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Version:
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#!/usr/bin/env python3
# ******************************************************************************
# $Id: pct2rgb.py 13087 2007-11-26 20:56:29Z hobu $
#
# Name: gdal_lut
# Project: GDAL Python Interface
# Purpose: Utility to apply a lookup table provided in a text file.
# Author: Frank Warmerdam, warmerdam@pobox.com
#
# ******************************************************************************
# Copyright (c) 2008, Frank Warmerdam
#
# SPDX-License-Identifier: MIT
# ******************************************************************************
import sys
import numpy as np
from osgeo import gdal
gdal.TermProgress = gdal.TermProgress_nocb
# =============================================================================
# read_lut()
#
# Read and parse the LUT file.
# =============================================================================
def read_lut(filename):
lines = open(filename).readlines()
lut = []
for line in lines:
lut.append(int(line))
return lut
# =============================================================================
# Usage()
# =============================================================================
def Usage():
print(
"""
Usage: gdal_lut.py src_file [-srcband] [dst_file] [-dstband] -lutfile filename
[-of format] [-co name=value]...
If dst_file is not specified, the result will be applied back to src_file.
The text file specified with -lutfile should have one line per LUT entry
with just the output pixel value. Thus a LUT file like:
0
5
11
12
12
13
would map input pixel values 0,1,2,3,4,5 to 0,5,11,12,12,13 respectively.
Values not mapped by the lut file (for instance values 6-255 in the above
case) will be left unaltered. Sixteen bit (UInt16) output values are
supported as well as luts of more than 256 input values.
"""
)
return 2
def main(argv=sys.argv):
driver_name = "GTiff"
src_filename = None
dst_filename = None
src_band_n = 1
dst_band_n = 1
lut_filename = None
create_options = []
gdal.AllRegister()
argv = gdal.GeneralCmdLineProcessor(argv)
if argv is None:
return 0
# Parse command line arguments.
i = 1
while i < len(argv):
arg = argv[i]
if arg == "-of":
i = i + 1
driver_name = argv[i]
elif arg == "-co":
i = i + 1
create_options.append(argv[i])
elif arg == "-lutfile":
i = i + 1
lut_filename = argv[i]
elif arg == "-srcband":
i = i + 1
src_band_n = int(argv[i])
elif arg == "-dstband":
i = i + 1
dst_band_n = int(argv[i])
elif src_filename is None:
src_filename = argv[i]
elif dst_filename is None:
dst_filename = argv[i]
else:
return Usage()
i = i + 1
if src_filename is None or lut_filename is None:
return Usage()
# ----------------------------------------------------------------------------
# Load the LUT file.
lut = read_lut(lut_filename)
max_val = 0
for entry in lut:
if entry > max_val:
max_val = entry
if max_val > 255:
tc = np.uint16
gc = gdal.GDT_UInt16
else:
tc = np.uint8
gc = gdal.GDT_Byte
# ----------------------------------------------------------------------------
# Convert the LUT from a normal array to a numpy style array.
if len(lut) <= 256:
lookup = np.arange(256)
for i in range(min(256, len(lut))):
lookup[i] = lut[i]
else:
lookup = np.arange(65536)
for i in range(min(65536, len(lut))):
lookup[i] = lut[i]
lookup = lookup.astype(tc)
# ----------------------------------------------------------------------------
# Open source file
if dst_filename is None:
src_ds = gdal.Open(src_filename, gdal.GA_Update)
dst_ds = src_ds
else:
src_ds = gdal.Open(src_filename)
dst_ds = None
if src_ds is None:
print("Unable to open ", src_filename)
return 1
src_band = src_ds.GetRasterBand(src_band_n)
# ----------------------------------------------------------------------------
# Open or create output file.
dst_driver = gdal.GetDriverByName(driver_name)
if dst_driver is None:
print('"%s" driver not registered.' % driver_name)
return 1
if dst_ds is None:
try:
dst_ds = gdal.Open(dst_filename, gdal.GA_Update)
except Exception:
dst_ds = None
if dst_ds is None:
dst_ds = dst_driver.Create(
dst_filename,
src_ds.RasterXSize,
src_ds.RasterYSize,
1,
gc,
options=create_options,
)
dst_ds.SetProjection(src_ds.GetProjection())
dst_ds.SetGeoTransform(src_ds.GetGeoTransform())
dst_band = dst_ds.GetRasterBand(dst_band_n)
# ----------------------------------------------------------------------------
# Do the processing one scanline at a time.
gdal.TermProgress(0.0)
for iY in range(src_ds.RasterYSize):
src_data = src_band.ReadAsArray(0, iY, src_ds.RasterXSize, 1)
dst_data = np.take(lookup, src_data)
dst_band.WriteArray(dst_data, 0, iY)
gdal.TermProgress((iY + 1.0) / src_ds.RasterYSize)
src_ds = None
dst_ds = None
return 0
if __name__ == "__main__":
sys.exit(main(sys.argv))