tff.program.FederatedDataSource
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An abstract interface for representing federated data sources.
This interface abstracts away the specifics of working with various types of
data sources.
Things one can do with a data source:
Determine the type of the data supplied by this data source by inspecting
the federated_type property. The type returned should be a federated type.
Note that depending on whether this data source contains one or a number of
federated datasets, the type may or may not be a struct (with individual
datasets appearing as elements of this struct).
Construct a new iterator for this data source by invoking iterator on it.
Each iterator represents an independent pass over the data from this data
source.
Attributes |
|---|
federated_type
|
The type of the data returned by calling select on an iterator.
|
Methods
iterator
View source
@abc.abstractmethod
iterator() -> tff.program.FederatedDataSourceIterator
Returns a new iterator for retrieving data from this data source.
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Last updated 2024-09-20 UTC.
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View source on GitHub