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Paddle/python/paddle/fluid/distributed/helper.py

86 lines
2.3 KiB

# Copyright (c) 2018 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
class FileSystem(object):
"""
A file system that support hadoop client desc.
Args:
fs_type (string): fs_type, for example is "afs"
user (string): hadoop param
passwd (string): hadoop param
hadoop bin (string): hadoop param
Examples:
fs = FileSystm()
"""
def __init__(self,
fs_type="afs",
uri="afs://xx",
user=None,
passwd=None,
hadoop_bin=""):
assert user != None
assert passwd != None
assert hadoop_bin != None
import ps_pb2 as pslib
self.fs_client = pslib.FsClientParameter()
self.fs_client.uri = uri
self.fs_client.user = user
self.fs_client.passwd = passwd
#self.fs_client.buffer_size = 0
self.fs_client.hadoop_bin = hadoop_bin
#self.fs_client.afs_conf = afs_conf if not afs_conf else ""
def get_desc(self):
"""
get hadoop desc.
"""
return self.fs_client
class MPIHelper(object):
"""
MPIHelper is a wrapper of mpi4py, support get_rank get_size etc.
Args:
No params
Examples:
mh = MPIHelper()
mh.get_ip()
"""
def __init__(self):
from mpi4py import MPI
self.comm = MPI.COMM_WORLD
self.MPI = MPI
def get_rank(self):
return self.comm.Get_rank()
def get_size(self):
return self.comm.Get_size()
def get_ip(self):
import socket
local_ip = socket.gethostbyname(socket.gethostname())
return local_ip
def get_hostname(self):
import socket
return socket.gethostname()
def finalize(self):
self.MPI.Finalize()