annotate concat_channels.py @ 0:30517f733f7b draft

planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/concat_channels/ commit c3f4b766f03770f094fda6bda0a5882c0ebd4581
author imgteam
date Sat, 09 Feb 2019 14:33:14 -0500
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children d42501109c05
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30517f733f7b planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/concat_channels/ commit c3f4b766f03770f094fda6bda0a5882c0ebd4581
imgteam
parents:
diff changeset
1 import argparse
30517f733f7b planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/concat_channels/ commit c3f4b766f03770f094fda6bda0a5882c0ebd4581
imgteam
parents:
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2 import sys
30517f733f7b planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/concat_channels/ commit c3f4b766f03770f094fda6bda0a5882c0ebd4581
imgteam
parents:
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3 import warnings
30517f733f7b planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/concat_channels/ commit c3f4b766f03770f094fda6bda0a5882c0ebd4581
imgteam
parents:
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4 import numpy as np
30517f733f7b planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/concat_channels/ commit c3f4b766f03770f094fda6bda0a5882c0ebd4581
imgteam
parents:
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5 import skimage.io
30517f733f7b planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/concat_channels/ commit c3f4b766f03770f094fda6bda0a5882c0ebd4581
imgteam
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6 import skimage.util
30517f733f7b planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/concat_channels/ commit c3f4b766f03770f094fda6bda0a5882c0ebd4581
imgteam
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7
30517f733f7b planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/concat_channels/ commit c3f4b766f03770f094fda6bda0a5882c0ebd4581
imgteam
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8 def concat_channels(input_image_paths, output_image_path, axis):
30517f733f7b planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/concat_channels/ commit c3f4b766f03770f094fda6bda0a5882c0ebd4581
imgteam
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9 images = []
30517f733f7b planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/concat_channels/ commit c3f4b766f03770f094fda6bda0a5882c0ebd4581
imgteam
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10 for image_path in input_image_paths:
30517f733f7b planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/concat_channels/ commit c3f4b766f03770f094fda6bda0a5882c0ebd4581
imgteam
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11 raw_image = skimage.io.imread(image_path)
30517f733f7b planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/concat_channels/ commit c3f4b766f03770f094fda6bda0a5882c0ebd4581
imgteam
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12 if len(raw_image.shape) == 2:
30517f733f7b planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/concat_channels/ commit c3f4b766f03770f094fda6bda0a5882c0ebd4581
imgteam
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13 if axis == 0:
30517f733f7b planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/concat_channels/ commit c3f4b766f03770f094fda6bda0a5882c0ebd4581
imgteam
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14 raw_image = [raw_image]
30517f733f7b planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/concat_channels/ commit c3f4b766f03770f094fda6bda0a5882c0ebd4581
imgteam
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15 else:
30517f733f7b planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/concat_channels/ commit c3f4b766f03770f094fda6bda0a5882c0ebd4581
imgteam
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16 raw_image = np.expand_dims(raw_image, 2)
30517f733f7b planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/concat_channels/ commit c3f4b766f03770f094fda6bda0a5882c0ebd4581
imgteam
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17 images.append(raw_image)
30517f733f7b planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/concat_channels/ commit c3f4b766f03770f094fda6bda0a5882c0ebd4581
imgteam
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18 res = np.concatenate(images, axis)
30517f733f7b planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/concat_channels/ commit c3f4b766f03770f094fda6bda0a5882c0ebd4581
imgteam
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19 with warnings.catch_warnings():
30517f733f7b planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/concat_channels/ commit c3f4b766f03770f094fda6bda0a5882c0ebd4581
imgteam
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20 warnings.simplefilter("ignore")
30517f733f7b planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/concat_channels/ commit c3f4b766f03770f094fda6bda0a5882c0ebd4581
imgteam
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21 res = skimage.util.img_as_uint(res) #Attention: precision loss
30517f733f7b planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/concat_channels/ commit c3f4b766f03770f094fda6bda0a5882c0ebd4581
imgteam
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22 skimage.io.imsave(output_image_path, res, plugin='tifffile')
30517f733f7b planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/concat_channels/ commit c3f4b766f03770f094fda6bda0a5882c0ebd4581
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23
30517f733f7b planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/concat_channels/ commit c3f4b766f03770f094fda6bda0a5882c0ebd4581
imgteam
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24 if __name__ == "__main__":
30517f733f7b planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/concat_channels/ commit c3f4b766f03770f094fda6bda0a5882c0ebd4581
imgteam
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25 parser = argparse.ArgumentParser()
30517f733f7b planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/concat_channels/ commit c3f4b766f03770f094fda6bda0a5882c0ebd4581
imgteam
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26 parser.add_argument('input_files', type=argparse.FileType('r'), nargs='+', help='input file')
30517f733f7b planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/concat_channels/ commit c3f4b766f03770f094fda6bda0a5882c0ebd4581
imgteam
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27 parser.add_argument('-o', dest='out_file', type=argparse.FileType('w'), help='out file (TIFF)')
30517f733f7b planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/concat_channels/ commit c3f4b766f03770f094fda6bda0a5882c0ebd4581
imgteam
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28 parser.add_argument('--axis', dest='axis', type=int, default=0, choices=[0,2], help='concatenation axis')
30517f733f7b planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/concat_channels/ commit c3f4b766f03770f094fda6bda0a5882c0ebd4581
imgteam
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29 args = parser.parse_args()
30517f733f7b planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/concat_channels/ commit c3f4b766f03770f094fda6bda0a5882c0ebd4581
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30
30517f733f7b planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/concat_channels/ commit c3f4b766f03770f094fda6bda0a5882c0ebd4581
imgteam
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31 # print([x.name for x in args.input_files], args.out_file.name, args.axis)
30517f733f7b planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/concat_channels/ commit c3f4b766f03770f094fda6bda0a5882c0ebd4581
imgteam
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32 concat_channels([x.name for x in args.input_files], args.out_file.name, args.axis)
30517f733f7b planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/concat_channels/ commit c3f4b766f03770f094fda6bda0a5882c0ebd4581
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33 # concat_channels(args.input_files, args.out_file, args.axis)