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April 29, 2019 15:58
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A modified version of the Pi-calculation script from the mpi4py repository.
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from mpi4py import MPI | |
from math import pi as PI | |
from numpy import array | |
def comp_pi(n, myrank=0, nprocs=1): | |
h = 1.0 / n | |
s = 0.0 | |
for i in range(myrank + 1, n + 1, nprocs): | |
x = h * (i - 0.5) | |
s += 4.0 / (1.0 + x**2) | |
return s * h | |
def prn_pi(pi, PI): | |
message = "pi is approximately %.16f, error is %.16f" | |
print (message % (pi, abs(pi - PI))) | |
comm = MPI.COMM_WORLD | |
nprocs = comm.Get_size() | |
myrank = comm.Get_rank() | |
n = array(0, dtype=int) | |
pi = array(0, dtype=float) | |
mypi = array(0, dtype=float) | |
if myrank == 0: | |
_n = 20 # Enter the number of intervals | |
n.fill(_n) | |
comm.Bcast([n, MPI.INT], root=0) | |
_mypi = comp_pi(n, myrank, nprocs) | |
mypi.fill(_mypi) | |
comm.Reduce([mypi, MPI.DOUBLE], [pi, MPI.DOUBLE], | |
op=MPI.SUM, root=0) | |
if myrank == 0: | |
prn_pi(pi, PI) |
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