@op.distributed([], np.ndarray)
def zeros():
return np.zeros((100, 100))
@op.distributed([str], str)
def str_identity(string):
return string
@op.distributed([], np.ndarray)
def create_dist_array():
objrefs = np.empty((2, 2), dtype=np.dtype("int64"))
for i in range(2):
for j in range(2):
objrefs[i, j] = zeros().get_id()
return objrefs
@op.distributed([np.ndarray], np.ndarray)
def plusone(matrix):
return matrix + 1.0
if __name__ == "__main__":
args = parser.parse_args()
op.context.connect("127.0.0.1", args.server_port, args.subscriber_port,
"127.0.0.1", args.client_port)
op.register_current()
op.context.main_loop()
import orchpy as op
import argparse
parser = argparse.ArgumentParser()
parser.add_argument('server_port', type=int, help='the port to post requests to')
parser.add_argument('client_port', type=int, help='the port to listen at')
parser.add_argument('subscriber_port', type=int, help='the port used to set up the connections')
@op.distributed([np.ndarray, np.ndarray, np.ndarray, np.ndarray], np.ndarray)
def blockwise_dot(*matrices):
result = np.zeros((100, 100))
k = len(matrices) / 2
for i in range(k):
result += np.dot(matrices[i], matrices[k+i])
return result
@op.distributed([np.ndarray, np.ndarray], np.ndarray)
def matrix_multiply(first_dist_mat, second_dist_mat):
objrefs = np.zeros((2, 2), dtype=np.dtype("int64"))
for i in range(2):
for j in range(2):
args = list(map(op.ObjRef, first_dist_mat[i,:])) + list(map(op.ObjRef, second_dist_mat[:,j]))
objrefs[i,j] = blockwise_dot(*args).get_id()
return objrefs
if __name__ == "__main__":
args = parser.parse_args()
op.context.connect("127.0.0.1", args.server_port, args.subscriber_port, "127.0.0.1", args.client_port)
op.register_current(globals().items())
op.context.main_loop()
import orchpy as op
import argparse
import os
parser = argparse.ArgumentParser()
parser.add_argument('server_port',
type=int,
help='the port to post requests to')
parser.add_argument('client_port', type=int, help='the port to listen at')
parser.add_argument('subscriber_port',
type=int,
help='the port used to set up the connections')
@op.distributed(str, int)
def setup(filename):
return 0
if __name__ == "__main__":
args = parser.parse_args()
server_ip = os.getenv('SERVER_IP', "127.0.0.1")
op.context.connect(server_ip, args.server_port, args.subscriber_port,
"127.0.0.1", args.client_port)
op.register_current(globals().items())
op.context.main_loop()
import papaya.dist
import papaya.single
import orchpy as op
import unison
import argparse
import numpy as np
parser = argparse.ArgumentParser()
parser.add_argument('server_port', type=int, help='the port to post requests to')
parser.add_argument('client_port', type=int, help='the port to listen at')
parser.add_argument('subscriber_port', type=int, help='the port used to set up the connections')
if __name__ == "__main__":
args = parser.parse_args()
op.context.connect("127.0.0.1", args.server_port, args.subscriber_port, "127.0.0.1", args.client_port)
op.register_current()
op.register_distributed(papaya.dist)
op.register_distributed(papaya.single)
op.context.main_loop()
from cprotobuf import ProtoEntity, Field
class Test(ProtoEntity):
objrefs = Field('bytes', 1, required=False)
