call AttributeLoad Call AttributeLoad NameLoad attr Str attr Call AttributeLoad NameLoad attr keyword Str Assign NameStore Call AttributeLoad NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Str AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Str Call AttributeLoad NameLoad attr Str Assign NameStore Call AttributeLoad Call AttributeLoad NameLoad attr NameLoad attr Expr Call AttributeLoad NameLoad attr Num Call NameLoad AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr Num Call AttributeLoad AttributeLoad NameLoad attr attr decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Str Call AttributeLoad NameLoad attr Str Assign NameStore Call AttributeLoad Call AttributeLoad NameLoad attr NameLoad attr Expr Call AttributeLoad NameLoad attr Num Call NameLoad AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr Num Call AttributeLoad AttributeLoad NameLoad attr attr decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Str Call AttributeLoad NameLoad attr Str Assign NameStore Call AttributeLoad Call AttributeLoad NameLoad attr NameLoad attr Assign NameStore AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr Num Call NameLoad NameLoad Expr Call AttributeLoad NameLoad attr Num Call AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Str Assign NameStore Call AttributeLoad NameLoad attr Str Assign NameStore Call AttributeLoad NameLoad attr Str NameLoad Assign NameStore Call AttributeLoad Call AttributeLoad NameLoad attr Str NameLoad attr NameLoad Assign NameStore Call NameLoad Call AttributeLoad Call AttributeLoad NameLoad attr NameLoad attr Expr Call AttributeLoad NameLoad attr Num Call NameLoad NameLoad Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr keyword NameLoad ListLoad TupleLoad Str Str Dict Str NameLoad TupleLoad Str Str Dict Str Str NameLoad NameLoad TupleLoad Str Str Dict Str NameLoad TupleLoad Str Str Dict Str NameLoad TupleLoad Str Str Dict Str NameLoad Expr Call AttributeLoad NameLoad attr NameLoad SubscriptLoad SubscriptLoad AttributeLoad NameLoad attr Index Str Index Str Expr Call AttributeLoad NameLoad attr ListLoad Str Call NameLoad Call AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr ListLoad Str Call NameLoad Call AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Str Assign TupleStore NameStore NameStore Call AttributeLoad NameLoad attr Num Assign NameStore Call AttributeLoad Call AttributeLoad NameLoad attr Str NameLoad attr NameLoad NameLoad Assign NameStore Call NameLoad Call AttributeLoad Call AttributeLoad NameLoad attr NameLoad attr Expr Call AttributeLoad NameLoad attr Num Call NameLoad NameLoad Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr keyword NameLoad ListLoad TupleLoad Str Str Dict Str NameLoad TupleLoad Str Str Dict Str NameLoad TupleLoad Str Str Dict Str Str NameLoad NameLoad TupleLoad Str Str Dict Str NameLoad Expr Call AttributeLoad NameLoad attr ListLoad Str Call AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr ListLoad Str Call AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr NameLoad SubscriptLoad SubscriptLoad AttributeLoad NameLoad attr Index Str Index Str Expr Call AttributeLoad NameLoad attr NameLoad SubscriptLoad SubscriptLoad AttributeLoad NameLoad attr Index Str Index Str decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Str Assign TupleStore NameStore NameStore Call AttributeLoad NameLoad attr Num Assign NameStore Call AttributeLoad Call AttributeLoad NameLoad attr Str NameLoad attr NameLoad NameLoad Assign NameStore Call NameLoad Call AttributeLoad Call AttributeLoad NameLoad attr NameLoad attr Expr Call AttributeLoad NameLoad attr Num Call NameLoad NameLoad Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr keyword NameLoad ListLoad TupleLoad Str Str Dict Str NameLoad TupleLoad Str Str Dict Str Str NameLoad NameLoad TupleLoad Str Str Dict Str Str NameLoad NameLoad TupleLoad Str Str Dict Str NameLoad TupleLoad Str Str Dict Str NameLoad Expr Call AttributeLoad NameLoad attr ListLoad Str Call NameLoad Call AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr ListLoad Str Call NameLoad Call AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr NameLoad SubscriptLoad SubscriptLoad AttributeLoad NameLoad attr Index Str Index Str Expr Call AttributeLoad NameLoad attr NameLoad SubscriptLoad SubscriptLoad AttributeLoad NameLoad attr Index Str Index Str decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Str Assign TupleStore NameStore NameStore NameStore Call AttributeLoad NameLoad attr Num Assign NameStore Call AttributeLoad Call AttributeLoad Call AttributeLoad NameLoad attr Str NameLoad attr NameLoad NameLoad NameLoad attr NameLoad NameLoad Assign NameStore Call NameLoad Call AttributeLoad Call AttributeLoad NameLoad attr NameLoad attr Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr keyword NameLoad ListLoad TupleLoad Str Str Dict Str NameLoad TupleLoad Str Str Dict Str Str NameLoad NameLoad TupleLoad Str Str Dict Str Str NameLoad NameLoad TupleLoad Str Str Dict Str NameLoad TupleLoad Str Str Dict Str NameLoad TupleLoad Str Str Dict Str NameLoad Expr Call AttributeLoad NameLoad attr ListLoad Str Call AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr ListLoad Str Call AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr NameLoad SubscriptLoad SubscriptLoad AttributeLoad NameLoad attr Index Str Index Str Expr Call AttributeLoad NameLoad attr NameLoad SubscriptLoad SubscriptLoad AttributeLoad NameLoad attr Index Str Index Str Expr Call AttributeLoad NameLoad attr NameLoad SubscriptLoad SubscriptLoad AttributeLoad NameLoad attr Index Str Index Str decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Str Assign NameStore Call AttributeLoad NameLoad attr Str Assign TupleStore NameStore NameStore NameStore NameStore Call AttributeLoad NameLoad attr Num Assign NameStore Call AttributeLoad Call AttributeLoad NameLoad attr Str NameLoad attr NameLoad NameLoad Assign NameStore Call AttributeLoad Call AttributeLoad NameLoad attr Str NameLoad attr NameLoad NameLoad NameLoad Assign NameStore Call NameLoad Call AttributeLoad Call AttributeLoad NameLoad attr NameLoad attr Expr Call AttributeLoad NameLoad attr Num Call NameLoad NameLoad Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr keyword NameLoad ListLoad TupleLoad Str Str Dict Str NameLoad TupleLoad Str Str Dict Str Str NameLoad NameLoad TupleLoad Str Str Dict Str NameLoad TupleLoad Str Str Dict Str NameLoad TupleLoad Str Str Dict Str Str NameLoad NameLoad TupleLoad Str Str Dict Str NameLoad TupleLoad Str Str Dict Str NameLoad TupleLoad Str Str Dict Str NameLoad TupleLoad Str Str Dict Str NameLoad Expr Call AttributeLoad NameLoad attr NameLoad SubscriptLoad SubscriptLoad AttributeLoad NameLoad attr Index Str Index Str Expr Call AttributeLoad NameLoad attr NameLoad SubscriptLoad SubscriptLoad AttributeLoad NameLoad attr Index Str Index Str Expr Call AttributeLoad NameLoad attr NameLoad SubscriptLoad SubscriptLoad AttributeLoad NameLoad attr Index Str Index Str Expr Call AttributeLoad NameLoad attr NameLoad SubscriptLoad SubscriptLoad AttributeLoad NameLoad attr Index Str Index Str Expr Call AttributeLoad NameLoad attr NameLoad SubscriptLoad SubscriptLoad AttributeLoad NameLoad attr Index Str Index Str Expr Call AttributeLoad NameLoad attr NameLoad Call AttributeLoad SubscriptLoad AttributeLoad NameLoad attr Index Str attr Str decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Str Assign TupleStore NameStore NameStore NameStore NameStore Call AttributeLoad NameLoad attr Num Assign NameStore Call AttributeLoad Call AttributeLoad NameLoad attr Str attr NameLoad NameLoad Assign NameStore Call AttributeLoad Call AttributeLoad NameLoad attr Str NameLoad attr NameLoad NameLoad NameLoad Assign NameStore Call NameLoad Call AttributeLoad Call AttributeLoad NameLoad attr NameLoad attr Expr Call AttributeLoad NameLoad attr Num Call NameLoad NameLoad Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr keyword NameLoad ListLoad TupleLoad Str Str Dict Str NameLoad TupleLoad Str Str Dict Str Str NameLoad NameLoad TupleLoad Str Str Dict Str NameLoad TupleLoad Str Str Dict Str NameLoad TupleLoad Str Str Dict Str NameLoad TupleLoad Str Str Dict Str NameLoad TupleLoad Str Str Dict Str NameLoad TupleLoad Str Str Dict Str NameLoad Expr Call AttributeLoad NameLoad attr NameLoad SubscriptLoad SubscriptLoad AttributeLoad NameLoad attr Index Str Index Str Expr Call AttributeLoad NameLoad attr NameLoad SubscriptLoad SubscriptLoad AttributeLoad NameLoad attr Index Str Index Str Expr Call AttributeLoad NameLoad attr NameLoad SubscriptLoad SubscriptLoad AttributeLoad NameLoad attr Index Str Index Str Expr Call AttributeLoad NameLoad attr NameLoad SubscriptLoad SubscriptLoad AttributeLoad NameLoad attr Index Str Index Str Expr Call AttributeLoad NameLoad attr NameLoad Call AttributeLoad SubscriptLoad AttributeLoad NameLoad attr Index Str attr Str decorator_list decorator_list
N/A taskflow engines taskflow.engines.action_engine compiler taskflow exceptions exc taskflow.patterns graph_flow gf taskflow.patterns linear_flow lf taskflow.patterns unordered_flow uf taskflow retry taskflow test taskflow.tests utils test_utils _replicate_graph_with_names N/A N/A compilation N/A N/A N/A g N/A compilation execution_graph N/A n_g N/A N/A g __class__ name N/A g name N/A N/A node node_data N/A N/A g nodes_iter data True N/A N/A N/A N/A n_g add_node N/A node name attr_dict node_data N/A N/A u v u_v_data N/A N/A g edges_iter data True N/A N/A N/A N/A n_g add_edge N/A u name N/A v name attr_dict u_v_data N/A n_g N/A PatternCompileTest N/A N/A test TestCase N/A test_task N/A N/A self N/A N/A N/A task N/A N/A test_utils DummyTask name a N/A g N/A _replicate_graph_with_names N/A N/A N/A N/A compiler PatternCompiler task compile N/A N/A N/A self assertEqual N/A a N/A list N/A N/A g nodes N/A N/A N/A self assertEqual N/A N/A list N/A N/A g edges N/A test_retry N/A N/A self N/A N/A N/A r N/A N/A retry AlwaysRevert r1 N/A N/A N/A self assertRaises TypeError N/A N/A N/A compiler PatternCompiler r compile N/A test_wrong_object N/A N/A self N/A N/A N/A msg_regex ^Unknown object .* requested to compile N/A N/A N/A self assertRaisesRegexp TypeError msg_regex N/A N/A N/A compiler PatternCompiler 42 compile N/A test_empty N/A N/A self N/A N/A N/A flo N/A N/A lf Flow test N/A N/A N/A N/A N/A compiler PatternCompiler flo compile N/A test_linear N/A N/A self N/A N/A N/A N/A a b c d N/A N/A test_utils make_many 4 N/A flo N/A N/A lf Flow test N/A N/A N/A flo add a b c N/A inner_flo N/A N/A lf Flow sub-test N/A N/A N/A inner_flo add d N/A N/A N/A flo add inner_flo N/A g N/A _replicate_graph_with_names N/A N/A N/A N/A compiler PatternCompiler flo compile N/A N/A N/A self assertEqual 8 N/A len g N/A order N/A N/A g topological_sort N/A N/A N/A self assertEqual N/A test a b c sub-test d sub-test[$] test[$] order N/A N/A N/A self assertTrue N/A N/A g has_edge c sub-test N/A N/A N/A self assertTrue N/A N/A g has_edge sub-test d N/A N/A N/A self assertEqual N/A invariant True N/A N/A g get_edge_data sub-test d N/A N/A N/A self assertEqual N/A test[$] N/A list N/A N/A g no_successors_iter N/A N/A N/A self assertEqual N/A test N/A list N/A N/A g no_predecessors_iter N/A test_invalid N/A N/A self N/A N/A N/A N/A a b c N/A N/A test_utils make_many 3 N/A flo N/A N/A lf Flow test N/A N/A N/A flo add a b c N/A N/A N/A flo add flo N/A N/A N/A self assertRaises ValueError N/A N/A N/A compiler PatternCompiler flo compile N/A test_unordered N/A N/A self N/A N/A N/A N/A a b c d N/A N/A test_utils make_many 4 N/A flo N/A N/A uf Flow test N/A N/A N/A flo add a b c d N/A g N/A _replicate_graph_with_names N/A N/A N/A N/A compiler PatternCompiler flo compile N/A N/A N/A self assertEqual 6 N/A len g N/A N/A N/A self assertItemsEqual N/A N/A g edges N/A N/A test a N/A test b N/A test c N/A test d N/A a test[$] N/A b test[$] N/A c test[$] N/A d test[$] N/A N/A N/A self assertEqual N/A set N/A test N/A set N/A N/A g no_predecessors_iter N/A test_linear_nested N/A N/A self N/A N/A N/A N/A a b c d N/A N/A test_utils make_many 4 N/A flo N/A N/A lf Flow test N/A N/A N/A flo add a b N/A inner_flo N/A N/A uf Flow test2 N/A N/A N/A inner_flo add c d N/A N/A N/A flo add inner_flo N/A g N/A _replicate_graph_with_names N/A N/A N/A N/A compiler PatternCompiler flo compile N/A N/A N/A self assertEqual 8 N/A len g N/A sub_g N/A N/A g subgraph N/A a b N/A N/A N/A self assertFalse N/A N/A sub_g has_edge b a N/A N/A N/A self assertTrue N/A N/A sub_g has_edge a b N/A N/A N/A self assertEqual N/A invariant True N/A N/A sub_g get_edge_data a b N/A sub_g N/A N/A g subgraph N/A c d N/A N/A N/A self assertEqual 0 N/A N/A sub_g number_of_edges N/A N/A N/A self assertTrue N/A N/A g has_edge b test2 N/A N/A N/A self assertTrue N/A N/A g has_edge test2 c N/A N/A N/A self assertTrue N/A N/A g has_edge test2 d N/A test_unordered_nested N/A N/A self N/A N/A N/A N/A a b c d N/A N/A test_utils make_many 4 N/A flo N/A N/A uf Flow test N/A N/A N/A flo add a b N/A flo2 N/A N/A lf Flow test2 N/A N/A N/A flo2 add c d N/A N/A N/A flo add flo2 N/A g N/A _replicate_graph_with_names N/A N/A N/A N/A compiler PatternCompiler flo compile N/A N/A N/A self assertEqual 8 N/A len g N/A N/A N/A self assertItemsEqual N/A N/A g edges N/A N/A test a N/A test b N/A test test2 N/A test2 c N/A c d N/A d test2[$] N/A test2[$] test[$] N/A a test[$] N/A b test[$] N/A test_unordered_nested_in_linear N/A N/A self N/A N/A N/A N/A a b c d N/A N/A test_utils make_many 4 N/A inner_flo N/A N/A N/A N/A uf Flow ut add b c N/A flo N/A N/A N/A N/A lf Flow lt add a inner_flo d N/A g N/A _replicate_graph_with_names N/A N/A N/A N/A compiler PatternCompiler flo compile N/A N/A N/A self assertEqual 8 N/A len g N/A N/A N/A self assertItemsEqual N/A N/A g edges N/A N/A lt a N/A a ut N/A ut b N/A ut c N/A b ut[$] N/A c ut[$] N/A ut[$] d N/A d lt[$] N/A test_graph N/A N/A self N/A N/A N/A N/A a b c d N/A N/A test_utils make_many 4 N/A flo N/A N/A gf Flow test N/A N/A N/A flo add a b c d N/A compilation N/A N/A N/A N/A compiler PatternCompiler flo compile N/A N/A N/A self assertEqual 6 N/A len N/A compilation execution_graph N/A N/A N/A self assertEqual 8 N/A N/A N/A compilation execution_graph number_of_edges N/A test_graph_nested N/A N/A self N/A N/A N/A N/A a b c d e f g N/A N/A test_utils make_many 7 N/A flo N/A N/A gf Flow test N/A N/A N/A flo add a b c d N/A flo2 N/A N/A lf Flow test2 N/A N/A N/A flo2 add e f g N/A N/A N/A flo add flo2 N/A g N/A _replicate_graph_with_names N/A N/A N/A N/A compiler PatternCompiler flo compile N/A N/A N/A self assertEqual 11 N/A len g N/A N/A N/A self assertItemsEqual N/A N/A g edges N/A N/A test a N/A test b N/A test c N/A test d N/A a test[$] N/A b test[$] N/A c test[$] N/A d test[$] N/A test test2 N/A test2 e N/A e f N/A f g N/A g test2[$] N/A test2[$] test[$] N/A test_graph_nested_graph N/A N/A self N/A N/A N/A N/A a b c d e f g N/A N/A test_utils make_many 7 N/A flo N/A N/A gf Flow test N/A N/A N/A flo add a b c d N/A flo2 N/A N/A gf Flow test2 N/A N/A N/A flo2 add e f g N/A N/A N/A flo add flo2 N/A g N/A _replicate_graph_with_names N/A N/A N/A N/A compiler PatternCompiler flo compile N/A N/A N/A self assertEqual 11 N/A len g N/A N/A N/A self assertItemsEqual N/A N/A g edges N/A N/A test a N/A test b N/A test c N/A test d N/A test test2 N/A test2 e N/A test2 f N/A test2 g N/A e test2[$] N/A f test2[$] N/A g test2[$] N/A test2[$] test[$] N/A a test[$] N/A b test[$] N/A c test[$] N/A d test[$] N/A test_graph_links N/A N/A self N/A N/A N/A N/A a b c d N/A N/A test_utils make_many 4 N/A flo N/A N/A gf Flow test N/A N/A N/A flo add a b c d N/A N/A N/A flo link a b N/A N/A N/A flo link b c N/A N/A N/A flo link c d N/A g N/A _replicate_graph_with_names N/A N/A N/A N/A compiler PatternCompiler flo compile N/A N/A N/A self assertEqual 6 N/A len g N/A N/A N/A self assertItemsEqual N/A N/A g edges data True N/A N/A test a N/A invariant True N/A a b N/A manual True N/A b c N/A manual True N/A c d N/A manual True N/A d test[$] N/A invariant True N/A N/A N/A self assertItemsEqual N/A test N/A N/A g no_predecessors_iter N/A N/A N/A self assertItemsEqual N/A test[$] N/A N/A g no_successors_iter N/A test_graph_dependencies N/A N/A self N/A N/A N/A a N/A N/A test_utils ProvidesRequiresTask a provides N/A x requires N/A N/A b N/A N/A test_utils ProvidesRequiresTask b provides N/A requires N/A x N/A flo N/A N/A N/A N/A gf Flow test add a b N/A g N/A _replicate_graph_with_names N/A N/A N/A N/A compiler PatternCompiler flo compile N/A N/A N/A self assertEqual 4 N/A len g N/A N/A N/A self assertItemsEqual N/A N/A g edges data True N/A N/A test a N/A invariant True N/A a b N/A reasons N/A set N/A x N/A b test[$] N/A invariant True N/A N/A N/A self assertItemsEqual N/A test N/A N/A g no_predecessors_iter N/A N/A N/A self assertItemsEqual N/A test[$] N/A N/A g no_successors_iter N/A test_graph_nested_requires N/A N/A self N/A N/A N/A a N/A N/A test_utils ProvidesRequiresTask a provides N/A x requires N/A N/A b N/A N/A test_utils ProvidesRequiresTask b provides N/A requires N/A N/A c N/A N/A test_utils ProvidesRequiresTask c provides N/A requires N/A x N/A inner_flo N/A N/A N/A N/A lf Flow test2 add b c N/A flo N/A N/A N/A N/A gf Flow test add a inner_flo N/A g N/A _replicate_graph_with_names N/A N/A N/A N/A compiler PatternCompiler flo compile N/A N/A N/A self assertEqual 7 N/A len g N/A N/A N/A self assertItemsEqual N/A N/A g edges data True N/A N/A test a N/A invariant True N/A test2 b N/A invariant True N/A a test2 N/A reasons N/A set N/A x N/A b c N/A invariant True N/A c test2[$] N/A invariant True N/A test2[$] test[$] N/A invariant True N/A N/A N/A self assertItemsEqual N/A test N/A list N/A N/A g no_predecessors_iter N/A N/A N/A self assertItemsEqual N/A test[$] N/A list N/A N/A g no_successors_iter N/A test_graph_nested_provides N/A N/A self N/A N/A N/A a N/A N/A test_utils ProvidesRequiresTask a provides N/A requires N/A x N/A b N/A N/A test_utils ProvidesRequiresTask b provides N/A x requires N/A N/A c N/A N/A test_utils ProvidesRequiresTask c provides N/A requires N/A N/A inner_flo N/A N/A N/A N/A lf Flow test2 add b c N/A flo N/A N/A N/A N/A gf Flow test add a inner_flo N/A g N/A _replicate_graph_with_names N/A N/A N/A N/A compiler PatternCompiler flo compile N/A N/A N/A self assertEqual 7 N/A len g N/A N/A N/A self assertItemsEqual N/A N/A g edges data True N/A N/A test test2 N/A invariant True N/A a test[$] N/A invariant True N/A test2[$] a N/A reasons N/A set N/A x N/A test2 b N/A invariant True N/A b c N/A invariant True N/A c test2[$] N/A invariant True N/A N/A N/A self assertItemsEqual N/A test N/A N/A g no_predecessors_iter N/A N/A N/A self assertItemsEqual N/A test[$] N/A N/A g no_successors_iter N/A test_empty_flow_in_linear_flow N/A N/A self N/A N/A N/A flo N/A N/A lf Flow lf N/A a N/A N/A test_utils ProvidesRequiresTask a provides N/A requires N/A N/A b N/A N/A test_utils ProvidesRequiresTask b provides N/A requires N/A N/A empty_flo N/A N/A gf Flow empty N/A N/A N/A flo add a empty_flo b N/A g N/A _replicate_graph_with_names N/A N/A N/A N/A compiler PatternCompiler flo compile N/A N/A N/A self assertItemsEqual N/A N/A g edges N/A N/A lf a N/A a empty N/A empty empty[$] N/A empty[$] b N/A b lf[$] N/A test_many_empty_in_graph_flow N/A N/A self N/A N/A N/A flo N/A N/A gf Flow root N/A a N/A N/A test_utils ProvidesRequiresTask a provides N/A requires N/A N/A N/A N/A flo add a N/A b N/A N/A lf Flow b N/A b_0 N/A N/A test_utils ProvidesRequiresTask b.0 provides N/A requires N/A N/A b_1 N/A N/A lf Flow b.1 N/A b_2 N/A N/A lf Flow b.2 N/A b_3 N/A N/A test_utils ProvidesRequiresTask b.3 provides N/A requires N/A N/A N/A N/A b add b_0 b_1 b_2 b_3 N/A N/A N/A flo add b N/A c N/A N/A lf Flow c N/A c_0 N/A N/A lf Flow c.0 N/A c_1 N/A N/A lf Flow c.1 N/A c_2 N/A N/A lf Flow c.2 N/A N/A N/A c add c_0 c_1 c_2 N/A N/A N/A flo add c N/A d N/A N/A test_utils ProvidesRequiresTask d provides N/A requires N/A N/A N/A N/A flo add d N/A N/A N/A flo link b d N/A N/A N/A flo link a d N/A N/A N/A flo link c d N/A g N/A _replicate_graph_with_names N/A N/A N/A N/A compiler PatternCompiler flo compile N/A N/A N/A self assertTrue N/A N/A g has_edge root a N/A N/A N/A self assertTrue N/A N/A g has_edge root b N/A N/A N/A self assertTrue N/A N/A g has_edge root c N/A N/A N/A self assertTrue N/A N/A g has_edge b.0 b.1 N/A N/A N/A self assertTrue N/A N/A g has_edge b.1[$] b.2 N/A N/A N/A self assertTrue N/A N/A g has_edge b.2[$] b.3 N/A N/A N/A self assertTrue N/A N/A g has_edge c.0[$] c.1 N/A N/A N/A self assertTrue N/A N/A g has_edge c.1[$] c.2 N/A N/A N/A self assertTrue N/A N/A g has_edge a d N/A N/A N/A self assertTrue N/A N/A g has_edge b[$] d N/A N/A N/A self assertTrue N/A N/A g has_edge c[$] d N/A N/A N/A self assertEqual 20 N/A len g N/A test_empty_flow_in_nested_flow N/A N/A self N/A N/A N/A flow N/A N/A lf Flow lf N/A a N/A N/A test_utils ProvidesRequiresTask a provides N/A requires N/A N/A b N/A N/A test_utils ProvidesRequiresTask b provides N/A requires N/A N/A flow2 N/A N/A lf Flow lf-2 N/A c N/A N/A test_utils ProvidesRequiresTask c provides N/A requires N/A N/A d N/A N/A test_utils ProvidesRequiresTask d provides N/A requires N/A N/A empty_flow N/A N/A gf Flow empty N/A N/A N/A flow2 add c empty_flow d N/A N/A N/A flow add a flow2 b N/A g N/A _replicate_graph_with_names N/A N/A N/A N/A compiler PatternCompiler flow compile N/A N/A u v N/A N/A lf a N/A a lf-2 N/A lf-2 c N/A c empty N/A empty[$] d N/A d lf-2[$] N/A lf-2[$] b N/A b lf[$] N/A N/A N/A N/A self assertTrue N/A N/A g has_edge u v N/A test_empty_flow_in_graph_flow N/A N/A self N/A N/A N/A flow N/A N/A lf Flow lf N/A a N/A N/A test_utils ProvidesRequiresTask a provides N/A a requires N/A N/A b N/A N/A test_utils ProvidesRequiresTask b provides N/A requires N/A a N/A empty_flow N/A N/A lf Flow empty N/A N/A N/A flow add a empty_flow b N/A compilation N/A N/A N/A N/A compiler PatternCompiler flow compile N/A g N/A compilation execution_graph N/A N/A N/A self assertTrue N/A N/A g has_edge flow a N/A N/A N/A self assertTrue N/A N/A g has_edge a empty_flow N/A empty_flow_successors N/A N/A g successors empty_flow N/A N/A N/A self assertEqual 1 N/A len empty_flow_successors N/A empty_flow_terminal N/A empty_flow_successors N/A 0 N/A N/A N/A self assertIs empty_flow N/A empty_flow_terminal flow N/A N/A N/A self assertEqual N/A compiler FLOW_END N/A N/A N/A g node N/A empty_flow_terminal N/A kind N/A N/A N/A self assertTrue N/A N/A g has_edge empty_flow_terminal b N/A test_empty_flow_in_graph_flow_linkage N/A N/A self N/A N/A N/A flow N/A N/A gf Flow lf N/A a N/A N/A test_utils ProvidesRequiresTask a provides N/A requires N/A N/A b N/A N/A test_utils ProvidesRequiresTask b provides N/A requires N/A N/A empty_flow N/A N/A lf Flow empty N/A N/A N/A flow add a empty_flow b N/A N/A N/A flow link a b N/A compilation N/A N/A N/A N/A compiler PatternCompiler flow compile N/A g N/A compilation execution_graph N/A N/A N/A self assertTrue N/A N/A g has_edge a b N/A N/A N/A self assertTrue N/A N/A g has_edge flow a N/A N/A N/A self assertTrue N/A N/A g has_edge flow empty_flow N/A test_checks_for_dups N/A N/A self N/A N/A N/A flo N/A N/A N/A N/A gf Flow test add N/A N/A test_utils DummyTask name a N/A N/A test_utils DummyTask name a N/A e N/A N/A engines load flo N/A N/A N/A self assertRaisesRegexp N/A exc Duplicate ^Atoms with duplicate names N/A e compile N/A test_checks_for_dups_globally N/A N/A self N/A N/A N/A flo N/A N/A N/A N/A gf Flow test add N/A N/A N/A N/A gf Flow int1 add N/A N/A test_utils DummyTask name a N/A N/A N/A N/A gf Flow int2 add N/A N/A test_utils DummyTask name a N/A e N/A N/A engines load flo N/A N/A N/A self assertRaisesRegexp N/A exc Duplicate ^Atoms with duplicate names N/A e compile N/A test_retry_in_linear_flow N/A N/A self N/A N/A N/A flo N/A N/A lf Flow test N/A N/A retry AlwaysRevert c N/A compilation N/A N/A N/A N/A compiler PatternCompiler flo compile N/A N/A N/A self assertEqual 3 N/A len N/A compilation execution_graph N/A N/A N/A self assertEqual 2 N/A N/A N/A compilation execution_graph number_of_edges N/A test_retry_in_unordered_flow N/A N/A self N/A N/A N/A flo N/A N/A uf Flow test N/A N/A retry AlwaysRevert c N/A compilation N/A N/A N/A N/A compiler PatternCompiler flo compile N/A N/A N/A self assertEqual 3 N/A len N/A compilation execution_graph N/A N/A N/A self assertEqual 2 N/A N/A N/A compilation execution_graph number_of_edges N/A test_retry_in_graph_flow N/A N/A self N/A N/A N/A flo N/A N/A gf Flow test N/A N/A retry AlwaysRevert c N/A compilation N/A N/A N/A N/A compiler PatternCompiler flo compile N/A g N/A compilation execution_graph N/A N/A N/A self assertEqual 3 N/A len g N/A N/A N/A self assertEqual 2 N/A N/A g number_of_edges N/A test_retry_in_nested_flows N/A N/A self N/A N/A N/A c1 N/A N/A retry AlwaysRevert c1 N/A c2 N/A N/A retry AlwaysRevert c2 N/A inner_flo N/A N/A lf Flow test2 c2 N/A flo N/A N/A N/A N/A lf Flow test c1 add inner_flo N/A g N/A _replicate_graph_with_names N/A N/A N/A N/A compiler PatternCompiler flo compile N/A N/A N/A self assertEqual 6 N/A len g N/A N/A N/A self assertItemsEqual N/A N/A g edges data True N/A N/A test c1 N/A invariant True N/A c1 test2 N/A invariant retry True True N/A test2 c2 N/A invariant True N/A c2 test2[$] N/A invariant True N/A test2[$] test[$] N/A invariant True N/A N/A N/A self assertIs c1 N/A N/A N/A g node N/A c2 N/A retry N/A N/A N/A self assertItemsEqual N/A test N/A list N/A N/A g no_predecessors_iter N/A N/A N/A self assertItemsEqual N/A test[$] N/A list N/A N/A g no_successors_iter N/A test_retry_in_linear_flow_with_tasks N/A N/A self N/A N/A N/A c N/A N/A retry AlwaysRevert c N/A N/A a b N/A N/A test_utils make_many 2 N/A flo N/A N/A N/A N/A lf Flow test c add a b N/A g N/A _replicate_graph_with_names N/A N/A N/A N/A compiler PatternCompiler flo compile N/A N/A N/A self assertEqual 5 N/A len g N/A N/A N/A self assertItemsEqual N/A N/A g edges data True N/A N/A test c N/A invariant True N/A a b N/A invariant True N/A c a N/A invariant retry True True N/A b test[$] N/A invariant True N/A N/A N/A self assertItemsEqual N/A test N/A N/A g no_predecessors_iter N/A N/A N/A self assertItemsEqual N/A test[$] N/A N/A g no_successors_iter N/A N/A N/A self assertIs c N/A N/A N/A g node N/A a N/A retry N/A N/A N/A self assertIs c N/A N/A N/A g node N/A b N/A retry N/A test_retry_in_unordered_flow_with_tasks N/A N/A self N/A N/A N/A c N/A N/A retry AlwaysRevert c N/A N/A a b N/A N/A test_utils make_many 2 N/A flo N/A N/A N/A N/A uf Flow test c add a b N/A g N/A _replicate_graph_with_names N/A N/A N/A N/A compiler PatternCompiler flo compile N/A N/A N/A self assertEqual 5 N/A len g N/A N/A N/A self assertItemsEqual N/A N/A g edges data True N/A N/A test c N/A invariant True N/A c a N/A invariant retry True True N/A c b N/A invariant retry True True N/A b test[$] N/A invariant True N/A a test[$] N/A invariant True N/A N/A N/A self assertItemsEqual N/A test N/A list N/A N/A g no_predecessors_iter N/A N/A N/A self assertItemsEqual N/A test[$] N/A list N/A N/A g no_successors_iter N/A N/A N/A self assertIs c N/A N/A N/A g node N/A a N/A retry N/A N/A N/A self assertIs c N/A N/A N/A g node N/A b N/A retry N/A test_retry_in_graph_flow_with_tasks N/A N/A self N/A N/A N/A r N/A N/A retry AlwaysRevert r N/A N/A a b c N/A N/A test_utils make_many 3 N/A flo N/A N/A N/A N/A N/A N/A gf Flow test r add a b c link b c N/A g N/A _replicate_graph_with_names N/A N/A N/A N/A compiler PatternCompiler flo compile N/A N/A N/A self assertItemsEqual N/A N/A g edges data True N/A N/A test r N/A invariant True N/A r a N/A invariant retry True True N/A r b N/A invariant retry True True N/A b c N/A manual True N/A a test[$] N/A invariant True N/A c test[$] N/A invariant True N/A N/A N/A self assertItemsEqual N/A test N/A N/A g no_predecessors_iter N/A N/A N/A self assertItemsEqual N/A test[$] N/A N/A g no_successors_iter N/A N/A N/A self assertIs r N/A N/A N/A g node N/A a N/A retry N/A N/A N/A self assertIs r N/A N/A N/A g node N/A b N/A retry N/A N/A N/A self assertIs r N/A N/A N/A g node N/A c N/A retry N/A test_retries_hierarchy N/A N/A self N/A N/A N/A c1 N/A N/A retry AlwaysRevert c1 N/A c2 N/A N/A retry AlwaysRevert c2 N/A N/A a b c d N/A N/A test_utils make_many 4 N/A inner_flo N/A N/A N/A N/A lf Flow test2 c2 add b c N/A flo N/A N/A N/A N/A lf Flow test c1 add a inner_flo d N/A g N/A _replicate_graph_with_names N/A N/A N/A N/A compiler PatternCompiler flo compile N/A N/A N/A self assertEqual 10 N/A len g N/A N/A N/A self assertItemsEqual N/A N/A g edges data True N/A N/A test c1 N/A invariant True N/A c1 a N/A invariant retry True True N/A a test2 N/A invariant True N/A test2 c2 N/A invariant True N/A c2 b N/A invariant retry True True N/A b c N/A invariant True N/A c test2[$] N/A invariant True N/A test2[$] d N/A invariant True N/A d test[$] N/A invariant True N/A N/A N/A self assertIs c1 N/A N/A N/A g node N/A a N/A retry N/A N/A N/A self assertIs c1 N/A N/A N/A g node N/A d N/A retry N/A N/A N/A self assertIs c2 N/A N/A N/A g node N/A b N/A retry N/A N/A N/A self assertIs c2 N/A N/A N/A g node N/A c N/A retry N/A N/A N/A self assertIs c1 N/A N/A N/A g node N/A c2 N/A retry N/A N/A N/A self assertIs None N/A N/A N/A N/A g node N/A c1 get retry N/A test_retry_subflows_hierarchy N/A N/A self N/A N/A N/A c1 N/A N/A retry AlwaysRevert c1 N/A N/A a b c d N/A N/A test_utils make_many 4 N/A inner_flo N/A N/A N/A N/A lf Flow test2 add b c N/A flo N/A N/A N/A N/A lf Flow test c1 add a inner_flo d N/A g N/A _replicate_graph_with_names N/A N/A N/A N/A compiler PatternCompiler flo compile N/A N/A N/A self assertEqual 9 N/A len g N/A N/A N/A self assertItemsEqual N/A N/A g edges data True N/A N/A test c1 N/A invariant True N/A c1 a N/A invariant retry True True N/A a test2 N/A invariant True N/A test2 b N/A invariant True N/A b c N/A invariant True N/A c test2[$] N/A invariant True N/A test2[$] d N/A invariant True N/A d test[$] N/A invariant True N/A N/A N/A self assertIs c1 N/A N/A N/A g node N/A a N/A retry N/A N/A N/A self assertIs c1 N/A N/A N/A g node N/A d N/A retry N/A N/A N/A self assertIs c1 N/A N/A N/A g node N/A b N/A retry N/A N/A N/A self assertIs c1 N/A N/A N/A g node N/A c N/A retry N/A N/A N/A self assertIs None N/A N/A N/A N/A g node N/A c1 get retry N/A N/A