DAMASK_EICMD/processing/post/addGaussian.py

77 lines
2.6 KiB
Python
Executable File

#!/usr/bin/env python3
import os
import sys
from io import StringIO
from optparse import OptionParser
from scipy import ndimage
import damask
scriptName = os.path.splitext(os.path.basename(__file__))[0]
scriptID = ' '.join([scriptName,damask.version])
# --------------------------------------------------------------------
# MAIN
# --------------------------------------------------------------------
parser = OptionParser(option_class=damask.extendableOption, usage='%prog option [ASCIItable(s)]', description = """
Add column(s) containing Gaussian filtered values of requested column(s).
Operates on periodic and non-periodic ordered three-dimensional data sets.
For details see scipy.ndimage documentation.
""", version = scriptID)
parser.add_option('-p','--pos','--periodiccellcenter',
dest = 'pos',
type = 'string', metavar = 'string',
help = 'label of coordinates [%default]')
parser.add_option('-s','--scalar',
dest = 'labels',
action = 'extend', metavar = '<string LIST>',
help = 'label(s) of scalar field values')
parser.add_option('-o','--order',
dest = 'order',
type = int,
metavar = 'int',
help = 'order of the filter [%default]')
parser.add_option('--sigma',
dest = 'sigma',
type = float,
metavar = 'float',
help = 'standard deviation [%default]')
parser.add_option('--periodic',
dest = 'periodic',
action = 'store_true',
help = 'assume periodic grain structure')
parser.set_defaults(pos = 'pos',
order = 0,
sigma = 1,
)
(options,filenames) = parser.parse_args()
if filenames == []: filenames = [None]
if options.labels is None: parser.error('no data column specified.')
for name in filenames:
damask.util.report(scriptName,name)
table = damask.Table.from_ASCII(StringIO(''.join(sys.stdin.read())) if name is None else name)
damask.grid_filters.coord0_check(table.get(options.pos))
for label in options.labels:
table.add('Gauss{}({})'.format(options.sigma,label),
ndimage.filters.gaussian_filter(table.get(label).reshape((-1)),
options.sigma,options.order,
mode = 'wrap' if options.periodic else 'nearest'),
scriptID+' '+' '.join(sys.argv[1:]))
table.to_ASCII(sys.stdout if name is None else name)