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from __future__ import annotations
from contextlib import suppress
from functools import partial
from distributed.protocol.compression import compressions, default_compression
from distributed.protocol.core import decompress, dumps, loads, maybe_compress, msgpack
from distributed.protocol.cuda import cuda_deserialize, cuda_serialize
from distributed.protocol.serialize import (
Serialize,
Serialized,
dask_deserialize,
dask_serialize,
deserialize,
deserialize_bytes,
nested_deserialize,
register_generic,
register_serialization,
register_serialization_family,
serialize,
serialize_bytelist,
serialize_bytes,
to_serialize,
)
@dask_serialize.register_lazy("numpy")
@dask_deserialize.register_lazy("numpy")
def _register_numpy():
from distributed.protocol import numpy
@dask_serialize.register_lazy("scipy")
@dask_deserialize.register_lazy("scipy")
def _register_scipy():
from distributed.protocol import scipy
@dask_serialize.register_lazy("h5py")
@dask_deserialize.register_lazy("h5py")
def _register_h5py():
from distributed.protocol import h5py
@dask_serialize.register_lazy("netCDF4")
@dask_deserialize.register_lazy("netCDF4")
def _register_netcdf4():
from distributed.protocol import netcdf4
@dask_serialize.register_lazy("keras")
@dask_deserialize.register_lazy("keras")
def _register_keras():
from distributed.protocol import keras
@dask_serialize.register_lazy("sparse")
@dask_deserialize.register_lazy("sparse")
def _register_sparse():
from distributed.protocol import sparse
@dask_serialize.register_lazy("pyarrow")
@dask_deserialize.register_lazy("pyarrow")
def _register_arrow():
from distributed.protocol import arrow
@dask_serialize.register_lazy("torch")
@dask_deserialize.register_lazy("torch")
@dask_serialize.register_lazy("torchvision")
@dask_deserialize.register_lazy("torchvision")
def _register_torch():
from distributed.protocol import torch
@cuda_serialize.register_lazy("cupy")
@cuda_deserialize.register_lazy("cupy")
@dask_serialize.register_lazy("cupy")
@dask_deserialize.register_lazy("cupy")
@cuda_serialize.register_lazy("cupyx")
@cuda_deserialize.register_lazy("cupyx")
@dask_serialize.register_lazy("cupyx")
@dask_deserialize.register_lazy("cupyx")
def _register_cupy():
from distributed.protocol import cupy
@cuda_serialize.register_lazy("numba")
@cuda_deserialize.register_lazy("numba")
@dask_serialize.register_lazy("numba")
@dask_deserialize.register_lazy("numba")
def _register_numba():
from distributed.protocol import numba
@cuda_serialize.register_lazy("rmm")
@cuda_deserialize.register_lazy("rmm")
@dask_serialize.register_lazy("rmm")
@dask_deserialize.register_lazy("rmm")
def _register_rmm():
from distributed.protocol import rmm
@cuda_serialize.register_lazy("cudf")
@cuda_deserialize.register_lazy("cudf")
@dask_serialize.register_lazy("cudf")
@dask_deserialize.register_lazy("cudf")
@cuda_serialize.register_lazy("dask_cudf")
@cuda_deserialize.register_lazy("dask_cudf")
@dask_serialize.register_lazy("dask_cudf")
@dask_deserialize.register_lazy("dask_cudf")
def _register_cudf():
from cudf.comm import serialize
@cuda_serialize.register_lazy("cuml")
@cuda_deserialize.register_lazy("cuml")
@dask_serialize.register_lazy("cuml")
@dask_deserialize.register_lazy("cuml")
def _register_cuml():
with suppress(ImportError):
from cuml.comm import serialize
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