tff.simulation.datasets.load_and_parse_sql_client_data
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Load a ClientData
arises by parsing a serialized SqlClientData
.
tff.simulation.datasets.load_and_parse_sql_client_data(
database_filepath: str,
element_spec: Mapping[str, tf.TensorSpec],
split_name: Optional[str] = None
) -> tff.simulation.datasets.ClientData
Args |
database_filepath
|
A str filepath of the SQL database. This function will
first fetch the SQL database to a local temporary directory if
database_filepath is a remote directory.
|
element_spec
|
The element_spec of the local dataset. This is used to parse
the serialized tff.simulation.datasets.SqlClientData . The element_spec
must be of type Mapping[str, TensorSpec] .
|
split_name
|
An optional str identifier for the split of the database to
use. This filters clients and examples based on the split_name column. A
value of None means no filtering, selecting all examples.
|
Raises |
FileNotFoundError
|
if database_filepath does not exist.
|
ElementSpecCompatibilityError
|
if the element_spec of datasets are not of
type Mapping[str, TensorSpec] .
|
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Last updated 2024-09-20 UTC.
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