smbinterp/bin/driver.py

#!/usr/bin/python

import sys
from optparse import OptionParser

import numpy as np

from tools import rms, exact_func
import grid


def get_mesh(source, destination, use_structured_grid = False):
  mesh_source = None
  mesh_dest   = None
  if use_structured_grid:
    mesh_source = grid.simple_rect_grid(source, source)
    mesh_dest   = grid.simple_rect_grid(destination, destination)
  else:
    mesh_source = grid.simple_random_grid(source)
    mesh_dest   = grid.simple_random_grid(destination)

  if not (mesh_dest and mesh_source):
    raise smberror('problem creating mesh objects')
  else:
    return mesh_source, mesh_dest


if __name__ == '__main__':
  parser = OptionParser()
  parser.add_option("-o",
                    "--output-file",
                    dest="output",
                    type='str',
                    default = '/tmp/for_qhull.txt',
                    help = "qhull output file")

  parser.add_option("-e",
                    "--extra-points",
                    dest="extra",
                    type='int',
                    default = 3,
                    help = "how many extra points")

  parser.add_option("-s",
                    "--source-total",
                    dest="source_total",
                    type='int',
                    default = 100,
                    help = "total number of source points for random,\
                              resolution for structured")

  parser.add_option("-d",
                    "--destination-total",
                    dest="destination_total",
                    type='int',
                    default = 100,
                    help = "total number of destination points,\
                             resolution for structured")

  parser.add_option("-r",
                    "--structured",
                    action = 'store_true',
                    default = False,
                    help = "use a structured grid instead of random point cloud")

  parser.add_option("-v",
                    "--verbose",
                    action = 'store_true',
                    default = False,
                    help = "verbosity")

  (options, args) = parser.parse_args()


  (mesh_source, mesh_dest) = get_mesh(options.source_total, options.destination_total, options.structured)

  open(options.output, 'w').write(mesh_source.for_qhull())
  if options.verbose:
    print >> sys.stderr, "options: %s, args: %s" % (options, args)
    print >> sys.stderr, "wrote source mesh output to %s" % options.output

  errors = []
  success = 0

  for X in mesh_dest.points:

    answer = mesh_source.run_baker(X)

    if answer['a'] == None:
      errors.append(0)
      continue

    exact = exact_func(X[0], X[1])
    if np.abs(exact - answer['final']) <= np.abs(exact - answer['qlin']):
      success += 1

    if options.verbose:
      print "current point : %s"    % X
      print "exact         : %0.4f" % exact
      print "qlin          : %0.4f" % answer['qlin']
      print "q_final       : %0.4f" % answer['final']
      print "qlinerr       : %1.4f" % (exact - answer['qlin'],)
      print "q_final_err   : %0.4f" % (exact - answer['final'],)
    cur_error = np.abs(answer['final'] - exact)
    errors.append(cur_error)

  print rms(errors)
  print "%s of %s won" % (success, len(mesh_dest.points))