tf.data.experimental.service.WorkerConfig
Configuration class for tf.data service dispatchers.
tf.data.experimental.service.WorkerConfig(
dispatcher_address,
worker_address=None,
port=0,
protocol=None,
heartbeat_interval_ms=None,
dispatcher_timeout_ms=None,
data_transfer_protocol=None,
data_transfer_address=None
)
Fields |
dispatcher_address
|
Specifies the address of the dispatcher.
|
worker_address
|
Specifies the address of the worker server. This address is
passed to the dispatcher so that the dispatcher can tell clients how to
connect to this worker.
|
port
|
Specifies the port to bind to. A value of 0 indicates that the worker
can bind to any available port.
|
protocol
|
A string indicating the protocol to be used by the worker to
connect to the dispatcher. E.g. "grpc".
|
heartbeat_interval_ms
|
How often the worker should heartbeat to the
dispatcher, in milliseconds. If not set, the runtime will select a
reasonable default. A higher value will reduce the load on the dispatcher,
while a lower value will reduce the time it takes to reclaim resources
from finished jobs.
|
dispatcher_timeout_ms
|
How long, in milliseconds, to retry requests to the
dispatcher before giving up and reporting an error. Defaults to 1 hour.
|
data_transfer_protocol
|
A string indicating the protocol to be used by the
worker to transfer data to the client. E.g. "grpc".
|
data_transfer_address
|
A string indicating the data transfer address of the
worker server.
|
Attributes |
dispatcher_address
|
A namedtuple alias for field number 0
|
worker_address
|
A namedtuple alias for field number 1
|
port
|
A namedtuple alias for field number 2
|
protocol
|
A namedtuple alias for field number 3
|
heartbeat_interval_ms
|
A namedtuple alias for field number 4
|
dispatcher_timeout_ms
|
A namedtuple alias for field number 5
|
data_transfer_protocol
|
A namedtuple alias for field number 6
|
data_transfer_address
|
A namedtuple alias for field number 7
|
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Last updated 2023-10-06 UTC.
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