smbinterp/bin/driver-structured.py

46 lines
1.6 KiB
Python
Executable File

#!/usr/bin/python
import sys
from optparse import OptionParser
import numpy as np
import scipy.spatial
from grid import simple_rect_grid, exact_func
import baker
from tools import rms
if __name__ == '__main__':
parser = OptionParser()
parser.add_option("-e", "--extra-points", dest="extra", type='int', default = 3, help = "how many extra points")
parser.add_option("-s", "--source-density", dest="source", type='int', default = 11, help = "resolution of source mesh")
parser.add_option("-d", "--dest-density", dest="dest", type='int', default = 11, help = "resolution of dest mesh")
parser.add_option("-t", "--random-total", dest="random_total", type='int', default = 100, help = "total number of random points")
parser.add_option("-r", "--random-dest", action = 'store_true', default = False, help = "verbosity")
parser.add_option("-v", "--verbose", action = 'store_true', default = False, help = "verbosity")
(options, args) = parser.parse_args()
print >> sys.stderr, options
mesh_source = simple_rect_grid(options.source, options.source)
tree = scipy.spatial.KDTree(mesh_source.points)
mesh_dest = simple_rect_grid(options.dest, options.dest)
if options.random_dest:
x = []
for i in xrange(options.random_total):
rx = np.random.rand() * 2 - 1
ry = np.random.rand() * 2 - 1
x.append([rx, ry])
mesh_dest.points = np.array(x)
errors = []
for x in mesh_dest.points:
(final, exact) = baker.run_baker(x, mesh_source, tree, options.extra, options.verbose)
cur_error = np.abs(final - exact)
errors.append(cur_error)
print rms(errors)