Example #1
0
def main():
  parser = argparse.ArgumentParser()
  parser.add_argument("-f", dest='format', required=True)
  parser.add_argument("filename")
  parser.add_argument("-N", dest='N', default=64, required=False, type=int)
  parser.add_argument("-o", dest='output', default=None, required=True)
  args = parser.parse_args()
  
  if '%d' in args.filename:
    snap0 = Snapshot(args.filename % 0, args.format)
    Nfile = snap0.C['Nfiles']
  else:
    snap0 = Snapshot(args.filename, args.format)
    Nfile = 1

  boxsize = snap0.C['boxsize']
  m = MeshIndex(N=args.N, Nd=3, boxsize=boxsize)

  with sharedmem.Pool(use_threads=False) as pool:
    def work(fid):
      if '%d' in args.filename:
        snap = Snapshot(args.filename % fid, args.format)
      else:
        snap = Snapshot(args.filename, args.format)
      print 'start', snap.file
      pos = snap['pos']
      print 'read', snap.file
      return m.set(fid, pos) 
    l = pool.map(work, range(Nfile))

  m.compile(dict(l))
  m.tofile(args.output)
Example #2
0
def main():
  parser = argparse.ArgumentParser()
  parser.add_argument("-f", dest='format', default='genic', required=False)
  parser.add_argument("filename")
  # n is bits per chanel
  parser.add_argument("-n", dest='bitsperaxis', default=6, required=False, type=int)
  parser.add_argument("-o", dest='output', default=None, required=True)
  args = parser.parse_args()
  
  bits = args.bitsperaxis * 3

  if '%d' in args.filename:
    snap0 = Snapshot(args.filename % 0, args.format)
    Nfile = snap0.C['Nfiles']
  else:
    snap0 = Snapshot(args.filename, args.format)
    Nfile = 1

  boxsize = snap0.C['boxsize']
  C = []
  F = []
  with sharedmem.Pool(use_threads=True) as pool:
    def work(fid):
      if '%d' in args.filename:
        snap = Snapshot(args.filename % fid, args.format)
      else:
        snap = Snapshot(args.filename, args.format)
      N = snap.C['N'].sum()
      x,y,z = snap[None, 'pos'].T
      del snap
      scale = fillingcurve.scale(0, boxsize)
      zkey = fillingcurve.encode(x, y, z, scale=scale)
      del x, y, z
      dig = numpy.uint32(zkey >> (fillingcurve.bits * 3 - bits))
  
      bincount = numpy.bincount(dig)
      
      return (fid, bincount.nonzero()[0])

    def reduce(res):
      fid, active = res
      F.append(fid)
      C.append(list(active))
      print fid, len(active)
    pool.map(work, range(Nfile), callback=reduce)

  F = numpy.array(F, dtype='u4')
  l = [len(a) for a in C]
  C = numpy.concatenate(C)
  fid = numpy.repeat(F, l)
  arg = C.argsort()
  fid = fid[arg]
  count = numpy.bincount(C, minlength=1<<bits)
  
  index = packarray(fid, count)
  map = MeshIndex(0, boxsize, args.bitsperaxis, index)
  map.tofile(args.output)