Mercurial > repos > imgteam > imagej2_bunwarpj_compose_raw

annotate imagej2_noise_jython_script.py @ 3:f068e9171af2 draft default tip

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planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
author imgteam
date Wed, 25 Sep 2024 16:10:30 +0000
parents 6c47d8a43207
children
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93b416f8e9e3 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
imgteam
parents:
diff changeset
1 import sys
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8c0ace7ae77c "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
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f068e9171af2 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
diff changeset
3 from ij import IJ, ImagePlus
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93b416f8e9e3 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
imgteam
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93b416f8e9e3 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
imgteam
parents:
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5 # Fiji Jython interpreter implements Python 2.5 which does not
93b416f8e9e3 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
imgteam
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6 # provide support for argparse.
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f068e9171af2 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
diff changeset
7 input_file = sys.argv[-8]
f068e9171af2 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
diff changeset
8 image_datatype = sys.argv[-7]
f068e9171af2 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
diff changeset
9 noise = sys.argv[-6]
f068e9171af2 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
diff changeset
10 standard_deviation = sys.argv[-5]
f068e9171af2 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
diff changeset
11 radius = sys.argv[-4]
f068e9171af2 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
diff changeset
12 threshold = sys.argv[-3]
f068e9171af2 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
diff changeset
13 which_outliers = sys.argv[-2]
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8c0ace7ae77c "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
parents: 0
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14 tmp_output_path = sys.argv[-1]
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93b416f8e9e3 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
imgteam
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93b416f8e9e3 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
imgteam
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16 # Open the input image file.
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8c0ace7ae77c "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
parents: 0
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17 image_plus = IJ.openImage(input_file)
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93b416f8e9e3 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
imgteam
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18 image_type = image_plus.getType()
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f068e9171af2 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
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19 is32BITS_GREY = image_type == ImagePlus.GRAY32
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93b416f8e9e3 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
imgteam
parents:
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20 # Create an ImagePlus object for the image.
93b416f8e9e3 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
imgteam
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21 image_plus_copy = image_plus.duplicate()
93b416f8e9e3 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
imgteam
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93b416f8e9e3 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
imgteam
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23 # Perform the analysis on the ImagePlus object.
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f068e9171af2 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
diff changeset
24 try:
f068e9171af2 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
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25 if noise == "add_noise":
f068e9171af2 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
diff changeset
26 IJ.run(image_plus_copy, "Add Noise", "")
f068e9171af2 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
diff changeset
27 elif noise == "add_specified_noise":
f068e9171af2 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
diff changeset
28 IJ.run(image_plus_copy, "Add Specified Noise...", "standard=%s" % standard_deviation)
f068e9171af2 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
diff changeset
29 elif noise == "salt_and_pepper":
f068e9171af2 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
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30 IJ.run(image_plus_copy, "Salt and Pepper", "")
f068e9171af2 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
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31 elif noise == "despeckle":
f068e9171af2 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
diff changeset
32 IJ.run(image_plus_copy, "Despeckle", "")
f068e9171af2 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
diff changeset
33 elif noise == "remove_outliers":
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6c47d8a43207 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 57a0433defa3cbc37ab34fbb0ebcfaeb680db8d5
imgteam
parents: 1
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34 IJ.run(
6c47d8a43207 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 57a0433defa3cbc37ab34fbb0ebcfaeb680db8d5
imgteam
parents: 1
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35 image_plus_copy,
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f068e9171af2 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
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36 "Remove Outliers...",
f068e9171af2 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
diff changeset
37 "radius=%s threshold=%s which=%s" % (radius, threshold, which_outliers)
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6c47d8a43207 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 57a0433defa3cbc37ab34fbb0ebcfaeb680db8d5
imgteam
parents: 1
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38 )
3
f068e9171af2 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
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39 elif noise == "remove_nans":
f068e9171af2 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
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40 if is32BITS_GREY:
f068e9171af2 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
diff changeset
41 IJ.run(image_plus_copy, "Remove NaNs...", "")
f068e9171af2 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
diff changeset
42 else:
f068e9171af2 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
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43 raise Exception("Remove NaNs can only be applied to 32bits grey images.")
f068e9171af2 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
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44 elif noise == "rof_denoise":
f068e9171af2 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
diff changeset
45 if is32BITS_GREY:
f068e9171af2 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
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46 IJ.run(image_plus_copy, "ROF Denoise", "")
f068e9171af2 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
diff changeset
47 else:
f068e9171af2 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
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48 raise Exception("ROF Denoise can only be applied to 32bits grey images.")
f068e9171af2 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
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49 except Exception as e:
f068e9171af2 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
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50 # This is due to some operations like remove_outliers and despeckle which block the script
f068e9171af2 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
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51 print(e)
f068e9171af2 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
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52 exit(1)
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8c0ace7ae77c "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
parents: 0
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53 # Save the ImagePlus object as a new image.
8c0ace7ae77c "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
parents: 0
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54 IJ.saveAs(image_plus_copy, image_datatype, tmp_output_path)
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f068e9171af2 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
diff changeset
55 # This is due to some operations like remove_outliers and despeckle which block the script
f068e9171af2 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
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56 exit(0)