tf.contrib.framework.nest.map_structure_with_paths( func, *structure, **kwargs )
func to each entry in
structure and returns a new structure.
func(path, x, x, ..., **kwargs) where x[i] is an entry in
path is the common path to x[i] in the structures. All
structure must have the same arity, and the return value will
contain the results in the same structure. Special kwarg
determines whether the types of iterables within the structure must be the
same-- see **kwargs definition below.
func: A callable with the signature func(path, *values, **kwargs) that is evaluated on the leaves of the structure.
*structure: A variable number of compatible structures to process.
**kwargs: Optional kwargs to be passed through to func. Special kwarg
check_typesis not passed to func, but instead determines whether the types of iterables within the structures have to be same (e.g.,
map_structure(func, , (1,))raises a
TypeErrorexception). By default, the types must match. To allow iteration over structures of different types (but common arity), set this kwarg to
A structure of the same form as the input structures whose leaves are the result of evaluating func on corresponding leaves of the input structures.
funcis not callable or if the structures do not match each other by depth tree.
Falseand the two structures differ in the type of sequence in any of their substructures.
ValueError: If no structures are provided.