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Tissue Microarray Analysis #750

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@mvdbeek mvdbeek commented Mar 19, 2025

FOR CONTRIBUTOR:

  • I have read the Adding workflows guidelines
  • License permits unrestricted use (educational + commercial)
  • Please also take note of the reviewer guidelines below to facilitate a smooth review process.

FOR REVIEWERS:

  • .dockstore.yml: file is present and aligned with creator metadata in workflow. ORCID identifiers are strongly encouraged in creator metadata. The .dockstore.yml file is required to run tests
  • Workflow is sufficiently generic to be used with lab data and does not hardcode sample names, reference data and can be run without reading an accompanying tutorial.
  • In workflow: annotation field contains short description of what the workflow does. Should start with This workflow does/runs/performs … xyz … to generate/analyze/etc …
  • In workflow: workflow inputs and outputs have human readable names (spaces are fine, no underscore, dash only where spelling dictates it), no abbreviation unless it is generally understood. Altering input or output labels requires adjusting these labels in the the workflow-tests.yml file as well
  • In workflow: name field should be human readable (spaces are fine, no underscore, dash only where spelling dictates it), no abbreviation unless generally understood
  • Workflow folder: prefer dash (-) over underscore (_), prefer all lowercase. Folder becomes repository in iwc-workflows organization and is included in TRS id
  • Readme explains what workflow does, what are valid inputs and what outputs users can expect. If a tutorial or other resources exist they can be linked. If a similar workflow exists in IWC readme should explain differences with existing workflow and when one might prefer one workflow over another
  • Changelog contains appropriate entries
  • Large files (> 100 KB) are uploaded to zenodo and location urls are used in test file

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Test Results (powered by Planemo)

Test Summary

Test State Count
Total 1
Passed 0
Error 0
Failure 1
Skipped 0
Failed Tests
  • ❌ tissue-micro-array-analysis.ga_0

    Problems:

    • Output with path /tmp/tmpei_cnxuu/ASHLAR on data 1, data 11, and others__edf97046-bbcd-468f-b7a2-c19f2047afe8 different than expected
      Output checksum [6a7d35708dbc284271837a36349ea21b86977ed8] does not match expected [376a88f5c00f5a7f721580885a433d907487ac69] (using hash algorithm sha1).
      
    • Output with path /tmp/tmplnzngiww/UNetCoreograph on data 12 TMA Map__554411ea-6a18-4086-b63a-5437b237647e different than expected
      Output checksum [d272e32ed07db1be5a73a6ad0accc2fdbd91c25b] does not match expected [691ea536b89418fb047b8c8676ff790ee34c4a21] (using hash algorithm sha1).
      
    • Output with path /tmp/tmpxbs6jvp3/1__507ee8ed-8cc2-4336-a6ce-d781849ae578 different than expected
      Output checksum [1b550b7799ad4828ee0d04efd5249e0a6c6899cc] does not match expected [fc22c8b243b37004c1c9387f4e4eec5095fb00dc] (using hash algorithm sha1).
      
    • Output with path /tmp/tmpn8dypmd3/1__7b6ccd9f-782a-412e-89ac-e5d300aca823 different than expected
      Output checksum [bd5f9c8443ed05173793c64e0dda1375cda42aa1] does not match expected [b24c83ca1e507f844dd269100efdf0ed3d93eedd] (using hash algorithm sha1).
      
    • Output with path /tmp/tmpff0vuwx0/Convert image format on data 17__3bbb036f-43e2-43e4-bebf-de9a3131bc58 different than expected
      Output checksum [3f696872d4b80190e49872bdabf72b1f26b60816] does not match expected [d3607799410b7f456567b07ad32b1c2925fb5926] (using hash algorithm sha1).
      
    • Output with path /tmp/tmp8ai2jg05/Rename OME-TIFF channels on data 1 and data 21__3441dbec-64a0-40bd-89f6-0948843537e8 different than expected
      Output checksum [77450cebed302a2ee3ac674f640e7c0db27398cf] does not match expected [376a88f5c00f5a7f721580885a433d907487ac69] (using hash algorithm sha1).
      
    • Output with path /tmp/tmpytwdzfkw/Convert McMicro Output to Anndata on data 23__fef05ed3-78c4-44a9-8f04-9cf7ff396145 different than expected
      Output checksum [8db6f09dd305d3b52b0ad34f0f2bfd85caab014d] does not match expected [0854881c334a6aff0cba56d88f096722543bad66] (using hash algorithm sha1).
      
    • Output with path /tmp/tmpgigs3qmu/Single Cell Phenotyping on data 2 and data 27__718cff60-4e7c-4b8a-acc2-083b0aae907c different than expected
      Output checksum [105beeff7f5e9f8e7aa244ed7f61eb5c145a3050] does not match expected [437266f0f2da4f12459cddedeb57d8e31416ad45] (using hash algorithm sha1).
      
    • Output with path /tmp/tmp8i8qx5wh/Vitessce on data 29, data 19, and data 25__eb7125fa-b995-4334-a040-a611ba232cfc different than expected
      Output checksum [82723a2116df494f87633c63d6e415157d9abdfd] does not match expected [f08e9f4a4151651fec019c504d3cc0e056956b71] (using hash algorithm sha1).
      

    Workflow invocation details

    • Invocation Messages

    • Steps
      • Step 1: Raw cycle images:

        • step_state: scheduled
      • Step 2: markers.csv:

        • step_state: scheduled
      • Step 11: Convert to Anndata:

        • step_state: scheduled

        • Jobs
          • Job 1:

            • Job state is ok

            Command Line:

            • python '/tmp/shed_dir/toolshed.g2.bx.psu.edu/repos/goeckslab/scimap_mcmicro_to_anndata/49c178651194/scimap_mcmicro_to_anndata/mcmicro_to_anndata.py' --inputs '/tmp/tmp_ttt6ywo/job_working_directory/000/13/configs/tmpdrjjg8qi' --outfile '/tmp/tmp_ttt6ywo/job_working_directory/000/13/outputs/dataset_fef05ed3-78c4-44a9-8f04-9cf7ff396145.dat'

            Exit Code:

            • 0

            Standard Output:

            • Running SCIMAP  2.1.0
              Loading dataset_047d3947-aa99-4ec1-a602-44a2b766e60f.dat
              

            Traceback:

            Job Parameters:

            • Job parameter Parameter value
              __input_ext "input"
              __workflow_invocation_uuid__ "53ad9966049f11f08a577c1e52430338"
              chromInfo "/tmp/tmp_ttt6ywo/galaxy-dev/tool-data/shared/ucsc/chrom/?.len"
              dbkey "?"
              drop_markers ""
              options {"CellId": "CellID", "custom_imageid": "", "log": true, "min_cells": null, "random_sample": null, "remove_dna": false, "remove_string_from_name": "", "split": "X_centroid", "unique_CellId": false}
      • Step 12: Scimap phenotyping:

        • step_state: scheduled

        • Jobs
          • Job 1:

            • Job state is ok

            Command Line:

            • python '/tmp/shed_dir/toolshed.g2.bx.psu.edu/repos/goeckslab/scimap_phenotyping/88fca6e905be/scimap_phenotyping/scimap_phenotyping.py' --adata '/tmp/tmp_ttt6ywo/files/f/e/f/dataset_fef05ed3-78c4-44a9-8f04-9cf7ff396145.dat' --log --gating_workflow '/tmp/tmp_ttt6ywo/files/c/c/0/dataset_cc08582c-1e89-48ba-bc3e-eb15267ac0cf.dat' --gating_workflow_ext 'csv' --random_state '0' --output '/tmp/tmp_ttt6ywo/job_working_directory/000/14/outputs/dataset_718cff60-4e7c-4b8a-acc2-083b0aae907c.dat'

            Exit Code:

            • 0

            Standard Output:

            • Running SCIMAP  2.1.0
              
               adata.raw.X will be log1p transformed 
              
              GMM for ['dataset_047d3947-aa99-4ec1-a602-44a2b766e60f']
              Categories (1, object): ['dataset_047d3947-aa99-4ec1-a602-44a2b766e60f']
              Finding the optimal gate by GMM for DNA_7
              Finding the optimal gate by GMM for CD11B
              Finding the optimal gate by GMM for SMA
              Finding the optimal gate by GMM for CD16
              Finding the optimal gate by GMM for DNA_8
              Finding the optimal gate by GMM for ECAD
              Finding the optimal gate by GMM for FOXP3
              Finding the optimal gate by GMM for NCAM
              Scaling Image dataset_047d3947-aa99-4ec1-a602-44a2b766e60f
              Scaling DNA_7
              Scaling CD11B
              Scaling SMA
              Scaling CD16
              Scaling DNA_8
              Scaling ECAD
              Scaling FOXP3
              Scaling NCAM
              Phenotyping Stroma
              Phenotyping Epithelial
              Phenotyping Immune
              -- Subsetting Immune
              Phenotyping Myeloid
              Consolidating the phenotypes across all groups
              phenotype
              Epithelial    4119
              Stroma        3549
              Myeloid       3261
              Unknown       1668
              Immune        1475
              Name: count, dtype: int64
              

            Traceback:

            Job Parameters:

            • Job parameter Parameter value
              __input_ext "input"
              __workflow_invocation_uuid__ "53ad9966049f11f08a577c1e52430338"
              chromInfo "/tmp/tmp_ttt6ywo/galaxy-dev/tool-data/shared/ucsc/chrom/?.len"
              dbkey "?"
              log true
              manual_gates None
              random_state "0"
      • Step 13: Create a Vitessce dashboard:

        • step_state: scheduled

        • Jobs
          • Job 1:

            • Job state is ok

            Command Line:

            • MAX_MEM=${GALAXY_MEMORY_MB:-2000} && export BF_MAX_MEM="$(($MAX_MEM/2))m" && mkdir -p '/tmp/tmp_ttt6ywo/job_working_directory/000/15/outputs/dataset_eb7125fa-b995-4334-a040-a611ba232cfc_files/A/0' && ln -sf '/tmp/tmp_ttt6ywo/files/3/4/4/dataset_3441dbec-64a0-40bd-89f6-0948843537e8.dat' '/tmp/tmp_ttt6ywo/job_working_directory/000/15/outputs/dataset_eb7125fa-b995-4334-a040-a611ba232cfc_files/A/0/image01.ome.tiff' && info=$(showinf -nopix -nometa -noflat -no-upgrade '/tmp/tmp_ttt6ywo/job_working_directory/000/15/outputs/dataset_eb7125fa-b995-4334-a040-a611ba232cfc_files/A/0/image01.ome.tiff') && echo '>showinf -nopix -nometa -noflat -no-upgrade $image' && echo "$info\n" && masks_info=$(showinf -nopix -nometa -noflat -no-upgrade '/tmp/tmp_ttt6ywo/files/7/f/d/dataset_7fd9e39a-e760-40d2-bf06-5838710303c8.dat') && echo '>showinf -nopix -nometa -noflat -no-upgrade $masks' && echo "$masks_info\n" && masks_n_resolutions=$(echo "$masks_info" | grep '^\s*Resolutions\s*=' -m1 | cut -d'=' -f2 | xargs) && if [ -z $masks_n_resolutions ]; then n_resolutions=$(echo "$info" | grep '^\s*Resolutions\s*=' -m1 | cut -d'=' -f2 | xargs) && pyramid_scale=1 && if [ -z "$n_resolutions" ]; then echo "Warning: Failded to retrieve the number of pyramid resolutions. Set pyramid resolutions to 4 and scale to 2!"; n_resolutions=4; pyramid_scale=2; else echo "Found the number of pyramid resolutions: $n_resolutions"; if [ "$n_resolutions" -gt 1 ]; then sizeX0=$(echo "$info" | grep '^\s*sizeX\[0\]\s*=' -m1 | cut -d'=' -f2 | xargs) ; sizeX1=$(echo "$info" | grep '^\s*sizeX\[1\]\s*=' -m1 | cut -d'=' -f2 | xargs) ; if [ "$sizeX0" -gt 0 ] && [ "$sizeX1" -gt 0 ]; then pyramid_scale=$((($sizeX0 + $sizeX1 / 2 ) / $sizeX1)); echo "Calculate pyramid scale: $sizeX0 / $sizeX1 ~= $pyramid_scale."; else pyramid_scale=2; echo "Warning: Failed to calculate the pyramid scale; set it to 2!"; fi; fi; fi; tile_info=$(showinf -nopix -nometa -noflat -no-upgrade '/tmp/tmp_ttt6ywo/job_working_directory/000/15/outputs/dataset_eb7125fa-b995-4334-a040-a611ba232cfc_files/A/0/image01.ome.tiff' | grep '^\s*Tile\ssize\s*=' -m1); tile_x=$(echo "$tile_info" | cut -d' ' -f4); tile_y=$(echo "$tile_info" | cut -d' ' -f6); convert_cmd="bfconvert -no-upgrade -pyramid-resolutions $n_resolutions -pyramid-scale $pyramid_scale -noflat -tilex $tile_x -tiley $tile_y '/tmp/tmp_ttt6ywo/files/7/f/d/dataset_7fd9e39a-e760-40d2-bf06-5838710303c8.dat' '/tmp/tmp_ttt6ywo/job_working_directory/000/15/outputs/dataset_eb7125fa-b995-4334-a040-a611ba232cfc_files/A/0/masks01.ome.tiff'"; echo "\n>$convert_cmd"; eval $convert_cmd; masks_info_new=$(showinf -nopix -nometa -noflat -no-upgrade '/tmp/tmp_ttt6ywo/job_working_directory/000/15/outputs/dataset_eb7125fa-b995-4334-a040-a611ba232cfc_files/A/0/masks01.ome.tiff'); echo "\n>showinf -nopix -nometa -noflat -no-upgrade '/tmp/tmp_ttt6ywo/job_working_directory/000/15/outputs/dataset_eb7125fa-b995-4334-a040-a611ba232cfc_files/A/0/masks01.ome.tiff'"; echo "$masks_info_new\n"; else ln -sf '/tmp/tmp_ttt6ywo/files/7/f/d/dataset_7fd9e39a-e760-40d2-bf06-5838710303c8.dat' '/tmp/tmp_ttt6ywo/job_working_directory/000/15/outputs/dataset_eb7125fa-b995-4334-a040-a611ba232cfc_files/A/0/masks01.ome.tiff'; fi && python '/tmp/shed_dir/toolshed.g2.bx.psu.edu/repos/goeckslab/vitessce_spatial/068da7f7cd83/vitessce_spatial/vitessce_spatial.py' --inputs '/tmp/tmp_ttt6ywo/job_working_directory/000/15/configs/tmpi4qg7jkv' --output '/tmp/tmp_ttt6ywo/job_working_directory/000/15/outputs/dataset_eb7125fa-b995-4334-a040-a611ba232cfc_files' --image '/tmp/tmp_ttt6ywo/job_working_directory/000/15/outputs/dataset_eb7125fa-b995-4334-a040-a611ba232cfc_files/A/0/image01.ome.tiff' --offsets '/tmp/tmp_ttt6ywo/files/_metadata_files/7/b/4/metadata_7b408e06-971f-4d8e-ba7e-e994e94dbd72.dat' --masks '/tmp/tmp_ttt6ywo/job_working_directory/000/15/outputs/dataset_eb7125fa-b995-4334-a040-a611ba232cfc_files/A/0/masks01.ome.tiff' --anndata '/tmp/tmp_ttt6ywo/files/7/1/8/dataset_718cff60-4e7c-4b8a-acc2-083b0aae907c.dat' && cp '/tmp/shed_dir/toolshed.g2.bx.psu.edu/repos/goeckslab/vitessce_spatial/068da7f7cd83/vitessce_spatial/index.html' '/tmp/tmp_ttt6ywo/job_working_directory/000/15/outputs/dataset_eb7125fa-b995-4334-a040-a611ba232cfc.dat'; echo "export var config = $(cat /tmp/tmp_ttt6ywo/job_working_directory/000/15/outputs/dataset_eb7125fa-b995-4334-a040-a611ba232cfc_files/config.json)" >> '/tmp/tmp_ttt6ywo/job_working_directory/000/15/outputs/dataset_eb7125fa-b995-4334-a040-a611ba232cfc_files/config.js'; cat '/tmp/tmp_ttt6ywo/job_working_directory/000/15/outputs/dataset_eb7125fa-b995-4334-a040-a611ba232cfc_files/config.json' >> '/tmp/tmp_ttt6ywo/job_working_directory/000/15/outputs/dataset_d7b93aaa-1745-42ac-9425-e9a83b43abf6.dat';

            Exit Code:

            • 0

            Standard Output:

            • >showinf -nopix -nometa -noflat -no-upgrade $image
              Checking file format [OME-TIFF]
              Initializing reader
              OMETiffReader initializing /tmp/tmp_ttt6ywo/job_working_directory/000/15/outputs/dataset_eb7125fa-b995-4334-a040-a611ba232cfc_files/A/0/image01.ome.tiff
              Reading IFDs
              Populating metadata
              Initialization took 0.112s
              
              Reading core metadata
              filename = /tmp/tmp_ttt6ywo/job_working_directory/000/15/outputs/dataset_eb7125fa-b995-4334-a040-a611ba232cfc_files/A/0/image01.ome.tiff
              Series count = 1
              Series #0 :
              	Resolutions = 4
              		sizeX[0] = 2508
              		sizeX[1] = 1254
              		sizeX[2] = 627
              		sizeX[3] = 313
              	Image count = 8
              	RGB = false (1) 
              	Interleaved = false
              	Indexed = false (false color)
              	Width = 2508
              	Height = 2646
              	SizeZ = 1
              	SizeT = 1
              	SizeC = 8
              	Tile size = 512 x 512
              	Thumbnail size = 121 x 128
              	Endianness = intel (little)
              	Dimension order = XYCZT (certain)
              	Pixel type = uint16
              	Valid bits per pixel = 16
              	Metadata complete = true
              	Thumbnail series = false
              
              >showinf -nopix -nometa -noflat -no-upgrade $masks
              Checking file format [Tagged Image File Format]
              Initializing reader
              TiffDelegateReader initializing /tmp/tmp_ttt6ywo/files/7/f/d/dataset_7fd9e39a-e760-40d2-bf06-5838710303c8.dat
              Reading IFDs
              Populating metadata
              Checking comment style
              Populating OME metadata
              Initialization took 0.137s
              
              Reading core metadata
              filename = /tmp/tmp_ttt6ywo/files/7/f/d/dataset_7fd9e39a-e760-40d2-bf06-5838710303c8.dat
              Series count = 1
              Series #0 :
              	Image count = 1
              	RGB = false (1) 
              	Interleaved = false
              	Indexed = false (false color)
              	Width = 2508
              	Height = 2646
              	SizeZ = 1
              	SizeT = 1
              	SizeC = 1
              	Tile size = 2508 x 2646
              	Thumbnail size = 121 x 128
              	Endianness = intel (little)
              	Dimension order = XYCZT (certain)
              	Pixel type = int32
              	Valid bits per pixel = 32
              	Metadata complete = true
              	Thumbnail series = false
              
              Found the number of pyramid resolutions: 4
              Calculate pyramid scale: 2508 / 1254 ~= 2.
              
              >bfconvert -no-upgrade -pyramid-resolutions 4 -pyramid-scale 2 -noflat -tilex 512 -tiley 512 '/tmp/tmp_ttt6ywo/files/7/f/d/dataset_7fd9e39a-e760-40d2-bf06-5838710303c8.dat' '/tmp/tmp_ttt6ywo/job_working_directory/000/15/outputs/dataset_eb7125fa-b995-4334-a040-a611ba232cfc_files/A/0/masks01.ome.tiff'
              /tmp/tmp_ttt6ywo/files/7/f/d/dataset_7fd9e39a-e760-40d2-bf06-5838710303c8.dat
              TiffDelegateReader initializing /tmp/tmp_ttt6ywo/files/7/f/d/dataset_7fd9e39a-e760-40d2-bf06-5838710303c8.dat
              Reading IFDs
              Populating metadata
              Checking comment style
              Populating OME metadata
              [Tagged Image File Format] -> /tmp/tmp_ttt6ywo/job_working_directory/000/15/outputs/dataset_eb7125fa-b995-4334-a040-a611ba232cfc_files/A/0/masks01.ome.tiff [OME-TIFF]
              Tile size = 512 x 512
              	Converted 1/1 planes (100%)
              Tile size = 512 x 512
              	Converted 1/1 planes (100%)
              Tile size = 512 x 512
              	Converted 1/1 planes (100%)
              Tile size = 320 x 336
              	Converted 1/1 planes (100%)
              [done]
              2.862s elapsed (50.5+387.5ms per plane, 968ms overhead)
              
              >showinf -nopix -nometa -noflat -no-upgrade '/tmp/tmp_ttt6ywo/job_working_directory/000/15/outputs/dataset_eb7125fa-b995-4334-a040-a611ba232cfc_files/A/0/masks01.ome.tiff'
              Checking file format [OME-TIFF]
              Initializing reader
              OMETiffReader initializing /tmp/tmp_ttt6ywo/job_working_directory/000/15/outputs/dataset_eb7125fa-b995-4334-a040-a611ba232cfc_files/A/0/masks01.ome.tiff
              Reading IFDs
              Populating metadata
              Initialization took 0.104s
              
              Reading core metadata
              filename = /tmp/tmp_ttt6ywo/job_working_directory/000/15/outputs/dataset_eb7125fa-b995-4334-a040-a611ba232cfc_files/A/0/masks01.ome.tiff
              Series count = 1
              Series #0 :
              	Resolutions = 4
              		sizeX[0] = 2508
              		sizeX[1] = 1254
              		sizeX[2] = 627
              		sizeX[3] = 313
              	Image count = 1
              	RGB = false (1) 
              	Interleaved = false
              	Indexed = false (false color)
              	Width = 2508
              	Height = 2646
              	SizeZ = 1
              	SizeT = 1
              	SizeC = 1
              	Tile size = 512 x 512
              	Thumbnail size = 121 x 128
              	Endianness = intel (little)
              	Dimension order = XYCZT (certain)
              	Pixel type = int32
              	Valid bits per pixel = 32
              	Metadata complete = true
              	Thumbnail series = false
              
              

            Traceback:

            Job Parameters:

            • Job parameter Parameter value
              __input_ext "input"
              __workflow_invocation_uuid__ "53ad9966049f11f08a577c1e52430338"
              chromInfo "/tmp/tmp_ttt6ywo/galaxy-dev/tool-data/shared/ucsc/chrom/?.len"
              dbkey "?"
              do_phenotyping {"__current_case__": 1, "anndata": {"values": [{"id": 14, "src": "dce"}]}, "phenotype_factory": {"__current_case__": 0, "phenotype_mode": "choices", "phenotypes": ["phenotype"]}, "phenotyping_choice": "add_h5ad", "scatterplot_embeddings": {"__current_case__": 0, "embedding": "umap", "options": {"knn": true, "n_neighbors": "30", "n_pcs": "10", "random_state": "0"}}}
      • Step 3: PhenotypeWorkflow:

        • step_state: scheduled
      • Step 4: Illumination correction with Basic:

        • step_state: scheduled

        • Jobs
          • Job 1:

            • Job state is ok

            Command Line:

            • ln -s '/tmp/tmp_ttt6ywo/files/5/3/e/dataset_53ea439a-5a66-4fb1-8bb9-07786f487920.dat' 'exemplar-001-cycle-07.ome.tiff' &&     if ! [ -x "$(which ImageJ)" ]; then ln -sf "$(which ImageJ-linux64)" "ImageJ"; export PATH="$PATH:$(pwd)/"; fi &&  BASIC_SCRIPT="" && if [ -f "/opt/fiji/imagej_basic_ashlar.py" ]; then export BASIC_SCRIPT="/opt/fiji/imagej_basic_ashlar.py"; else export BASIC_SCRIPT="/tmp/shed_dir/toolshed.g2.bx.psu.edu/repos/perssond/basic_illumination/7ee5b6f7533e/basic_illumination/imagej_basic_ashlar.py"; fi &&  ImageJ --ij2 --headless --run $BASIC_SCRIPT   "filename='exemplar-001-cycle-07.ome.tiff',output_dir='.',experiment_name='output'";

            Exit Code:

            • 0

            Standard Error:

            • OpenJDK 64-Bit Server VM warning: ignoring option PermSize=128m; support was removed in 8.0
              OpenJDK 64-Bit Server VM warning: Using incremental CMS is deprecated and will likely be removed in a future release
              Mar 19, 2025 8:51:35 AM java.util.prefs.FileSystemPreferences$1 run
              INFO: Created user preferences directory.
              

            Standard Output:

            • Loading images...
              OMETiffReader initializing exemplar-001-cycle-07.ome.tiff
              Reading IFDs
              Populating metadata
              
              
              
              Processing channel 1/4...
              ===========================
              Reading IFDs
              Populating metadata
              Compute spatial shading profiles...
              Reweighting Iteration:1
              Stop Criterion1  0.7237670853187328
              Stop Criterion2  0.3479267311604723
              Stop Criterion3  0.32547963283789005
              Stop Criterion4  0.29393595194522004
              Stop Criterion5  0.2626094537543461
              Stop Criterion6  0.236263978445132
              Stop Criterion7  0.21260488200470687
              Stop Criterion8  0.18072720245069188
              Stop Criterion9  0.1358723871159032
              Stop Criterion10  0.09413198317233705
              Stop Criterion11  0.06139677565279799
              Stop Criterion12  0.038659911620879416
              Stop Criterion13  0.02425396876589163
              Stop Criterion14  0.015550318267246909
              Stop Criterion15  0.00999537908741311
              Stop Criterion16  0.00625833537439219
              Stop Criterion17  0.003787136986360472
              Stop Criterion18  0.002203256001992479
              Stop Criterion19  0.0012646928848501957
              Stop Criterion20  7.398321930514644E-4
              Stop Criterion21  4.498666248083781E-4
              Stop Criterion22  2.824581483896693E-4
              Stop Criterion23  1.797069701524201E-4
              Stop Criterion24  1.1340622552790771E-4
              Stop Criterion25  7.37733601677205E-5
              Stop Criterion26  4.782858070096793E-5
              Stop Criterion27  3.0708517710206266E-5
              Stop Criterion28  1.979652405415095E-5
              Stop Criterion29  1.2711629428388742E-5
              Stop Criterion30  8.230152417037178E-6
              Stop Criterion31  5.218561503883828E-6
              Stop Criterion32  3.3202927665365916E-6
              Stop Criterion33  2.123878636281263E-6
              Stop Criterion34  1.3786255315990336E-6
              Stop Criterion35  8.846152320878804E-7
              Reweighting Iteration:2
              Stop Criterion1  0.7220809335985949
              Stop Criterion2  0.3349210021289422
              Stop Criterion3  0.2990679411087291
              Stop Criterion4  0.2533877687846563
              Stop Criterion5  0.20415955799881097
              Stop Criterion6  0.16102430655162367
              Stop Criterion7  0.12269216094837528
              Stop Criterion8  0.09251127470777432
              Stop Criterion9  0.06831206236644628
              Stop Criterion10  0.049964977737517804
              Stop Criterion11  0.035854407317382715
              Stop Criterion12  0.025656001832040972
              Stop Criterion13  0.018151905990311523
              Stop Criterion14  0.012711277515116677
              Stop Criterion15  0.008851570271736577
              Stop Criterion16  0.006153221106709571
              Stop Criterion17  0.004239454430571974
              Stop Criterion18  0.0028990391283510585
              Stop Criterion19  0.001999443343104988
              Stop Criterion20  0.0013951463099972008
              Stop Criterion21  0.0010051893134380133
              Stop Criterion22  7.232201374656854E-4
              Stop Criterion23  5.010723721481596E-4
              Stop Criterion24  3.263915475360964E-4
              Stop Criterion25  2.038742145272361E-4
              Stop Criterion26  1.24131906364217E-4
              Stop Criterion27  7.332443838850404E-5
              Stop Criterion28  4.367826573039298E-5
              Stop Criterion29  2.684569769155132E-5
              Stop Criterion30  1.6673385034094978E-5
              Stop Criterion31  1.0581242851124275E-5
              Stop Criterion32  6.728650979696252E-6
              Stop Criterion33  4.287675766672403E-6
              Stop Criterion34  2.759721570306882E-6
              Stop Criterion35  1.81152515149765E-6
              Stop Criterion36  1.211454642743518E-6
              Stop Criterion37  8.001552742253611E-7
              Reweighting Iteration:3
              Stop Criterion1  0.7212795465593611
              Stop Criterion2  0.3315802173522141
              Stop Criterion3  0.2937407295297951
              Stop Criterion4  0.24711546998830772
              Stop Criterion5  0.19790601236843014
              Stop Criterion6  0.1561569672512293
              Stop Criterion7  0.11836696256686309
              Stop Criterion8  0.08833513132871271
              Stop Criterion9  0.06481604922612756
              Stop Criterion10  0.04727966379904183
              Stop Criterion11  0.03394140871924927
              Stop Criterion12  0.024360892475624025
              Stop Criterion13  0.017293107171975172
              Stop Criterion14  0.012166439485922439
              Stop Criterion15  0.008494623096100147
              Stop Criterion16  0.005895832454084787
              Stop Criterion17  0.00405885943069697
              Stop Criterion18  0.0028038884308911735
              Stop Criterion19  0.0019520112543607532
              Stop Criterion20  0.0013932705930686702
              Stop Criterion21  0.001006801354863656
              Stop Criterion22  7.230962268370507E-4
              Stop Criterion23  5.051733125256513E-4
              Stop Criterion24  3.3987943828625767E-4
              Stop Criterion25  2.172815245345853E-4
              Stop Criterion26  1.337184050783558E-4
              Stop Criterion27  8.026303880594906E-5
              Stop Criterion28  4.871449883616721E-5
              Stop Criterion29  3.0080982606652E-5
              Stop Criterion30  1.8903352329491593E-5
              Stop Criterion31  1.1968799176903062E-5
              Stop Criterion32  7.635211768899285E-6
              Stop Criterion33  4.894242112824505E-6
              Stop Criterion34  3.2056494670547914E-6
              Stop Criterion35  2.158335403729524E-6
              Stop Criterion36  1.4635476526734252E-6
              Stop Criterion37  9.728772878800295E-7
              Reweighting Iteration:4
              Stop Criterion1  0.7210546324740597
              Stop Criterion2  0.330586073955919
              Stop Criterion3  0.2920239367454098
              Stop Criterion4  0.24498404917448985
              Stop Criterion5  0.19586696512209864
              Stop Criterion6  0.15436744930517718
              Stop Criterion7  0.11663273128594645
              Stop Criterion8  0.08671935108372159
              Stop Criterion9  0.0635206222566844
              Stop Criterion10  0.04633606849322478
              Stop Criterion11  0.03336864705979566
              Stop Criterion12  0.02394883440442301
              Stop Criterion13  0.017028855084164452
              Stop Criterion14  0.012001912836323498
              Stop Criterion15  0.008392807441572335
              Stop Criterion16  0.005835062156855148
              Stop Criterion17  0.004036085672579521
              Stop Criterion18  0.0027981211213919236
              Stop Criterion19  0.0019510396085183326
              Stop Criterion20  0.0013912813782344688
              Stop Criterion21  0.001006683443054068
              Stop Criterion22  7.2339604790488E-4
              Stop Criterion23  5.064378306695817E-4
              Stop Criterion24  3.4176037447240386E-4
              Stop Criterion25  2.200800712668998E-4
              Stop Criterion26  1.3633908863816752E-4
              Stop Criterion27  8.279662912340982E-5
              Stop Criterion28  5.011992545976079E-5
              Stop Criterion29  3.103371504572929E-5
              Stop Criterion30  1.975238085560732E-5
              Stop Criterion31  1.2678617427504478E-5
              Stop Criterion32  8.035258954534731E-6
              Stop Criterion33  5.0868408819904616E-6
              Stop Criterion34  3.297453590106317E-6
              Stop Criterion35  2.229892310169164E-6
              Stop Criterion36  1.5349021972060712E-6
              Stop Criterion37  1.0239020649300614E-6
              Stop Criterion38  6.546602765567362E-7
              Reweighting Iteration:5
              Stop Criterion1  0.7209575246989496
              Stop Criterion2  0.3300484646938468
              Stop Criterion3  0.2911934225851583
              Stop Criterion4  0.2439690283823731
              Stop Criterion5  0.1948102010673965
              Stop Criterion6  0.1534271185612789
              Stop Criterion7  0.11573890150600555
              Stop Criterion8  0.08594988770911194
              Stop Criterion9  0.06294335306136437
              Stop Criterion10  0.045855659724208124
              Stop Criterion11  0.03302773563332642
              Stop Criterion12  0.023744050317809625
              Stop Criterion13  0.0169339536305764
              Stop Criterion14  0.011918740600140164
              Stop Criterion15  0.008342350537669069
              Stop Criterion16  0.005812979474102632
              Stop Criterion17  0.004026654431399881
              Stop Criterion18  0.002803849600708367
              Stop Criterion19  0.0019551465896893634
              Stop Criterion20  0.0013972146003593852
              Stop Criterion21  0.0010094634844667364
              Stop Criterion22  7.238058271946413E-4
              Stop Criterion23  5.079486867405099E-4
              Stop Criterion24  3.440547514844041E-4
              Stop Criterion25  2.2168694604722745E-4
              Stop Criterion26  1.3679786081377874E-4
              Stop Criterion27  8.278758813629323E-5
              Stop Criterion28  5.048338816200862E-5
              Stop Criterion29  3.150823744542287E-5
              Stop Criterion30  2.0238236320259404E-5
              Stop Criterion31  1.2859538554855209E-5
              Stop Criterion32  8.09863635816984E-6
              Stop Criterion33  5.100874725819114E-6
              Stop Criterion34  3.3310360857996435E-6
              Stop Criterion35  2.286595943104388E-6
              Stop Criterion36  1.5767560016198907E-6
              Stop Criterion37  1.0460315667826398E-6
              Stop Criterion38  6.655779388239014E-7
              
              
              
              Processing channel 2/4...
              ===========================
              Reading IFDs
              Populating metadata
              Compute spatial shading profiles...
              Reweighting Iteration:1
              Stop Criterion1  0.4423799241875226
              Stop Criterion2  0.2372178633245174
              Stop Criterion3  0.22627280722240323
              Stop Criterion4  0.2012322507835943
              Stop Criterion5  0.17207039276712371
              Stop Criterion6  0.14871669649357092
              Stop Criterion7  0.13116131969854475
              Stop Criterion8  0.11918606008883324
              Stop Criterion9  0.1089601559491928
              Stop Criterion10  0.09253524570555947
              Stop Criterion11  0.068080330132032
              Stop Criterion12  0.04470391469721303
              Stop Criterion13  0.028284726716081263
              Stop Criterion14  0.017671656522790926
              Stop Criterion15  0.010678289362721582
              Stop Criterion16  0.006230243002628107
              Stop Criterion17  0.0035624069891578222
              Stop Criterion18  0.002057049103616311
              Stop Criterion19  0.0012112781960951144
              Stop Criterion20  7.271988243789328E-4
              Stop Criterion21  4.4275098815185044E-4
              Stop Criterion22  2.732126228671104E-4
              Stop Criterion23  1.6790471620874286E-4
              Stop Criterion24  1.0457601430799875E-4
              Stop Criterion25  6.579857545600054E-5
              Stop Criterion26  4.314377482003961E-5
              Stop Criterion27  2.8624793884674673E-5
              Stop Criterion28  1.9337042622796468E-5
              Stop Criterion29  1.285529423965208E-5
              Stop Criterion30  8.643657177513327E-6
              Stop Criterion31  5.917679127436841E-6
              Stop Criterion32  3.983532749069094E-6
              Stop Criterion33  2.641799108661195E-6
              Stop Criterion34  1.7072435320477937E-6
              Stop Criterion35  1.0942942952176409E-6
              Stop Criterion36  6.810266986200522E-7
              Reweighting Iteration:2
              Stop Criterion1  0.42257990867803935
              Stop Criterion2  0.18740402725593738
              Stop Criterion3  0.16732216357115656
              Stop Criterion4  0.151252514160056
              Stop Criterion5  0.13613811067417078
              Stop Criterion6  0.12233113679166843
              Stop Criterion7  0.1067076257660518
              Stop Criterion8  0.08882145122618654
              Stop Criterion9  0.07042664876468192
              Stop Criterion10  0.05450411257084611
              Stop Criterion11  0.04186384956203349
              Stop Criterion12  0.0314890820776625
              Stop Criterion13  0.02273220283471806
              Stop Criterion14  0.015714806232363935
              Stop Criterion15  0.010640597389448307
              Stop Criterion16  0.007074746782106462
              Stop Criterion17  0.004665359399119968
              Stop Criterion18  0.003055680254227488
              Stop Criterion19  0.0019832008474083692
              Stop Criterion20  0.001273962453982327
              Stop Criterion21  8.141131637226073E-4
              Stop Criterion22  5.168154470844637E-4
              Stop Criterion23  3.3065912632888325E-4
              Stop Criterion24  2.076356357312356E-4
              Stop Criterion25  1.29019690923118E-4
              Stop Criterion26  7.917025266302749E-5
              Stop Criterion27  4.902307492029196E-5
              Stop Criterion28  3.110716989417707E-5
              Stop Criterion29  2.000107394012174E-5
              Stop Criterion30  1.3351647829627844E-5
              Stop Criterion31  9.140243586598838E-6
              Stop Criterion32  6.1904904115647265E-6
              Stop Criterion33  4.148557959212696E-6
              Stop Criterion34  2.7307577413069856E-6
              Stop Criterion35  1.775853852015066E-6
              Stop Criterion36  1.1309293902180203E-6
              Stop Criterion37  7.245358124349701E-7
              Reweighting Iteration:3
              Stop Criterion1  0.4195294521304906
              Stop Criterion2  0.18279800608436983
              Stop Criterion3  0.1634385581152382
              Stop Criterion4  0.14735363477243607
              Stop Criterion5  0.13269850248352863
              Stop Criterion6  0.11895752426547404
              Stop Criterion7  0.10254349715763814
              Stop Criterion8  0.08471737717817229
              Stop Criterion9  0.06695908214657657
              Stop Criterion10  0.05211899864882223
              Stop Criterion11  0.04011691151965093
              Stop Criterion12  0.030022516291679454
              Stop Criterion13  0.021506856395414317
              Stop Criterion14  0.01490375676036718
              Stop Criterion15  0.010047514970185613
              Stop Criterion16  0.006717431406052016
              Stop Criterion17  0.004485894519176218
              Stop Criterion18  0.0029997511960213963
              Stop Criterion19  0.0020002354458389334
              Stop Criterion20  0.0013178914789555133
              Stop Criterion21  8.521878189522363E-4
              Stop Criterion22  5.537648034503049E-4
              Stop Criterion23  3.577407448193152E-4
              Stop Criterion24  2.2880410697815687E-4
              Stop Criterion25  1.4192401494561954E-4
              Stop Criterion26  8.652999699191287E-5
              Stop Criterion27  5.2798899670277355E-5
              Stop Criterion28  3.2685264861988844E-5
              Stop Criterion29  2.0863190256967807E-5
              Stop Criterion30  1.3769263358469457E-5
              Stop Criterion31  9.290191950485955E-6
              Stop Criterion32  6.331833949507299E-6
              Stop Criterion33  4.235856370349216E-6
              Stop Criterion34  2.790443358161982E-6
              Stop Criterion35  1.814297142654861E-6
              Stop Criterion36  1.1659571727755089E-6
              Stop Criterion37  7.442772661241211E-7
              Reweighting Iteration:4
              Stop Criterion1  0.4186698081590988
              Stop Criterion2  0.18155779442790274
              Stop Criterion3  0.1622181941494189
              Stop Criterion4  0.14613743566399923
              Stop Criterion5  0.13156396846073143
              Stop Criterion6  0.11777100197129914
              Stop Criterion7  0.10127216591038243
              Stop Criterion8  0.0835502168164857
              Stop Criterion9  0.06613944840310958
              Stop Criterion10  0.0517018464688895
              Stop Criterion11  0.039846452464666955
              Stop Criterion12  0.02987170940727564
              Stop Criterion13  0.021376219899229346
              Stop Criterion14  0.014797210366699707
              Stop Criterion15  0.009953831169272558
              Stop Criterion16  0.0066751537362799585
              Stop Criterion17  0.004443971560632756
              Stop Criterion18  0.0029750398425349343
              Stop Criterion19  0.0019920311582981827
              Stop Criterion20  0.0013209952924383764
              Stop Criterion21  8.66493106146037E-4
              Stop Criterion22  5.597460009552118E-4
              Stop Criterion23  3.594646631725197E-4
              Stop Criterion24  2.3011838600241202E-4
              Stop Criterion25  1.4412437364302972E-4
              Stop Criterion26  8.869672936583198E-5
              Stop Criterion27  5.4610851830231576E-5
              Stop Criterion28  3.35988565196006E-5
              Stop Criterion29  2.1414305616232898E-5
              Stop Criterion30  1.418861767174635E-5
              Stop Criterion31  9.596139644030476E-6
              Stop Criterion32  6.507424250817217E-6
              Stop Criterion33  4.354139333356348E-6
              Stop Criterion34  2.8476291053866863E-6
              Stop Criterion35  1.847730181287584E-6
              Stop Criterion36  1.1725952112616632E-6
              Stop Criterion37  7.499354697413578E-7
              Reweighting Iteration:5
              Stop Criterion1  0.41832783410184093
              Stop Criterion2  0.18111422034159008
              Stop Criterion3  0.16168394608447553
              Stop Criterion4  0.14561044281518976
              Stop Criterion5  0.13108754893035623
              Stop Criterion6  0.11728560346093593
              Stop Criterion7  0.10074038790978622
              Stop Criterion8  0.08305361093874736
              Stop Criterion9  0.06583458538580224
              Stop Criterion10  0.05153545351739017
              Stop Criterion11  0.03976040429219308
              Stop Criterion12  0.02982401067906478
              Stop Criterion13  0.021368861328818593
              Stop Criterion14  0.01478187979704329
              Stop Criterion15  0.009924584606546903
              Stop Criterion16  0.006653367437712419
              Stop Criterion17  0.004434833322448793
              Stop Criterion18  0.0029699195086823364
              Stop Criterion19  0.0019876744441365145
              Stop Criterion20  0.0013200187037610573
              Stop Criterion21  8.681608608338584E-4
              Stop Criterion22  5.608210886801141E-4
              Stop Criterion23  3.6074937882387076E-4
              Stop Criterion24  2.303212090810648E-4
              Stop Criterion25  1.4449198873439312E-4
              Stop Criterion26  8.845354324202279E-5
              Stop Criterion27  5.504724831004072E-5
              Stop Criterion28  3.417914015609913E-5
              Stop Criterion29  2.1832665335071244E-5
              Stop Criterion30  1.4433022671193142E-5
              Stop Criterion31  9.679710410736057E-6
              Stop Criterion32  6.499206318750645E-6
              Stop Criterion33  4.291445751798643E-6
              Stop Criterion34  2.8669076732136478E-6
              Stop Criterion35  1.8869697630211743E-6
              Stop Criterion36  1.2200253518763813E-6
              Stop Criterion37  7.822645350098684E-7
              
              
              
              Processing channel 3/4...
              ===========================
              Reading IFDs
              Populating metadata
              Compute spatial shading profiles...
              Reweighting Iteration:1
              Stop Criterion1  0.6143746084661007
              Stop Criterion2  0.3854607693655193
              Stop Criterion3  0.3053217525746348
              Stop Criterion4  0.2525816684882698
              Stop Criterion5  0.20873827133574746
              Stop Criterion6  0.17260204783802977
              Stop Criterion7  0.14484733363796598
              Stop Criterion8  0.12069010436935594
              Stop Criterion9  0.09899111500878742
              Stop Criterion10  0.07771007607472614
              Stop Criterion11  0.058274814130533
              Stop Criterion12  0.04195990795571857
              Stop Criterion13  0.028660893174567346
              Stop Criterion14  0.018021075590948062
              Stop Criterion15  0.010603626819466194
              Stop Criterion16  0.006122609169229356
              Stop Criterion17  0.0035631430982639325
              Stop Criterion18  0.0021299198952220663
              Stop Criterion19  0.00129066541888925
              Stop Criterion20  7.898291555843844E-4
              Stop Criterion21  4.782435013301397E-4
              Stop Criterion22  2.893837713186813E-4
              Stop Criterion23  1.7809120783052594E-4
              Stop Criterion24  1.1039605002636458E-4
              Stop Criterion25  6.901940073601745E-5
              Stop Criterion26  4.2847281880132135E-5
              Stop Criterion27  2.6853616369432156E-5
              Stop Criterion28  1.6963837820300994E-5
              Stop Criterion29  1.1063065634398487E-5
              Stop Criterion30  7.218202956473053E-6
              Stop Criterion31  4.750031680334451E-6
              Stop Criterion32  2.9843336020534093E-6
              Stop Criterion33  1.9360820809578157E-6
              Stop Criterion34  1.2620241998202487E-6
              Stop Criterion35  8.147135133424535E-7
              Reweighting Iteration:2
              Stop Criterion1  0.48553249496549555
              Stop Criterion2  0.2496151502890477
              Stop Criterion3  0.21268526119626488
              Stop Criterion4  0.17909641860370024
              Stop Criterion5  0.1509526393844221
              Stop Criterion6  0.12696567449036952
              Stop Criterion7  0.10567581315110114
              Stop Criterion8  0.08632134883659204
              Stop Criterion9  0.06929349844125239
              Stop Criterion10  0.05426596399425627
              Stop Criterion11  0.042019216143390964
              Stop Criterion12  0.03179220995729858
              Stop Criterion13  0.023263533645729615
              Stop Criterion14  0.016383653598359475
              Stop Criterion15  0.011189655556860217
              Stop Criterion16  0.007473167642266178
              Stop Criterion17  0.004867467439904904
              Stop Criterion18  0.003133661686118026
              Stop Criterion19  0.001996503830871962
              Stop Criterion20  0.0012790808736367518
              Stop Criterion21  8.261347823077796E-4
              Stop Criterion22  5.297046339762117E-4
              Stop Criterion23  3.369585429570465E-4
              Stop Criterion24  2.1390903126824017E-4
              Stop Criterion25  1.347850558003631E-4
              Stop Criterion26  8.54287249352612E-5
              Stop Criterion27  5.427217110162213E-5
              Stop Criterion28  3.382034779497455E-5
              Stop Criterion29  2.1450734633200802E-5
              Stop Criterion30  1.413071056480458E-5
              Stop Criterion31  9.443581104859682E-6
              Stop Criterion32  6.302786152136017E-6
              Stop Criterion33  4.094801799635135E-6
              Stop Criterion34  2.6726026796644738E-6
              Stop Criterion35  1.7681255137888132E-6
              Stop Criterion36  1.1630058460654578E-6
              Stop Criterion37  7.685795907887224E-7
              Reweighting Iteration:3
              Stop Criterion1  0.47036478116871444
              Stop Criterion2  0.23384811225719895
              Stop Criterion3  0.1962002984791176
              Stop Criterion4  0.16451573354030752
              Stop Criterion5  0.13879230731232575
              Stop Criterion6  0.11680514870830784
              Stop Criterion7  0.09740639444451143
              Stop Criterion8  0.07990434825157473
              Stop Criterion9  0.0644930280414396
              Stop Criterion10  0.05091603013593614
              Stop Criterion11  0.03965216174009371
              Stop Criterion12  0.03001013786137514
              Stop Criterion13  0.02195374947271327
              Stop Criterion14  0.015487283392928571
              Stop Criterion15  0.010670237913498625
              Stop Criterion16  0.007235426956401981
              Stop Criterion17  0.004851066986401055
              Stop Criterion18  0.0031916770581381995
              Stop Criterion19  0.002073968477722429
              Stop Criterion20  0.0013521165017255086
              Stop Criterion21  8.923572102279155E-4
              Stop Criterion22  5.850170073625438E-4
              Stop Criterion23  3.733528201023707E-4
              Stop Criterion24  2.3450385677367512E-4
              Stop Criterion25  1.451312475212009E-4
              Stop Criterion26  9.066993889444774E-5
              Stop Criterion27  5.81081294241694E-5
              Stop Criterion28  3.779259601435486E-5
              Stop Criterion29  2.443841588674577E-5
              Stop Criterion30  1.5771842247182363E-5
              Stop Criterion31  1.027875487829346E-5
              Stop Criterion32  6.780183868576396E-6
              Stop Criterion33  4.499888597509919E-6
              Stop Criterion34  3.005717196766989E-6
              Stop Criterion35  2.0005071361623133E-6
              Stop Criterion36  1.3246849043350255E-6
              Stop Criterion37  8.468798035928767E-7
              Reweighting Iteration:4
              Stop Criterion1  0.46526698049719273
              Stop Criterion2  0.22812517454085254
              Stop Criterion3  0.1893418425509073
              Stop Criterion4  0.15862018052172663
              Stop Criterion5  0.13326325840155362
              Stop Criterion6  0.11208930042048856
              Stop Criterion7  0.09380786775461313
              Stop Criterion8  0.07726530451435923
              Stop Criterion9  0.06243020265695438
              Stop Criterion10  0.04938282509578285
              Stop Criterion11  0.03847230795859546
              Stop Criterion12  0.02909568152504244
              Stop Criterion13  0.02132542169273165
              Stop Criterion14  0.015038924428616011
              Stop Criterion15  0.010424050084913568
              Stop Criterion16  0.007119931792441911
              Stop Criterion17  0.004797663106540595
              Stop Criterion18  0.0032049619825435943
              Stop Criterion19  0.0020999680300047095
              Stop Criterion20  0.0013916461987073224
              Stop Criterion21  9.305658447854554E-4
              Stop Criterion22  6.117944992323976E-4
              Stop Criterion23  3.884972754084751E-4
              Stop Criterion24  2.4148966923988877E-4
              Stop Criterion25  1.50809721602422E-4
              Stop Criterion26  9.392329766362392E-5
              Stop Criterion27  5.968312845455812E-5
              Stop Criterion28  3.775442248111427E-5
              Stop Criterion29  2.4344544103588207E-5
              Stop Criterion30  1.6175675431405745E-5
              Stop Criterion31  1.0770828075577013E-5
              Stop Criterion32  7.153103175653674E-6
              Stop Criterion33  4.7442045575062264E-6
              Stop Criterion34  3.136222734056682E-6
              Stop Criterion35  2.0547203193421498E-6
              Stop Criterion36  1.3621891633322432E-6
              Stop Criterion37  8.919960367338608E-7
              Reweighting Iteration:5
              Stop Criterion1  0.4630265070759725
              Stop Criterion2  0.22548719863656375
              Stop Criterion3  0.18631865083173266
              Stop Criterion4  0.15580718709446317
              Stop Criterion5  0.13067354215075144
              Stop Criterion6  0.109864151342739
              Stop Criterion7  0.09201163753264692
              Stop Criterion8  0.07572651324453929
              Stop Criterion9  0.06123597079898749
              Stop Criterion10  0.04854919562083764
              Stop Criterion11  0.03784258267750899
              Stop Criterion12  0.028718635636316207
              Stop Criterion13  0.02105804498139881
              Stop Criterion14  0.014880750651334275
              Stop Criterion15  0.01031686782775736
              Stop Criterion16  0.007073364559535135
              Stop Criterion17  0.0047860262339558144
              Stop Criterion18  0.0032046603447530683
              Stop Criterion19  0.002116206468612548
              Stop Criterion20  0.0014055684175590202
              Stop Criterion21  9.462153723557071E-4
              Stop Criterion22  6.228736788302825E-4
              Stop Criterion23  3.9666063585787423E-4
              Stop Criterion24  2.47755917609509E-4
              Stop Criterion25  1.5326764078924605E-4
              Stop Criterion26  9.544415977608429E-5
              Stop Criterion27  6.0740853385345745E-5
              Stop Criterion28  3.822358901338925E-5
              Stop Criterion29  2.4300260931720517E-5
              Stop Criterion30  1.6024853008656956E-5
              Stop Criterion31  1.0797783431108478E-5
              Stop Criterion32  7.332354715193716E-6
              Stop Criterion33  4.865263153582115E-6
              Stop Criterion34  3.2282012566648274E-6
              Stop Criterion35  2.1447890750566013E-6
              Stop Criterion36  1.4010587450869468E-6
              Stop Criterion37  9.242017265843661E-7
              
              
              
              Processing channel 4/4...
              ===========================
              Reading IFDs
              Populating metadata
              Compute spatial shading profiles...
              Reweighting Iteration:1
              Stop Criterion1  0.4479681107537465
              Stop Criterion2  0.3157140274179291
              Stop Criterion3  0.2900613041211816
              Stop Criterion4  0.25175532895968566
              Stop Criterion5  0.205052396326697
              Stop Criterion6  0.16420246506877698
              Stop Criterion7  0.1325908655070602
              Stop Criterion8  0.10744858287377103
              Stop Criterion9  0.08502538697620358
              Stop Criterion10  0.0647539420902654
              Stop Criterion11  0.0477613548677605
              Stop Criterion12  0.034154527072218485
              Stop Criterion13  0.024385435672747653
              Stop Criterion14  0.017212638115895646
              Stop Criterion15  0.011672695273491497
              Stop Criterion16  0.007368447917092527
              Stop Criterion17  0.004391238886042392
              Stop Criterion18  0.0026524628488264635
              Stop Criterion19  0.0016231789325759994
              Stop Criterion20  9.883975143657052E-4
              Stop Criterion21  6.09177651693973E-4
              Stop Criterion22  3.7587265363994395E-4
              Stop Criterion23  2.2798311599199657E-4
              Stop Criterion24  1.3822053987856117E-4
              Stop Criterion25  8.344957151755916E-5
              Stop Criterion26  5.1166823798376606E-5
              Stop Criterion27  3.141041467238371E-5
              Stop Criterion28  1.9731512100420125E-5
              Stop Criterion29  1.2492437607593672E-5
              Stop Criterion30  7.999494458623476E-6
              Stop Criterion31  5.211122309262443E-6
              Stop Criterion32  3.407519894038643E-6
              Stop Criterion33  2.2857028299553833E-6
              Stop Criterion34  1.5424941367192673E-6
              Stop Criterion35  1.0077987705226751E-6
              Stop Criterion36  6.400466573475565E-7
              Reweighting Iteration:2
              Stop Criterion1  0.39667091215538514
              Stop Criterion2  0.2180325016261655
              Stop Criterion3  0.1802859782211687
              Stop Criterion4  0.1514867861676155
              Stop Criterion5  0.1271979395699544
              Stop Criterion6  0.10691834753528981
              Stop Criterion7  0.08920264643188212
              Stop Criterion8  0.07289026174851995
              Stop Criterion9  0.05835682905816366
              Stop Criterion10  0.045772125055313966
              Stop Criterion11  0.035566659550500944
              Stop Criterion12  0.027031189339687584
              Stop Criterion13  0.020409720668363964
              Stop Criterion14  0.015328405881716526
              Stop Criterion15  0.011191528591540118
              Stop Criterion16  0.007689793411153369
              Stop Criterion17  0.005000960471005131
              Stop Criterion18  0.003222778877849684
              Stop Criterion19  0.0020580944417130254
              Stop Criterion20  0.0012958132964206262
              Stop Criterion21  8.36981699870311E-4
              Stop Criterion22  5.393644509569901E-4
              Stop Criterion23  3.408820239352478E-4
              Stop Criterion24  2.105485529620046E-4
              Stop Criterion25  1.2866870978098753E-4
              Stop Criterion26  7.694189393163375E-5
              Stop Criterion27  4.673729386979814E-5
              Stop Criterion28  2.8738670567832088E-5
              Stop Criterion29  1.8068539083103478E-5
              Stop Criterion30  1.1490804397426156E-5
              Stop Criterion31  7.740354003151058E-6
              Stop Criterion32  5.328098247112567E-6
              Stop Criterion33  3.653993074052531E-6
              Stop Criterion34  2.4423207153618607E-6
              Stop Criterion35  1.6028291866875239E-6
              Stop Criterion36  1.036041187414067E-6
              Stop Criterion37  6.745569348690806E-7
              Reweighting Iteration:3
              Stop Criterion1  0.37357934848266405
              Stop Criterion2  0.19648855289784514
              Stop Criterion3  0.1614666616252115
              Stop Criterion4  0.1346069124729321
              Stop Criterion5  0.11287699364585549
              Stop Criterion6  0.09451702684230294
              Stop Criterion7  0.07843142002914678
              Stop Criterion8  0.06398882927665074
              Stop Criterion9  0.051488745065421136
              Stop Criterion10  0.04116716546466214
              Stop Criterion11  0.032496208639963005
              Stop Criterion12  0.025356406932499714
              Stop Criterion13  0.019770971634502522
              Stop Criterion14  0.015083235491123894
              Stop Criterion15  0.01115315181608557
              Stop Criterion16  0.007773535096091266
              Stop Criterion17  0.005101749922952886
              Stop Criterion18  0.003288826405577515
              Stop Criterion19  0.0021093363989006402
              Stop Criterion20  0.0013479866655417255
              Stop Criterion21  8.734526164501817E-4
              Stop Criterion22  5.658375456061792E-4
              Stop Criterion23  3.6099786390981646E-4
              Stop Criterion24  2.2396083096893566E-4
              Stop Criterion25  1.3683257646866686E-4
              Stop Criterion26  8.423698989016003E-5
              Stop Criterion27  5.124967743443076E-5
              Stop Criterion28  3.126294967000657E-5
              Stop Criterion29  1.9723314216892947E-5
              Stop Criterion30  1.307834424992461E-5
              Stop Criterion31  8.888503517134966E-6
              Stop Criterion32  6.133657594957294E-6
              Stop Criterion33  4.1711386641742536E-6
              Stop Criterion34  2.7814817715054915E-6
              Stop Criterion35  1.8107733182409367E-6
              Stop Criterion36  1.1803357401121006E-6
              Stop Criterion37  7.5467409296394E-7
              Reweighting Iteration:4
              Stop Criterion1  0.36776349204577374
              Stop Criterion2  0.1913852903656396
              Stop Criterion3  0.1569493536621846
              Stop Criterion4  0.13032212397201154
              Stop Criterion5  0.10855782575136098
              Stop Criterion6  0.09096451486205366
              Stop Criterion7  0.07525494582905842
              Stop Criterion8  0.06118219811738668
              Stop Criterion9  0.04936112333852717
              Stop Criterion10  0.039578798997880194
              Stop Criterion11  0.031338472205287876
              Stop Criterion12  0.024737319708623386
              Stop Criterion13  0.019426767511477438
              Stop Criterion14  0.014952518304746207
              Stop Criterion15  0.011121846564328266
              Stop Criterion16  0.007772095208578778
              Stop Criterion17  0.005111153658929467
              Stop Criterion18  0.003313518570189934
              Stop Criterion19  0.0021474239398336613
              Stop Criterion20  0.0013833072514135777
              Stop Criterion21  9.032459014375629E-4
              Stop Criterion22  5.855666695180038E-4
              Stop Criterion23  3.704107815688485E-4
              Stop Criterion24  2.3027578708795094E-4
              Stop Criterion25  1.4129581933148603E-4
              Stop Criterion26  8.673800423438192E-5
              Stop Criterion27  5.3089735194553144E-5
              Stop Criterion28  3.261372042784563E-5
              Stop Criterion29  2.0933133958277906E-5
              Stop Criterion30  1.3911669305840525E-5
              Stop Criterion31  9.41502178365073E-6
              Stop Criterion32  6.490855529399125E-6
              Stop Criterion33  4.423407069587656E-6
              Stop Criterion34  2.9476541905981745E-6
              Stop Criterion35  1.92068253944716E-6
              Stop Criterion36  1.2361367730918522E-6
              Stop Criterion37  8.021253365415824E-7
              Reweighting Iteration:5
              Stop Criterion1  0.3656226558224595
              Stop Criterion2  0.1895750099583647
              Stop Criterion3  0.15524902025202852
              Stop Criterion4  0.1287089037706085
              Stop Criterion5  0.1069678227468498
              Stop Criterion6  0.08966414667465859
              Stop Criterion7  0.07413302426915272
              Stop Criterion8  0.0602714169776661
              Stop Criterion9  0.04857806028264819
              Stop Criterion10  0.03899044737427765
              Stop Criterion11  0.03093922980940134
              Stop Criterion12  0.02452063785466279
              Stop Criterion13  0.01931509632603819
              Stop Criterion14  0.014891753568879819
              Stop Criterion15  0.01110054487937095
              Stop Criterion16  0.0077534173021152905
              Stop Criterion17  0.005115629850185271
              Stop Criterion18  0.003324944328610618
              Stop Criterion19  0.0021529569090019754
              Stop Criterion20  0.0013920838581615185
              Stop Criterion21  9.118593867105161E-4
              Stop Criterion22  5.920488479805264E-4
              Stop Criterion23  3.75602753881049E-4
              Stop Criterion24  2.3520389405278595E-4
              Stop Criterion25  1.4471927021479457E-4
              Stop Criterion26  8.880131563674456E-5
              Stop Criterion27  5.40430654175866E-5
              Stop Criterion28  3.3192205657096906E-5
              Stop Criterion29  2.1164151236388304E-5
              Stop Criterion30  1.4164989693461548E-5
              Stop Criterion31  9.829114390027E-6
              Stop Criterion32  6.798895890198662E-6
              Stop Criterion33  4.592073628091112E-6
              Stop Criterion34  3.0514772475982946E-6
              Stop Criterion35  1.984444222814624E-6
              Stop Criterion36  1.2738122992072768E-6
              Stop Criterion37  8.061668471345133E-7
              
              
              
              Done!
              

            Traceback:

            Job Parameters:

            • Job parameter Parameter value
              __input_ext "input"
              __workflow_invocation_uuid__ "53ad9966049f11f08a577c1e52430338"
              chromInfo "/tmp/tmp_ttt6ywo/galaxy-dev/tool-data/shared/ucsc/chrom/?.len"
              dbkey "?"
          • Job 2:

            • Job state is ok

            Command Line:

            • ln -s '/tmp/tmp_ttt6ywo/files/4/0/8/dataset_408a6437-a10a-45ce-9112-de53056c43d1.dat' 'exemplar-001-cycle-08.ome.tiff' &&     if ! [ -x "$(which ImageJ)" ]; then ln -sf "$(which ImageJ-linux64)" "ImageJ"; export PATH="$PATH:$(pwd)/"; fi &&  BASIC_SCRIPT="" && if [ -f "/opt/fiji/imagej_basic_ashlar.py" ]; then export BASIC_SCRIPT="/opt/fiji/imagej_basic_ashlar.py"; else export BASIC_SCRIPT="/tmp/shed_dir/toolshed.g2.bx.psu.edu/repos/perssond/basic_illumination/7ee5b6f7533e/basic_illumination/imagej_basic_ashlar.py"; fi &&  ImageJ --ij2 --headless --run $BASIC_SCRIPT   "filename='exemplar-001-cycle-08.ome.tiff',output_dir='.',experiment_name='output'";

            Exit Code:

            • 0

            Standard Error:

            • OpenJDK 64-Bit Server VM warning: ignoring option PermSize=128m; support was removed in 8.0
              OpenJDK 64-Bit Server VM warning: Using incremental CMS is deprecated and will likely be removed in a future release
              Mar 19, 2025 8:51:35 AM java.util.prefs.FileSystemPreferences$1 run
              INFO: Created user preferences directory.
              

            Standard Output:

            • Loading images...
              OMETiffReader initializing exemplar-001-cycle-08.ome.tiff
              Reading IFDs
              Populating metadata
              
              
              
              Processing channel 1/4...
              ===========================
              Reading IFDs
              Populating metadata
              Compute spatial shading profiles...
              Reweighting Iteration:1
              Stop Criterion1  0.7311467674531571
              Stop Criterion2  0.33776917894318165
              Stop Criterion3  0.3222797035332431
              Stop Criterion4  0.29662524071964164
              Stop Criterion5  0.26663031991846586
              Stop Criterion6  0.23553419316112528
              Stop Criterion7  0.21129360178399695
              Stop Criterion8  0.18450607812989503
              Stop Criterion9  0.141705137719022
              Stop Criterion10  0.09706237952634814
              Stop Criterion11  0.06251636131353143
              Stop Criterion12  0.03901981468675839
              Stop Criterion13  0.02420387752095631
              Stop Criterion14  0.014991605132951344
              Stop Criterion15  0.009272082524059895
              Stop Criterion16  0.005694490341386539
              Stop Criterion17  0.0035022830853647046
              Stop Criterion18  0.002144940726928031
              Stop Criterion19  0.0012671121576745326
              Stop Criterion20  7.506209855810259E-4
              Stop Criterion21  4.579307536342121E-4
              Stop Criterion22  2.8589420944736963E-4
              Stop Criterion23  1.8335433294605166E-4
              Stop Criterion24  1.1658099788942293E-4
              Stop Criterion25  7.356804025339338E-5
              Stop Criterion26  4.6040518382638416E-5
              Stop Criterion27  2.8796145486742682E-5
              Stop Criterion28  1.8246394979814844E-5
              Stop Criterion29  1.1739894759283322E-5
              Stop Criterion30  7.507318663978098E-6
              Stop Criterion31  4.848132473921191E-6
              Stop Criterion32  3.164959440155004E-6
              Stop Criterion33  2.023109685175598E-6
              Stop Criterion34  1.2735293092785104E-6
              Stop Criterion35  8.250942943061695E-7
              Reweighting Iteration:2
              Stop Criterion1  0.7297955678392262
              Stop Criterion2  0.3263659841349978
              Stop Criterion3  0.2968026367240697
              Stop Criterion4  0.25908808788991705
              Stop Criterion5  0.2152130082061819
              Stop Criterion6  0.1705574954671425
              Stop Criterion7  0.13193472683350385
              Stop Criterion8  0.10195645492391146
              Stop Criterion9  0.07852214343936147
              Stop Criterion10  0.06005295212844348
              Stop Criterion11  0.04504751828343006
              Stop Criterion12  0.03325705560584478
              Stop Criterion13  0.02242909957417891
              Stop Criterion14  0.015283488759978897
              Stop Criterion15  0.010203758466327692
              Stop Criterion16  0.006716309410138964
              Stop Criterion17  0.004367592869671251
              Stop Criterion18  0.002871317000829027
              Stop Criterion19  0.0019114695796925833
              Stop Criterion20  0.0012945741850549637
              Stop Criterion21  8.908299807440404E-4
              Stop Criterion22  6.110374873627907E-4
              Stop Criterion23  4.1379534151128415E-4
              Stop Criterion24  2.762006186315205E-4
              Stop Criterion25  1.791603930503736E-4
              Stop Criterion26  1.1224746248631148E-4
              Stop Criterion27  6.876099141441645E-5
              Stop Criterion28  4.23547369021402E-5
              Stop Criterion29  2.6098266502025183E-5
              Stop Criterion30  1.6084706846504953E-5
              Stop Criterion31  1.0010506801801122E-5
              Stop Criterion32  6.391522757848879E-6
              Stop Criterion33  4.122521128806993E-6
              Stop Criterion34  2.6563580262012733E-6
              Stop Criterion35  1.7287827842130043E-6
              Stop Criterion36  1.1288123175018852E-6
              Stop Criterion37  7.426926416645056E-7
              Reweighting Iteration:3
              Stop Criterion1  0.7293189389743933
              Stop Criterion2  0.32348975026320104
              Stop Criterion3  0.2921628307077374
              Stop Criterion4  0.25338921654387003
              Stop Criterion5  0.20940717821091737
              Stop Criterion6  0.16391965377131715
              Stop Criterion7  0.12462059829169746
              Stop Criterion8  0.09491659743372083
              Stop Criterion9  0.07248858757660281
              Stop Criterion10  0.05498359340015898
              Stop Criterion11  0.041193154376659574
              Stop Criterion12  0.030404061127515446
              Stop Criterion13  0.02072939904916756
              Stop Criterion14  0.014203409909260329
              Stop Criterion15  0.009605452907548237
              Stop Criterion16  0.0063742857342783295
              Stop Criterion17  0.004177655459209917
              Stop Criterion18  0.002796199575752331
              Stop Criterion19  0.001893887232255911
              Stop Criterion20  0.0013027722560219653
              Stop Criterion21  9.063761706859977E-4
              Stop Criterion22  6.325462776213223E-4
              Stop Criterion23  4.39372943167347E-4
              Stop Criterion24  3.006772549253242E-4
              Stop Criterion25  2.0110172198640683E-4
              Stop Criterion26  1.3002494046164718E-4
              Stop Criterion27  8.144113473932921E-5
              Stop Criterion28  5.059807609339794E-5
              Stop Criterion29  3.1473611830781895E-5
              Stop Criterion30  1.9313053170971362E-5
              Stop Criterion31  1.198577119002008E-5
              Stop Criterion32  7.518182749990032E-6
              Stop Criterion33  4.773799629951052E-6
              Stop Criterion34  3.0993840733754288E-6
              Stop Criterion35  2.053864127231708E-6
              Stop Criterion36  1.3718931382455896E-6
              Stop Criterion37  9.160531408845223E-7
              Reweighting Iteration:4
              Stop Criterion1  0.7289131159007839
              Stop Criterion2  0.3214562545298726
              Stop Criterion3  0.28914998626076543
              Stop Criterion4  0.250503625169547
              Stop Criterion5  0.20698206664267854
              Stop Criterion6  0.16151791265617896
              Stop Criterion7  0.12184244623026276
              Stop Criterion8  0.0921017873899682
              Stop Criterion9  0.06969732144805302
              Stop Criterion10  0.052793324119530506
              Stop Criterion11  0.03952316307499
              Stop Criterion12  0.02768372326711728
              Stop Criterion13  0.01943323440917947
              Stop Criterion14  0.013483181290708112
              Stop Criterion15  0.00922186905378811
              Stop Criterion16  0.0062195299455286
              Stop Criterion17  0.004162605959901103
              Stop Criterion18  0.002816697496464745
              Stop Criterion19  0.0019222649032498717
              Stop Criterion20  0.0013345877598777154
              Stop Criterion21  9.383869285917836E-4
              Stop Criterion22  6.619259364397815E-4
              Stop Criterion23  4.6246804233082163E-4
              Stop Criterion24  3.165173178909594E-4
              Stop Criterion25  2.114238875390695E-4
              Stop Criterion26  1.3597745085222845E-4
              Stop Criterion27  8.45946262277811E-5
              Stop Criterion28  5.1417669450512846E-5
              Stop Criterion29  3.146313947197865E-5
              Stop Criterion30  1.940054659546145E-5
              Stop Criterion31  1.2046436869867436E-5
              Stop Criterion32  7.636426690868035E-6
              Stop Criterion33  4.954815684327667E-6
              Stop Criterion34  3.216708929787448E-6
              Stop Criterion35  2.083192820866774E-6
              Stop Criterion36  1.3897561891712644E-6
              Stop Criterion37  9.391443876947838E-7
              Reweighting Iteration:5
              Stop Criterion1  0.7286216868407291
              Stop Criterion2  0.3203584120311842
              Stop Criterion3  0.2874178669882144
              Stop Criterion4  0.24897236185340732
              Stop Criterion5  0.20581903411408597
              Stop Criterion6  0.16044776735948632
              Stop Criterion7  0.12065676496848822
              Stop Criterion8  0.09085982023868307
              Stop Criterion9  0.06861502918618367
              Stop Criterion10  0.05169825180420134
              Stop Criterion11  0.037088604527958674
              Stop Criterion12  0.02643127287516637
              Stop Criterion13  0.018615349305546158
              Stop Criterion14  0.01297629081639671
              Stop Criterion15  0.008928796704339742
              Stop Criterion16  0.006078840205963281
              Stop Criterion17  0.004133824509310082
              Stop Criterion18  0.002829551199840402
              Stop Criterion19  0.0019398705695852358
              Stop Criterion20  0.0013539989410121663
              Stop Criterion21  9.571470339152504E-4
              Stop Criterion22  6.742384828837762E-4
              Stop Criterion23  4.698994981451631E-4
              Stop Criterion24  3.220609735400747E-4
              Stop Criterion25  2.1499687654495613E-4
              Stop Criterion26  1.3713231703396607E-4
              Stop Criterion27  8.439815130275647E-5
              Stop Criterion28  5.1339249467655346E-5
              Stop Criterion29  3.10589776306346E-5
              Stop Criterion30  1.934675013651908E-5
              Stop Criterion31  1.1989125900162843E-5
              Stop Criterion32  7.562283998315536E-6
              Stop Criterion33  4.83606181360968E-6
              Stop Criterion34  3.1740973263387645E-6
              Stop Criterion35  2.095177009997969E-6
              Stop Criterion36  1.395591911583188E-6
              Stop Criterion37  9.206244795421113E-7
              
              
              
              Processing channel 2/4...
              ===========================
              Reading IFDs
              Populating metadata
              Compute spatial shading profiles...
              Reweighting Iteration:1
              Stop Criterion1  0.4865266496737295
              Stop Criterion2  0.26029423793291845
              Stop Criterion3  0.24517424540864144
              Stop Criterion4  0.22752888922323056
              Stop Criterion5  0.20580693966086516
              Stop Criterion6  0.1811321849077001
              Stop Criterion7  0.15588522123045864
              Stop Criterion8  0.1320906463189433
              Stop Criterion9  0.10929110106629014
              Stop Criterion10  0.08500137051574479
              Stop Criterion11  0.06314606196289221
              Stop Criterion12  0.04492015995201233
              Stop Criterion13  0.029303498709037454
              Stop Criterion14  0.017609016644959542
              Stop Criterion15  0.010215639966116656
              Stop Criterion16  0.005949299296553138
              Stop Criterion17  0.003538631358361559
              Stop Criterion18  0.002132144808103559
              Stop Criterion19  0.001296992704053855
              Stop Criterion20  7.926118018907942E-4
              Stop Criterion21  4.826904447368808E-4
              Stop Criterion22  2.946364314304115E-4
              Stop Criterion23  1.8167028091906363E-4
              Stop Criterion24  1.1447757025319949E-4
              Stop Criterion25  7.113297617488361E-5
              Stop Criterion26  4.390899098837903E-5
              Stop Criterion27  2.827722092368468E-5
              Stop Criterion28  1.8012991440658774E-5
              Stop Criterion29  1.1737655735165246E-5
              Stop Criterion30  7.867422385025183E-6
              Stop Criterion31  5.1316910181152614E-6
              Stop Criterion32  3.288197658180372E-6
              Stop Criterion33  2.074230334069252E-6
              Stop Criterion34  1.3708025988432613E-6
              Stop Criterion35  8.993060349793785E-7
              Reweighting Iteration:2
              Stop Criterion1  0.48484941558659594
              Stop Criterion2  0.25093618519217753
              Stop Criterion3  0.223791613709165
              Stop Criterion4  0.19416321741670584
              Stop Criterion5  0.16719313792561566
              Stop Criterion6  0.14160767759326714
              Stop Criterion7  0.11695510808899592
              Stop Criterion8  0.09485006690803513
              Stop Criterion9  0.0754482145837962
              Stop Criterion10  0.05888601548032168
              Stop Criterion11  0.045274973456514475
              Stop Criterion12  0.03349686259962536
              Stop Criterion13  0.023864421638786736
              Stop Criterion14  0.016545812109370596
              Stop Criterion15  0.011188434927687679
              Stop Criterion16  0.0075187861989681505
              Stop Criterion17  0.004924663178656971
              Stop Criterion18  0.0031747265779081307
              Stop Criterion19  0.0020274587334744485
              Stop Criterion20  0.001303516311557936
              Stop Criterion21  8.431876296199574E-4
              Stop Criterion22  5.465024084319674E-4
              Stop Criterion23  3.512399222886652E-4
              Stop Criterion24  2.261403039503943E-4
              Stop Criterion25  1.4337422874807567E-4
              Stop Criterion26  9.071975101047622E-5
              Stop Criterion27  5.712933160259709E-5
              Stop Criterion28  3.610520700308128E-5
              Stop Criterion29  2.3464878824140577E-5
              Stop Criterion30  1.5305476167669693E-5
              Stop Criterion31  1.0111271646869245E-5
              Stop Criterion32  6.6946079471242415E-6
              Stop Criterion33  4.3635563172914E-6
              Stop Criterion34  2.835431092039857E-6
              Stop Criterion35  1.8165070819608728E-6
              Stop Criterion36  1.2138221628845917E-6
              Stop Criterion37  8.026340130825474E-7
              Reweighting Iteration:3
              Stop Criterion1  0.4839559381877759
              Stop Criterion2  0.24632155305743095
              Stop Criterion3  0.2159989471921455
              Stop Criterion4  0.1868161668648299
              Stop Criterion5  0.1600249039453469
              Stop Criterion6  0.13457789137084306
              Stop Criterion7  0.11091161576268863
              Stop Criterion8  0.0900060965183252
              Stop Criterion9  0.07134980418400431
              Stop Criterion10  0.05599687186190798
              Stop Criterion11  0.04281868004448292
              Stop Criterion12  0.031672550143665046
              Stop Criterion13  0.022662110724549888
              Stop Criterion14  0.015763832949506826
              Stop Criterion15  0.010813248491556775
              Stop Criterion16  0.007393025351315308
              Stop Criterion17  0.004936055758647839
              Stop Criterion18  0.003244709170302696
              Stop Criterion19  0.0021060078671209753
              Stop Criterion20  0.001371750759199341
              Stop Criterion21  8.965460035676285E-4
              Stop Criterion22  5.896313633125184E-4
              Stop Criterion23  3.8368243672561215E-4
              Stop Criterion24  2.4540989733983783E-4
              Stop Criterion25  1.557234483002533E-4
              Stop Criterion26  9.799843072774287E-5
              Stop Criterion27  6.163509625720684E-5
              Stop Criterion28  3.889474921811792E-5
              Stop Criterion29  2.531215611888283E-5
              Stop Criterion30  1.659982262139424E-5
              Stop Criterion31  1.0881671742869777E-5
              Stop Criterion32  7.2075410294597836E-6
              Stop Criterion33  4.7797481685138445E-6
              Stop Criterion34  3.173302462964585E-6
              Stop Criterion35  2.0803804194103746E-6
              Stop Criterion36  1.3575382290317375E-6
              Stop Criterion37  8.887595272658994E-7
              Reweighting Iteration:4
              Stop Criterion1  0.483523780432802
              Stop Criterion2  0.2443017693837955
              Stop Criterion3  0.2128364861120719
              Stop Criterion4  0.18368488151640452
              Stop Criterion5  0.1567174688330295
              Stop Criterion6  0.13149604384697477
              Stop Criterion7  0.10824869796597829
              Stop Criterion8  0.08767973179760653
              Stop Criterion9  0.06970360903316125
              Stop Criterion10  0.054717517952857814
              Stop Criterion11  0.04167051217800635
              Stop Criterion12  0.030817481314079128
              Stop Criterion13  0.022107393324692207
              Stop Criterion14  0.015412430176155897
              Stop Criterion15  0.01063840468773402
              Stop Criterion16  0.007331654188932137
              Stop Criterion17  0.0049144388393825185
              Stop Criterion18  0.003251647623025965
              Stop Criterion19  0.0021274708518179137
              Stop Criterion20  0.0013893429804622294
              Stop Criterion21  9.220920764066033E-4
              Stop Criterion22  6.104058068977153E-4
              Stop Criterion23  3.9398120486263067E-4
              Stop Criterion24  2.5178539928927355E-4
              Stop Criterion25  1.5880669975404407E-4
              Stop Criterion26  1.003603223211902E-4
              Stop Criterion27  6.348594134910242E-5
              Stop Criterion28  4.034518765687167E-5
              Stop Criterion29  2.5707190738472918E-5
              Stop Criterion30  1.655038285006723E-5
              Stop Criterion31  1.0984259190219948E-5
              Stop Criterion32  7.384817923895117E-6
              Stop Criterion33  4.997874352015931E-6
              Stop Criterion34  3.3227972657550256E-6
              Stop Criterion35  2.1806305092965136E-6
              Stop Criterion36  1.4314424230618616E-6
              Stop Criterion37  9.082008012333865E-7
              Reweighting Iteration:5
              Stop Criterion1  0.48328729953901717
              Stop Criterion2  0.2433552949659248
              Stop Criterion3  0.21139982721174863
              Stop Criterion4  0.18207582401867056
              Stop Criterion5  0.15502545027298398
              Stop Criterion6  0.12995171485609772
              Stop Criterion7  0.10682509031378179
              Stop Criterion8  0.08653992645079668
              Stop Criterion9  0.06888921909531903
              Stop Criterion10  0.05409506278207824
              Stop Criterion11  0.04116302451837585
              Stop Criterion12  0.030405425827878287
              Stop Criterion13  0.021842769803141295
              Stop Criterion14  0.015270107999837518
              Stop Criterion15  0.010547205524304729
              Stop Criterion16  0.007249609717264817
              Stop Criterion17  0.004885690808537772
              Stop Criterion18  0.00324636697747817
              Stop Criterion19  0.00213243905862437
              Stop Criterion20  0.001401396811332506
              Stop Criterion21  9.343884410458876E-4
              Stop Criterion22  6.185265902176764E-4
              Stop Criterion23  4.003926223146221E-4
              Stop Criterion24  2.555189186262115E-4
              Stop Criterion25  1.6158290070933056E-4
              Stop Criterion26  1.018131100397077E-4
              Stop Criterion27  6.442843260187534E-5
              Stop Criterion28  4.0733519365982714E-5
              Stop Criterion29  2.5932062455877626E-5
              Stop Criterion30  1.7175537599067216E-5
              Stop Criterion31  1.1497910950507993E-5
              Stop Criterion32  7.69502917131467E-6
              Stop Criterion33  5.116703873207261E-6
              Stop Criterion34  3.3703192171986558E-6
              Stop Criterion35  2.201077132566191E-6
              Stop Criterion36  1.45175602190814E-6
              Stop Criterion37  9.284669715781996E-7
              
              
              
              Processing channel 3/4...
              ===========================
              Reading IFDs
              Populating metadata
              Compute spatial shading profiles...
              Reweighting Iteration:1
              Stop Criterion1  0.3183155802482436
              Stop Criterion2  0.25508270015259676
              Stop Criterion3  0.24181561697822618
              Stop Criterion4  0.20710593794275803
              Stop Criterion5  0.16569070534018845
              Stop Criterion6  0.13029801883837186
              Stop Criterion7  0.10261000119664414
              Stop Criterion8  0.08140602653968661
              Stop Criterion9  0.06495122407707667
              Stop Criterion10  0.05240036807244588
              Stop Criterion11  0.04201861553459834
              Stop Criterion12  0.033439278779752404
              Stop Criterion13  0.026176237760181135
              Stop Criterion14  0.01905174208161877
              Stop Criterion15  0.012659891514915637
              Stop Criterion16  0.007526405711628363
              Stop Criterion17  0.00448578595442922
              Stop Criterion18  0.0027157757886874054
              Stop Criterion19  0.00165339443534272
              Stop Criterion20  0.0010142113662110013
              Stop Criterion21  6.262852135377893E-4
              Stop Criterion22  3.797922093307641E-4
              Stop Criterion23  2.2930626688053466E-4
              Stop Criterion24  1.3999152115786186E-4
              Stop Criterion25  8.425240145647823E-5
              Stop Criterion26  5.132498663742397E-5
              Stop Criterion27  3.1076061034934524E-5
              Stop Criterion28  1.9023597645527455E-5
              Stop Criterion29  1.2279973916451716E-5
              Stop Criterion30  8.12336858624892E-6
              Stop Criterion31  5.529574092453237E-6
              Stop Criterion32  3.7038786849279555E-6
              Stop Criterion33  2.4145203701565905E-6
              Stop Criterion34  1.5637962444638586E-6
              Stop Criterion35  1.0031820721633469E-6
              Stop Criterion36  6.582803855845413E-7
              Reweighting Iteration:2
              Stop Criterion1  0.2489493841940968
              Stop Criterion2  0.14051668280467278
              Stop Criterion3  0.11487517356940194
              Stop Criterion4  0.09526815709854752
              Stop Criterion5  0.08117760285469365
              Stop Criterion6  0.06826612899593923
              Stop Criterion7  0.05798846413915349
              Stop Criterion8  0.04985833290238125
              Stop Criterion9  0.04328553875010868
              Stop Criterion10  0.03746780941796625
              Stop Criterion11  0.03237036241682846
              Stop Criterion12  0.02718421125226338
              Stop Criterion13  0.02149519608560517
              Stop Criterion14  0.016175081927569328
              Stop Criterion15  0.011484153392594777
              Stop Criterion16  0.0077486641071353125
              Stop Criterion17  0.005104125544009953
              Stop Criterion18  0.0032553927239066796
              Stop Criterion19  0.002033682854443319
              Stop Criterion20  0.0012796993102290714
              Stop Criterion21  8.178990454220706E-4
              Stop Criterion22  5.18375664969136E-4
              Stop Criterion23  3.1996397944394705E-4
              Stop Criterion24  1.9782895449311537E-4
              Stop Criterion25  1.2194178376305248E-4
              Stop Criterion26  7.511879786504455E-5
              Stop Criterion27  4.5934751535282944E-5
              Stop Criterion28  2.88039020931857E-5
              Stop Criterion29  1.8483701760123494E-5
              Stop Criterion30  1.2300088655282818E-5
              Stop Criterion31  8.394003100740113E-6
              Stop Criterion32  5.859820495537591E-6
              Stop Criterion33  3.974107321707534E-6
              Stop Criterion34  2.638749654814634E-6
              Stop Criterion35  1.7237433482488937E-6
              Stop Criterion36  1.1224722922707697E-6
              Stop Criterion37  7.184602197895808E-7
              Reweighting Iteration:3
              Stop Criterion1  0.24255077091047203
              Stop Criterion2  0.13386525751786563
              Stop Criterion3  0.10776619950881867
              Stop Criterion4  0.0889034843897337
              Stop Criterion5  0.07537950072875739
              Stop Criterion6  0.06335585534847378
              Stop Criterion7  0.05391044641882082
              Stop Criterion8  0.04638018536574398
              Stop Criterion9  0.040231612007856
              Stop Criterion10  0.03533616680426666
              Stop Criterion11  0.030969686295199195
              Stop Criterion12  0.02605135074300367
              Stop Criterion13  0.02070885471887212
              Stop Criterion14  0.015599315199235046
              Stop Criterion15  0.011065787653418391
              Stop Criterion16  0.0076340208630102215
              Stop Criterion17  0.005075269699760119
              Stop Criterion18  0.0032859852980698856
              Stop Criterion19  0.0020773753153772285
              Stop Criterion20  0.001327993644659546
              Stop Criterion21  8.557369520637417E-4
              Stop Criterion22  5.482536008561914E-4
              Stop Criterion23  3.408284679744916E-4
              Stop Criterion24  2.1098485182387259E-4
              Stop Criterion25  1.29451219111069E-4
              Stop Criterion26  7.907649309587929E-5
              Stop Criterion27  4.885667280760285E-5
              Stop Criterion28  3.065042440294804E-5
              Stop Criterion29  2.022032056797106E-5
              Stop Criterion30  1.3794681611469676E-5
              Stop Criterion31  9.593892654885949E-6
              Stop Criterion32  6.5283820525609846E-6
              Stop Criterion33  4.341079867711039E-6
              Stop Criterion34  2.8628372151969537E-6
              Stop Criterion35  1.8480164958086805E-6
              Stop Criterion36  1.2116798595880643E-6
              Stop Criterion37  7.801594635042186E-7
              Reweighting Iteration:4
              Stop Criterion1  0.2413648011894645
              Stop Criterion2  0.13267073811697333
              Stop Criterion3  0.10653492552300857
              Stop Criterion4  0.08774739468233131
              Stop Criterion5  0.07431833004811043
              Stop Criterion6  0.06244942731015314
              Stop Criterion7  0.053062699170304664
              Stop Criterion8  0.045586404689172175
              Stop Criterion9  0.03962291866856642
              Stop Criterion10  0.03487660822737334
              Stop Criterion11  0.030720407287424766
              Stop Criterion12  0.02588641449648856
              Stop Criterion13  0.020561632055988266
              Stop Criterion14  0.015502363992821063
              Stop Criterion15  0.011002806513039153
              Stop Criterion16  0.0075903918763851295
              Stop Criterion17  0.005060880030069755
              Stop Criterion18  0.003271738283910359
              Stop Criterion19  0.002080263633631578
              Stop Criterion20  0.0013308790476171258
              Stop Criterion21  8.618612308178808E-4
              Stop Criterion22  5.550508038538863E-4
              Stop Criterion23  3.4884706270570066E-4
              Stop Criterion24  2.1644064143077948E-4
              Stop Criterion25  1.3248185361652032E-4
              Stop Criterion26  8.11260539717364E-5
              Stop Criterion27  5.037569452944982E-5
              Stop Criterion28  3.183492924474164E-5
              Stop Criterion29  2.0778835235376037E-5
              Stop Criterion30  1.4195453915378252E-5
              Stop Criterion31  9.846104599499876E-6
              Stop Criterion32  6.743971343143278E-6
              Stop Criterion33  4.5405534833821916E-6
              Stop Criterion34  2.9509006829470312E-6
              Stop Criterion35  1.9231295543089922E-6
              Stop Criterion36  1.244602761420872E-6
              Stop Criterion37  8.046504833239618E-7
              Reweighting Iteration:5
              Stop Criterion1  0.24097384579585207
              Stop Criterion2  0.13228771409235693
              Stop Criterion3  0.10614984486714572
              Stop Criterion4  0.08846059008406132
              Stop Criterion5  0.07359254264029026
              Stop Criterion6  0.06197334804797695
              Stop Criterion7  0.05261748682118917
              Stop Criterion8  0.045209155458155834
              Stop Criterion9  0.03933295228026779
              Stop Criterion10  0.03467550859579869
              Stop Criterion11  0.030599103875269498
              Stop Criterion12  0.02582541291340666
              Stop Criterion13  0.020511766905421648
              Stop Criterion14  0.015443403655392998
              Stop Criterion15  0.010967017363327641
              Stop Criterion16  0.007580383696581913
              Stop Criterion17  0.005053645660818895
              Stop Criterion18  0.0032683217340313585
              Stop Criterion19  0.0020778099468504244
              Stop Criterion20  0.0013319947063021303
              Stop Criterion21  8.643089139711144E-4
              Stop Criterion22  5.570370078016372E-4
              Stop Criterion23  3.5166000958780424E-4
              Stop Criterion24  2.1727873327933084E-4
              Stop Criterion25  1.3452959712859422E-4
              Stop Criterion26  8.255578521201021E-5
              Stop Criterion27  5.0961477011320826E-5
              Stop Criterion28  3.231938103538888E-5
              Stop Criterion29  2.1268209347692563E-5
              Stop Criterion30  1.4383446280564804E-5
              Stop Criterion31  9.97850907008056E-6
              Stop Criterion32  6.956368765435423E-6
              Stop Criterion33  4.6491049233850225E-6
              Stop Criterion34  3.008220485561713E-6
              Stop Criterion35  1.942012349581826E-6
              Stop Criterion36  1.2655494049056466E-6
              Stop Criterion37  8.211791637313781E-7
              
              
              
              Processing channel 4/4...
              ===========================
              Reading IFDs
              Populating metadata
              Compute spatial shading profiles...
              Reweighting Iteration:1
              Stop Criterion1  0.0705778874584899
              Stop Criterion2  0.044071660628088434
              Stop Criterion3  0.04321581640483133
              Stop Criterion4  0.04268506338167386
              Stop Criterion5  0.04219950093796835
              Stop Criterion6  0.04032633320605965
              Stop Criterion7  0.03697343647807243
              Stop Criterion8  0.03247415944812778
              Stop Criterion9  0.02750606014420259
              Stop Criterion10  0.022880968658372577
              Stop Criterion11  0.019264432028272185
              Stop Criterion12  0.016182734628598566
              Stop Criterion13  0.013753042547239169
              Stop Criterion14  0.011927052649340405
              Stop Criterion15  0.01030971941646529
              Stop Criterion16  0.008353631477710231
              Stop Criterion17  0.006003160427203062
              Stop Criterion18  0.0038385841290826325
              Stop Criterion19  0.0023584739932476055
              Stop Criterion20  0.0014462241676873272
              Stop Criterion21  8.887597718753313E-4
              Stop Criterion22  5.307129714546522E-4
              Stop Criterion23  3.0857974874134406E-4
              Stop Criterion24  1.8050812322601597E-4
              Stop Criterion25  1.0860217413661556E-4
              Stop Criterion26  6.676047861474977E-5
              Stop Criterion27  4.076590440624891E-5
              Stop Criterion28  2.5094740215772097E-5
              Stop Criterion29  1.562312518425573E-5
              Stop Criterion30  9.708374396597715E-6
              Stop Criterion31  6.227196962823613E-6
              Stop Criterion32  4.116364218194398E-6
              Stop Criterion33  2.7879611956370105E-6
              Stop Criterion34  1.8766479384295954E-6
              Stop Criterion35  1.251974809644939E-6
              Stop Criterion36  8.232345956397363E-7
              Reweighting Iteration:2
              Stop Criterion1  0.07050455978456739
              Stop Criterion2  0.04164394033092374
              Stop Criterion3  0.038024275389553344
              Stop Criterion4  0.03431011171787284
              Stop Criterion5  0.030632375869718332
              Stop Criterion6  0.027315243667498667
              Stop Criterion7  0.02429556302994335
              Stop Criterion8  0.021705797230172918
              Stop Criterion9  0.01910956190639723
              Stop Criterion10  0.01676722228514393
              Stop Criterion11  0.01478922885032007
              Stop Criterion12  0.013152645714540903
              Stop Criterion13  0.011822863770654621
              Stop Criterion14  0.010718378987026511
              Stop Criterion15  0.009541618677959367
              Stop Criterion16  0.007724624825073011
              Stop Criterion17  0.005651225963840381
              Stop Criterion18  0.00377214692028812
              Stop Criterion19  0.0024413382183045107
              Stop Criterion20  0.0015503060061615658
              Stop Criterion21  9.600336810804758E-4
              Stop Criterion22  5.82401544838986E-4
              Stop Criterion23  3.463097522987077E-4
              Stop Criterion24  2.075889991335039E-4
              Stop Criterion25  1.2577796638459083E-4
              Stop Criterion26  7.768641965648033E-5
              Stop Criterion27  4.845043643698146E-5
              Stop Criterion28  3.0200696815518578E-5
              Stop Criterion29  1.8770374820905082E-5
              Stop Criterion30  1.1779678271005962E-5
              Stop Criterion31  7.5570028623628005E-6
              Stop Criterion32  5.052699346891213E-6
              Stop Criterion33  3.370582975974743E-6
              Stop Criterion34  2.2559757120049218E-6
              Stop Criterion35  1.5049637679815057E-6
              Stop Criterion36  1.022906771847144E-6
              Stop Criterion37  6.860356439671056E-7
              Reweighting Iteration:3
              Stop Criterion1  0.07049728819122314
              Stop Criterion2  0.041605927644230364
              Stop Criterion3  0.03793293505918899
              Stop Criterion4  0.03417991490324175
              Stop Criterion5  0.030500957390151465
              Stop Criterion6  0.027145131227822177
              Stop Criterion7  0.024153877109430587
              Stop Criterion8  0.021548621335147528
              Stop Criterion9  0.01894825150112659
              Stop Criterion10  0.016627756431530052
              Stop Criterion11  0.014662640011554387
              Stop Criterion12  0.013053931038885346
              Stop Criterion13  0.011741323849520154
              Stop Criterion14  0.01065761211390949
              Stop Criterion15  0.009507635729565495
              Stop Criterion16  0.007698858931352348
              Stop Criterion17  0.005632875977550732
              Stop Criterion18  0.0037632944718845227
              Stop Criterion19  0.002438908673485372
              Stop Criterion20  0.0015490743918493961
              Stop Criterion21  9.582269841549666E-4
              Stop Criterion22  5.81777399933494E-4
              Stop Criterion23  3.473622831764757E-4
              Stop Criterion24  2.091977336066952E-4
              Stop Criterion25  1.2731737261693305E-4
              Stop Criterion26  7.905971564012266E-5
              Stop Criterion27  4.9299697270362614E-5
              Stop Criterion28  3.0850994066009464E-5
              Stop Criterion29  1.919077002855477E-5
              Stop Criterion30  1.2042887927967707E-5
              Stop Criterion31  7.934242350057952E-6
              Stop Criterion32  5.207344542379494E-6
              Stop Criterion33  3.4904149650426155E-6
              Stop Criterion34  2.3596946381550027E-6
              Stop Criterion35  1.6007078934575635E-6
              Stop Criterion36  1.06827441532423E-6
              Stop Criterion37  7.018393962893133E-7
              Reweighting Iteration:4
              Stop Criterion1  0.07049660704680122
              Stop Criterion2  0.041601511411267764
              Stop Criterion3  0.03792432230095763
              Stop Criterion4  0.034166561806153004
              Stop Criterion5  0.03048814290582057
              Stop Criterion6  0.0271295855995751
              Stop Criterion7  0.024139251808077383
              Stop Criterion8  0.021531720685444296
              Stop Criterion9  0.018930742086357248
              Stop Criterion10  0.01661214263064778
              Stop Criterion11  0.014647623453636328
              Stop Criterion12  0.013042140962966426
              Stop Criterion13  0.011730964273149104
              Stop Criterion14  0.010649696154397087
              Stop Criterion15  0.009503794532040564
              Stop Criterion16  0.007695974742677192
              Stop Criterion17  0.005630895779263013
              Stop Criterion18  0.003762694675797251
              Stop Criterion19  0.0024386607978424723
              Stop Criterion20  0.001548765627953489
              Stop Criterion21  9.579267460870678E-4
              Stop Criterion22  5.816861123390775E-4
              Stop Criterion23  3.4741554345439315E-4
              Stop Criterion24  2.0937441368194131E-4
              Stop Criterion25  1.274969561752709E-4
              Stop Criterion26  7.915377971498245E-5
              Stop Criterion27  4.94353328720936E-5
              Stop Criterion28  3.113661508152643E-5
              Stop Criterion29  1.9252017504975996E-5
              Stop Criterion30  1.212927515789145E-5
              Stop Criterion31  7.971110739758924E-6
              Stop Criterion32  5.255856873052687E-6
              Stop Criterion33  3.542238563910335E-6
              Stop Criterion34  2.3929409244728593E-6
              Stop Criterion35  1.6146468952503738E-6
              Stop Criterion36  1.0707920417335094E-6
              Stop Criterion37  7.129080388117749E-7
              Reweighting Iteration:5
              Stop Criterion1  0.07049649177794497
              Stop Criterion2  0.04160076067963487
              Stop Criterion3  0.03792292164169964
              Stop Criterion4  0.03416394370270264
              Stop Criterion5  0.03048609456447916
              Stop Criterion6  0.027126980086357184
              Stop Criterion7  0.02413646761828083
              Stop Criterion8  0.021528569263706658
              Stop Criterion9  0.018927535176627708
              Stop Criterion10  0.016609347479882672
              Stop Criterion11  0.014644876818237068
              Stop Criterion12  0.013040092688359768
              Stop Criterion13  0.011729054521671868
              Stop Criterion14  0.01064820154360459
              Stop Criterion15  0.009503095391724925
              Stop Criterion16  0.007695425644812517
              Stop Criterion17  0.005630556338052111
              Stop Criterion18  0.0037627038621989664
              Stop Criterion19  0.002438556678290036
              Stop Criterion20  0.0015486645593287738
              Stop Criterion21  9.578893721092252E-4
              Stop Criterion22  5.816897781682345E-4
              Stop Criterion23  3.47417355841746E-4
              Stop Criterion24  2.0939227018937806E-4
              Stop Criterion25  1.2752324768495877E-4
              Stop Criterion26  7.916489160521913E-5
              Stop Criterion27  4.948883644509169E-5
              Stop Criterion28  3.119720651230016E-5
              Stop Criterion29  1.9282835978042127E-5
              Stop Criterion30  1.2134052302254724E-5
              Stop Criterion31  7.973254580020904E-6
              Stop Criterion32  5.267991021292113E-6
              Stop Criterion33  3.5545577355516153E-6
              Stop Criterion34  2.4108746617331104E-6
              Stop Criterion35  1.6240583501301804E-6
              Stop Criterion36  1.07558459521062E-6
              Stop Criterion37  7.154178752016715E-7
              
              
              
              Done!
              

            Traceback:

            Job Parameters:

            • Job parameter Parameter value
              __input_ext "input"
              __workflow_invocation_uuid__ "53ad9966049f11f08a577c1e52430338"
              chromInfo "/tmp/tmp_ttt6ywo/galaxy-dev/tool-data/shared/ucsc/chrom/?.len"
              dbkey "?"
      • Step 5: Stitching and registration with Ashlar:

        • step_state: scheduled

        • Jobs
          • Job 1:

            • Job state is ok

            Command Line:

            • ln -s '/tmp/tmp_ttt6ywo/files/3/0/2/dataset_3029b763-f80c-4f71-992e-62802b790406.dat' 'exemplar-001-cycle-07_dfp.ome.tiff' && ln -s '/tmp/tmp_ttt6ywo/files/8/7/c/dataset_87c9c94f-6c54-4cfb-9287-a9a70a8d5d80.dat' 'exemplar-001-cycle-08_dfp.ome.tiff' &&  ln -s '/tmp/tmp_ttt6ywo/files/6/a/4/dataset_6a45ab7b-76e6-47d9-a880-a180bf00623b.dat' 'exemplar-001-cycle-07_ffp.ome.tiff' && ln -s '/tmp/tmp_ttt6ywo/files/d/2/d/dataset_d2d40ce5-c65f-419d-ab6b-7e88bfe1d543.dat' 'exemplar-001-cycle-08_ffp.ome.tiff' &&  ashlar  '/tmp/tmp_ttt6ywo/files/5/3/e/dataset_53ea439a-5a66-4fb1-8bb9-07786f487920.dat' '/tmp/tmp_ttt6ywo/files/4/0/8/dataset_408a6437-a10a-45ce-9112-de53056c43d1.dat'  -m 30     -c 0     --ffp 'exemplar-001-cycle-07_ffp.ome.tiff' 'exemplar-001-cycle-08_ffp.ome.tiff'  --dfp 'exemplar-001-cycle-07_dfp.ome.tiff' 'exemplar-001-cycle-08_dfp.ome.tiff'     -o registered.ome.tif;  python3 '/tmp/shed_dir/toolshed.g2.bx.psu.edu/repos/perssond/ashlar/0b8423c7ee3e/ashlar/rename_channels.py' --image registered.ome.tif --markers '/tmp/tmp_ttt6ywo/files/d/3/a/dataset_d3a3768b-b8b9-40cb-b8a5-eafc1257323b.dat';

            Exit Code:

            • 0

            Standard Error:

            • WARNING: Stage coordinates' measurement unit is undefined; assuming μm.
              WARNING: Stage coordinates' measurement unit is undefined; assuming μm.
              

            Standard Output:

            • Stitching and registering input images
              Cycle 0:
                  reading /tmp/tmp_ttt6ywo/files/5/3/e/dataset_53ea439a-5a66-4fb1-8bb9-07786f487920.dat
              
                  assembling thumbnail 1/6
                  assembling thumbnail 2/6
                  assembling thumbnail 3/6
                  assembling thumbnail 4/6
                  assembling thumbnail 5/6
                  assembling thumbnail 6/6
              
                  quantifying alignment error 10/90
                  quantifying alignment error 20/90
                  quantifying alignment error 30/90
                  quantifying alignment error 40/90
                  quantifying alignment error 50/90
                  quantifying alignment error 60/90
                  quantifying alignment error 70/90
                  quantifying alignment error 80/90
                  quantifying alignment error 90/90
              
                  aligning edge 1/7
                  aligning edge 2/7
                  aligning edge 3/7
                  aligning edge 4/7
                  aligning edge 5/7
                  aligning edge 6/7
                  aligning edge 7/7
              Cycle 1:
                  reading /tmp/tmp_ttt6ywo/files/4/0/8/dataset_408a6437-a10a-45ce-9112-de53056c43d1.dat
              
                  assembling thumbnail 1/6
                  assembling thumbnail 2/6
                  assembling thumbnail 3/6
                  assembling thumbnail 4/6
                  assembling thumbnail 5/6
                  assembling thumbnail 6/6
              
                  estimated cycle offset [y x] = [-1.0646154 -7.452307 ]
              
                  aligning tile 1/6
                  aligning tile 2/6
                  aligning tile 3/6
                  aligning tile 4/6
                  aligning tile 5/6
                  aligning tile 6/6
              
              Merging tiles and writing to registered.ome.tif
              Cycle 0:
                  Channel 0:
              
                      merging tile 1/6
                      merging tile 2/6
                      merging tile 3/6
                      merging tile 4/6
                      merging tile 5/6
                      merging tile 6/6
                  Channel 1:
              
                      merging tile 1/6
                      merging tile 2/6
                      merging tile 3/6
                      merging tile 4/6
                      merging tile 5/6
                      merging tile 6/6
                  Channel 2:
              
                      merging tile 1/6
                      merging tile 2/6
                      merging tile 3/6
                      merging tile 4/6
                      merging tile 5/6
                      merging tile 6/6
                  Channel 3:
              
                      merging tile 1/6
                      merging tile 2/6
                      merging tile 3/6
                      merging tile 4/6
                      merging tile 5/6
                      merging tile 6/6
              Cycle 1:
                  Channel 0:
              
                      merging tile 1/6
                      merging tile 2/6
                      merging tile 3/6
                      merging tile 4/6
                      merging tile 5/6
                      merging tile 6/6
                  Channel 1:
              
                      merging tile 1/6
                      merging tile 2/6
                      merging tile 3/6
                      merging tile 4/6
                      merging tile 5/6
                      merging tile 6/6
                  Channel 2:
              
                      merging tile 1/6
                      merging tile 2/6
                      merging tile 3/6
                      merging tile 4/6
                      merging tile 5/6
                      merging tile 6/6
                  Channel 3:
              
                      merging tile 1/6
                      merging tile 2/6
                      merging tile 3/6
                      merging tile 4/6
                      merging tile 5/6
                      merging tile 6/6
              Generating pyramid
                  Level 1 (1255 x 1570)
              
                      processing channel 1/8
                      processing channel 2/8
                      processing channel 3/8
                      processing channel 4/8
                      processing channel 5/8
                      processing channel 6/8
                      processing channel 7/8
                      processing channel 8/8
                  Level 2 (628 x 785)
              
                      processing channel 1/8
                      processing channel 2/8
                      processing channel 3/8
                      processing channel 4/8
                      processing channel 5/8
                      processing channel 6/8
                      processing channel 7/8
                      processing channel 8/8
              Updated OME-TIFF metadata:
              <?xml version='1.0' encoding='utf-8'?>
              <OME xmlns="http://www.openmicroscopy.org/Schemas/OME/2016-06" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openmicroscopy.org/Schemas/OME/2016-06 http://www.openmicroscopy.org/Schemas/OME/2016-06/ome.xsd" UUID="urn:uuid:89ee4bba-049f-11f0-a3d0-0242ac110002" Creator="Ashlar v1.18.0"><Image ID="Image:0" Name="Image0"><Pixels ID="Pixels:0" DimensionOrder="XYCZT" Type="uint16" SizeX="2510" SizeY="3139" SizeC="8" SizeZ="1" SizeT="1" PhysicalSizeX="0.6499999761581421" PhysicalSizeXUnit="µm" PhysicalSizeY="0.6499999761581421" PhysicalSizeYUnit="µm"><Channel ID="Channel:0:0" SamplesPerPixel="1" Name="DNA_7"><LightPath /></Channel><Channel ID="Channel:0:1" SamplesPerPixel="1" Name="CD11B"><LightPath /></Channel><Channel ID="Channel:0:2" SamplesPerPixel="1" Name="SMA"><LightPath /></Channel><Channel ID="Channel:0:3" SamplesPerPixel="1" Name="CD16"><LightPath /></Channel><Channel ID="Channel:0:4" SamplesPerPixel="1" Name="DNA_8"><LightPath /></Channel><Channel ID="Channel:0:5" SamplesPerPixel="1" Name="ECAD"><LightPath /></Channel><Channel ID="Channel:0:6" SamplesPerPixel="1" Name="FOXP3"><LightPath /></Channel><Channel ID="Channel:0:7" SamplesPerPixel="1" Name="NCAM"><LightPath /></Channel><TiffData IFD="0" PlaneCount="8" /></Pixels></Image></OME>
              

            Traceback:

            Job Parameters:

            • Job parameter Parameter value
              __input_ext "input"
              __workflow_invocation_uuid__ "53ad9966049f11f08a577c1e52430338"
              adv {"align_channel": "0", "filter_sigma": null, "flip_mosaic_x": false, "flip_mosaic_y": false, "stitch_alpha": null, "tile_size": null}
              chromInfo "/tmp/tmp_ttt6ywo/galaxy-dev/tool-data/shared/ucsc/chrom/?.len"
              dbkey "?"
              flip_x false
              flip_y false
              ldfp {"values": [{"id": 2, "src": "hdca"}]}
              lffp {"values": [{"id": 3, "src": "hdca"}]}
              lraw {"values": [{"id": 1, "src": "hdca"}]}
              max_shift "30"
              rename {"__current_case__": 0, "decide": "do_rename", "markers_file": {"values": [{"id": 1, "src": "hda"}]}}
      • Step 6: TMA dearray with UNetCoreograph:

        • step_state: scheduled

        • Jobs
          • Job 1:

            • Job state is ok

            Command Line:

            • ln -s '/tmp/tmp_ttt6ywo/files/e/d/f/dataset_edf97046-bbcd-468f-b7a2-c19f2047afe8.dat' 'image.ome.tiff' &&   UNET_PATH="" && if [ -f "/app/UNetCoreograph.py" ]; then export UNET_PATH="/app/UNetCoreograph.py"; else export UNET_PATH="/tmp/shed_dir/toolshed.g2.bx.psu.edu/repos/perssond/coreograph/ee92746d141a/coreograph/UNetCoreograph.py"; fi &&   python $UNET_PATH --imagePath 'image.ome.tiff' --downsampleFactor 5 --channel 0 --buffer 2.0 --sensitivity 0.3   --outputPath '.'

            Exit Code:

            • 0

            Standard Error:

            • 2025-03-19 08:54:06.857948: E tensorflow/stream_executor/cuda/cuda_driver.cc:318] failed call to cuInit: UNKNOWN ERROR (303)
              /usr/local/lib/python3.6/dist-packages/skimage/transform/_warps.py:105: UserWarning: The default mode, 'constant', will be changed to 'reflect' in skimage 0.15.
                warn("The default mode, 'constant', will be changed to 'reflect' in "
              /usr/local/lib/python3.6/dist-packages/skimage/transform/_warps.py:110: UserWarning: Anti-aliasing will be enabled by default in skimage 0.15 to avoid aliasing artifacts when down-sampling images.
                warn("Anti-aliasing will be enabled by default in skimage 0.15 to "
              /usr/local/lib/python3.6/dist-packages/skimage/external/tifffile/tifffile.py:444: UserWarning: writing incompatible bigtiff ImageJ
                warnings.warn("writing incompatible bigtiff ImageJ")
              /usr/local/lib/python3.6/dist-packages/skimage/io/_io.py:140: UserWarning: ./masks/1_mask.tif is a low contrast image
                warn('%s is a low contrast image' % fname)
              

            Standard Output:

            • WARNING! IF USING FOR TISSUE SPLITTING, IT IS ADVISED TO SET --downsampleFactor TO HIGHER THAN DEFAULT OF 5
              loading data
              loading data
              loading data
              0.09
              0.09
              Model restored.
              Inference...
              TMA mode selected
              1 cores detected!
              Segmented core/tissue 1
              Segmented all cores/tissues!
              

            Traceback:

            Job Parameters:

            • Job parameter Parameter value
              __input_ext "input"
              __workflow_invocation_uuid__ "53ad9966049f11f08a577c1e52430338"
              buffer "2.0"
              channel "0"
              chromInfo "/tmp/tmp_ttt6ywo/galaxy-dev/tool-data/shared/ucsc/chrom/?.len"
              cluster false
              dbkey "?"
              downsamplefactor "5"
              sensitivity "0.3"
              tissue false
      • Step 7: Nuclear segmentation:

        • step_state: scheduled

        • Jobs
          • Job 1:

            • Job state is ok

            Command Line:

            • python /tmp/tmp_ttt6ywo/job_working_directory/000/9/configs/tmptxfbhh08

            Exit Code:

            • 0

            Standard Error:

            • 2025-03-19 08:55:14.041516: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libcudart.so.11.0'; dlerror: libcudart.so.11.0: cannot open shared object file: No such file or directory; LD_LIBRARY_PATH: /usr/local/lib/python3.8/dist-packages/cv2/../../lib64:
              2025-03-19 08:55:14.041555: I tensorflow/stream_executor/cuda/cudart_stub.cc:29] Ignore above cudart dlerror if you do not have a GPU set up on your machine.
              2025-03-19 08:55:20.299722: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libcuda.so.1'; dlerror: libcuda.so.1: cannot open shared object file: No such file or directory; LD_LIBRARY_PATH: /usr/local/lib/python3.8/dist-packages/cv2/../../lib64:
              2025-03-19 08:55:20.299773: W tensorflow/stream_executor/cuda/cuda_driver.cc:269] failed call to cuInit: UNKNOWN ERROR (303)
              2025-03-19 08:55:20.299809: I tensorflow/stream_executor/cuda/cuda_diagnostics.cc:156] kernel driver does not appear to be running on this host (b26120a15f44): /proc/driver/nvidia/version does not exist
              2025-03-19 08:55:20.300101: I tensorflow/core/platform/cpu_feature_guard.cc:151] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations:  AVX2 FMA
              To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags.
              WARNING:tensorflow:No training configuration found in save file, so the model was *not* compiled. Compile it manually.
              WARNING:root:Found constant value array in batch 0 and channel 1. Normalizing as zeros.
              2025-03-19 08:55:36.132620: W tensorflow/core/framework/cpu_allocator_impl.cc:82] Allocation of 67108864 exceeds 10% of free system memory.
              2025-03-19 08:55:36.216663: W tensorflow/core/framework/cpu_allocator_impl.cc:82] Allocation of 67108864 exceeds 10% of free system memory.
              2025-03-19 08:55:36.317116: W tensorflow/core/framework/cpu_allocator_impl.cc:82] Allocation of 67108864 exceeds 10% of free system memory.
              2025-03-19 08:55:36.402862: W tensorflow/core/framework/cpu_allocator_impl.cc:82] Allocation of 67108864 exceeds 10% of free system memory.
              2025-03-19 08:55:36.431012: W tensorflow/core/framework/cpu_allocator_impl.cc:82] Allocation of 134217728 exceeds 10% of free system memory.
              /usr/local/lib/python3.8/dist-packages/deepcell_toolbox/deep_watershed.py:179: FutureWarning: `selem` is a deprecated argument name for `h_maxima`. It will be removed in version 1.0. Please use `footprint` instead.
                markers = h_maxima(image=maxima,
              /tmp/tmp_ttt6ywo/job_working_directory/000/9/configs/tmptxfbhh08:56: DeprecationWarning: <tifffile.imsave> is deprecated. Use tifffile.imwrite
                tifffile.imsave("mask.tif", mask)
              

            Standard Output:

            • Downloading data from https://deepcell-data.s3-us-west-1.amazonaws.com/saved-models/MultiplexSegmentation-9.tar.gz
              
                 16384/96885295 [..............................] - ETA: 0s������������������������������������������������������������
                 24576/96885295 [..............................] - ETA: 4:24��������������������������������������������������������������
                 73728/96885295 [..............................] - ETA: 2:57��������������������������������������������������������������
                180224/96885295 [..............................] - ETA: 1:48��������������������������������������������������������������
                409600/96885295 [..............................] - ETA: 1:03��������������������������������������������������������������
                843776/96885295 [..............................] - ETA: 38s �������������������������������������������������������������
               1712128/96885295 [..............................] - ETA: 22s�������������������������������������������������������������
               3457024/96885295 [>.............................] - ETA: 12s�������������������������������������������������������������
               6963200/96885295 [=>............................] - ETA: 6s ������������������������������������������������������������
               9879552/96885295 [==>...........................] - ETA: 5s������������������������������������������������������������
              13336576/96885295 [===>..........................] - ETA: 4s������������������������������������������������������������
              17170432/96885295 [====>.........................] - ETA: 3s������������������������������������������������������������
              20758528/96885295 [=====>........................] - ETA: 2s������������������������������������������������������������
              23265280/96885295 [======>.......................] - ETA: 2s������������������������������������������������������������
              26591232/96885295 [=======>......................] - ETA: 2s������������������������������������������������������������
              30162944/96885295 [========>.....................] - ETA: 2s������������������������������������������������������������
              33734656/96885295 [=========>....................] - ETA: 2s������������������������������������������������������������
              37601280/96885295 [==========>...................] - ETA: 1s������������������������������������������������������������
              41156608/96885295 [===========>..................] - ETA: 1s������������������������������������������������������������
              43876352/96885295 [============>.................] - ETA: 1s������������������������������������������������������������
              47546368/96885295 [=============>................] - ETA: 1s������������������������������������������������������������
              51249152/96885295 [==============>...............] - ETA: 1s������������������������������������������������������������
              54919168/96885295 [================>.............] - ETA: 1s������������������������������������������������������������
              58589184/96885295 [=================>............] - ETA: 1s������������������������������������������������������������
              61325312/96885295 [=================>............] - ETA: 0s������������������������������������������������������������
              64372736/96885295 [==================>...........] - ETA: 0s������������������������������������������������������������
              67174400/96885295 [===================>..........] - ETA: 0s������������������������������������������������������������
              71024640/96885295 [====================>.........] - ETA: 0s������������������������������������������������������������
              74924032/96885295 [======================>.......] - ETA: 0s������������������������������������������������������������
              78249984/96885295 [=======================>......] - ETA: 0s������������������������������������������������������������
              82083840/96885295 [========================>.....] - ETA: 0s������������������������������������������������������������
              85901312/96885295 [=========================>....] - ETA: 0s������������������������������������������������������������
              88801280/96885295 [==========================>...] - ETA: 0s������������������������������������������������������������
              91635712/96885295 [===========================>..] - ETA: 0s������������������������������������������������������������
              95567872/96885295 [============================>.] - ETA: 0s������������������������������������������������������������
              96886784/96885295 [==============================] - 2s 0us/step
              ����������������������������������������������������������������
              96894976/96885295 [==============================] - 2s 0us/step
              

            Traceback:

            Job Parameters:

            • Job parameter Parameter value
              __input_ext "input"
              __workflow_invocation_uuid__ "53ad9966049f11f08a577c1e52430338"
              chromInfo "/tmp/tmp_ttt6ywo/galaxy-dev/tool-data/shared/ucsc/chrom/?.len"
              compartment_select {"__current_case__": 0, "compartment": "nuclear", "nuclear_options": {"adv_options": {"fill_holes_threshold": "15", "interior_smooth": "2", "interior_threshold": "0.2", "maxima_smooth": "0", "radius": "1", "small_objects_threshold": "15"}, "maxima_threshold": "0.1", "pixel_expansion": null}}
              dbkey "?"
              image_mpp "0.65"
              nuclear_channels "0"
              squeeze true
      • Step 8: Convert dearray images to OME-TIFF:

        • step_state: scheduled

        • Jobs
          • Job 1:

            • Job state is ok

            Command Line:

            • bfconvert -tilex 512 -tiley 512 -pyramid-resolutions 4 -pyramid-scale 2  -noflat '/tmp/tmp_ttt6ywo/files/5/0/7/dataset_507ee8ed-8cc2-4336-a6ce-d781849ae578.dat' './res.ome.tiff' && mv './res.ome.tiff' ./result_image

            Exit Code:

            • 0

            Standard Output:

            • /tmp/tmp_ttt6ywo/files/5/0/7/dataset_507ee8ed-8cc2-4336-a6ce-d781849ae578.dat
              TiffDelegateReader initializing /tmp/tmp_ttt6ywo/files/5/0/7/dataset_507ee8ed-8cc2-4336-a6ce-d781849ae578.dat
              Reading IFDs
              Populating metadata
              Checking comment style
              Populating OME metadata
              [Tagged Image File Format] -> ./res.ome.tiff [OME-TIFF]
              Tile size = 512 x 512
              	Converted 2/8 planes (25%)
              	Converted 6/8 planes (75%)
              	Converted 8/8 planes (100%)
              Tile size = 512 x 512
              	Converted 7/8 planes (87%)
              	Converted 8/8 planes (100%)
              Tile size = 512 x 512
              	Converted 8/8 planes (100%)
              Tile size = 313 x 330
              	Converted 8/8 planes (100%)
              [done]
              6.413s elapsed (23.21875+144.78125ms per plane, 779ms overhead)
              

            Traceback:

            Job Parameters:

            • Job parameter Parameter value
              __input_ext "input"
              __workflow_invocation_uuid__ "53ad9966049f11f08a577c1e52430338"
              bigtiff false
              channel_options {"__current_case__": 0, "extract": "False"}
              chromInfo "/tmp/tmp_ttt6ywo/galaxy-dev/tool-data/shared/ucsc/chrom/?.len"
              compression "False"
              crop_options {"__current_case__": 0, "extract": "False"}
              dbkey "?"
              noflat true
              out_format "ome.tiff"
              pyramid_options {"__current_case__": 0, "generate": "True", "pyramid_resolutions": "4", "pyramid_scale": "2"}
              range_options {"__current_case__": 0, "extract": "False"}
              series_options {"__current_case__": 0, "extract": "False"}
              tile_options {"__current_case__": 1, "extract": "True", "tile_x": "512", "tile_y": "512"}
              timepoint_options {"__current_case__": 0, "extract": "False"}
              z_options {"__current_case__": 0, "extract": "False"}
      • Step 9: Cell feature quantification with MC-Quant:

        • step_state: scheduled

        • Jobs
          • Job 1:

            • Job state is ok

            Command Line:

            • ln -s '/tmp/tmp_ttt6ywo/files/5/0/7/dataset_507ee8ed-8cc2-4336-a6ce-d781849ae578.dat' 'input.ome.tiff' && ln -s '/tmp/tmp_ttt6ywo/files/7/f/d/dataset_7fd9e39a-e760-40d2-bf06-5838710303c8.dat' 'primary_mask.tiff' &&  mkdir './tool_out' &&  mcquant  --masks 'primary_mask.tiff'  --image 'input.ome.tiff' --output './tool_out'   --channel_names '/tmp/tmp_ttt6ywo/files/d/3/a/dataset_d3a3768b-b8b9-40cb-b8a5-eafc1257323b.dat' &&   mv tool_out/*primary_mask.csv primary_mask.csv

            Exit Code:

            • 0

            Standard Output:

            • {'masks': ['primary_mask.tiff'], 'image': 'input.ome.tiff', 'channel_names': '/tmp/tmp_ttt6ywo/files/d/3/a/dataset_d3a3768b-b8b9-40cb-b8a5-eafc1257323b.dat', 'output': './tool_out', 'intensity_props': {'intensity_mean'}, 'mask_props': None}
              Extracting single-cell data for input.ome.tiff...
              Finished 0
              Finished 1
              Finished 2
              Finished 3
              Finished 4
              Finished 5
              Finished 6
              Finished 7
              Finished input
              

            Traceback:

            Job Parameters:

            • Job parameter Parameter value
              __input_ext "input"
              __workflow_invocation_uuid__ "53ad9966049f11f08a577c1e52430338"
              chromInfo "/tmp/tmp_ttt6ywo/galaxy-dev/tool-data/shared/ucsc/chrom/?.len"
              dbkey "?"
              intensity_props ""
              mask_props ""
              supp_mask None
      • Step 10: Rename OME-TIFF channels:

        • step_state: scheduled

        • Jobs
          • Job 1:

            • Job state is ok

            Command Line:

            • cp '/tmp/tmp_ttt6ywo/files/3/b/b/dataset_3bbb036f-43e2-43e4-bebf-de9a3131bc58.dat' ./renamed_image.ome.tiff &&  ln -s '/tmp/tmp_ttt6ywo/files/d/3/a/dataset_d3a3768b-b8b9-40cb-b8a5-eafc1257323b.dat' ./channels.csv &&  python '/tmp/tmp_ttt6ywo/job_working_directory/000/12/configs/tmpfuj_w0ij'

            Exit Code:

            • 0

            Standard Output:

            • Channel 0 renamed to DNA_7
              Channel 1 renamed to CD11B
              Channel 2 renamed to SMA
              Channel 3 renamed to CD16
              Channel 4 renamed to DNA_8
              Channel 5 renamed to ECAD
              Channel 6 renamed to FOXP3
              Channel 7 renamed to NCAM
              Updated OME-TIFF metadata:
              <OME xmlns="http://www.openmicroscopy.org/Schemas/OME/2016-06" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openmicroscopy.org/Schemas/OME/2016-06 http://www.openmicroscopy.org/Schemas/OME/2016-06/ome.xsd" UUID="urn:uuid:be361998-79ec-421d-a2f1-49397b426d5a" Creator="OME Bio-Formats 6.7.0">
                <Image ID="Image:0" Name="dataset_507ee8ed-8cc2-4336-a6ce-d781849ae578.dat">
                  <AcquisitionDate>2025-03-19T08:54:11</AcquisitionDate>
                  <Description/>
                  <Pixels ID="Pixels:0" DimensionOrder="XYCZT" Type="uint16" SignificantBits="16" Interleaved="false" BigEndian="false" SizeX="2508" SizeY="2646" SizeZ="1" SizeC="8" SizeT="1">
                    <Channel ID="Channel:0:0" Name="DNA_7" SamplesPerPixel="1" Color="65535">
                      <LightPath/>
                    </Channel>
                    <Channel ID="Channel:0:1" Name="CD11B" SamplesPerPixel="1" Color="16711935">
                      <LightPath/>
                    </Channel>
                    <Channel ID="Channel:0:2" Name="SMA" SamplesPerPixel="1" Color="-16711681">
                      <LightPath/>
                    </Channel>
                    <Channel ID="Channel:0:3" Name="CD16" SamplesPerPixel="1" Color="-65281">
                      <LightPath/>
                    </Channel>
                    <Channel ID="Channel:0:4" Name="DNA_8" SamplesPerPixel="1" Color="-8453889">
                      <LightPath/>
                    </Channel>
                    <Channel ID="Channel:0:5" Name="ECAD" SamplesPerPixel="1" Color="16777215">
                      <LightPath/>
                    </Channel>
                    <Channel ID="Channel:0:6" Name="FOXP3" SamplesPerPixel="1" Color="-1">
                      <LightPath/>
                    </Channel>
                    <Channel ID="Channel:0:7" Name="NCAM" SamplesPerPixel="1" Color="-16776961">
                      <LightPath/>
                    </Channel>
                    <TiffData IFD="0" FirstZ="0" FirstT="0" FirstC="0" PlaneCount="1">
                      <UUID FileName="res.ome.tiff">urn:uuid:be361998-79ec-421d-a2f1-49397b426d5a</UUID>
                    </TiffData>
                    <TiffData IFD="1" FirstZ="0" FirstT="0" FirstC="1" PlaneCount="1">
                      <UUID FileName="res.ome.tiff">urn:uuid:be361998-79ec-421d-a2f1-49397b426d5a</UUID>
                    </TiffData>
                    <TiffData IFD="2" FirstZ="0" FirstT="0" FirstC="2" PlaneCount="1">
                      <UUID FileName="res.ome.tiff">urn:uuid:be361998-79ec-421d-a2f1-49397b426d5a</UUID>
                    </TiffData>
                    <TiffData IFD="3" FirstZ="0" FirstT="0" FirstC="3" PlaneCount="1">
                      <UUID FileName="res.ome.tiff">urn:uuid:be361998-79ec-421d-a2f1-49397b426d5a</UUID>
                    </TiffData>
                    <TiffData IFD="4" FirstZ="0" FirstT="0" FirstC="4" PlaneCount="1">
                      <UUID FileName="res.ome.tiff">urn:uuid:be361998-79ec-421d-a2f1-49397b426d5a</UUID>
                    </TiffData>
                    <TiffData IFD="5" FirstZ="0" FirstT="0" FirstC="5" PlaneCount="1">
                      <UUID FileName="res.ome.tiff">urn:uuid:be361998-79ec-421d-a2f1-49397b426d5a</UUID>
                    </TiffData>
                    <TiffData IFD="6" FirstZ="0" FirstT="0" FirstC="6" PlaneCount="1">
                      <UUID FileName="res.ome.tiff">urn:uuid:be361998-79ec-421d-a2f1-49397b426d5a</UUID>
                    </TiffData>
                    <TiffData IFD="7" FirstZ="0" FirstT="0" FirstC="7" PlaneCount="1">
                      <UUID FileName="res.ome.tiff">urn:uuid:be361998-79ec-421d-a2f1-49397b426d5a</UUID>
                    </TiffData>
                  </Pixels>
                </Image>
                <StructuredAnnotations>
                  <XMLAnnotation ID="Annotation:0" Namespace="openmicroscopy.org/OriginalMetadata">
                    <Value>
                      <OriginalMetadata>
                        <Key>hyperstack</Key>
                        <Value>true</Value>
                      </OriginalMetadata>
                    </Value>
                  </XMLAnnotation>
                  <XMLAnnotation ID="Annotation:1" Namespace="openmicroscopy.org/OriginalMetadata">
                    <Value>
                      <OriginalMetadata>
                        <Key>DateTime</Key>
                        <Value>2025:03:19 08:54:11</Value>
                      </OriginalMetadata>
                    </Value>
                  </XMLAnnotation>
                  <XMLAnnotation ID="Annotation:2" Namespace="openmicroscopy.org/OriginalMetadata">
                    <Value>
                      <OriginalMetadata>
                        <Key>MetaDataPhotometricInterpretation</Key>
                        <Value>Monochrome</Value>
                      </OriginalMetadata>
                    </Value>
                  </XMLAnnotation>
                  <XMLAnnotation ID="Annotation:3" Namespace="openmicroscopy.org/OriginalMetadata">
                    <Value>
                      <OriginalMetadata>
                        <Key>NewSubfileType</Key>
                        <Value>0</Value>
                      </OriginalMetadata>
                    </Value>
                  </XMLAnnotation>
                  <XMLAnnotation ID="Annotation:4" Namespace="openmicroscopy.org/OriginalMetadata">
                    <Value>
                      <OriginalMetadata>
                        <Key>SamplesPerPixel</Key>
                        <Value>1</Value>
                      </OriginalMetadata>
                    </Value>
                  </XMLAnnotation>
                  <XMLAnnotation ID="Annotation:5" Namespace="openmicroscopy.org/OriginalMetadata">
                    <Value>
                      <OriginalMetadata>
                        <Key>NumberOfChannels</Key>
                        <Value>1</Value>
                      </OriginalMetadata>
                    </Value>
                  </XMLAnnotation>
                  <XMLAnnotation ID="Annotation:6" Namespace="openmicroscopy.org/OriginalMetadata">
                    <Value>
                      <OriginalMetadata>
                        <Key>ImageJ</Key>
                        <Value>1.11a</Value>
                      </OriginalMetadata>
                    </Value>
                  </XMLAnnotation>
                  <XMLAnnotation ID="Annotation:7" Namespace="openmicroscopy.org/OriginalMetadata">
                    <Value>
                      <OriginalMetadata>
                        <Key>ImageWidth</Key>
                        <Value>2508</Value>
                      </OriginalMetadata>
                    </Value>
                  </XMLAnnotation>
                  <XMLAnnotation ID="Annotation:8" Namespace="openmicroscopy.org/OriginalMetadata">
                    <Value>
                      <OriginalMetadata>
                        <Key>PhotometricInterpretation</Key>
                        <Value>BlackIsZero</Value>
                      </OriginalMetadata>
                    </Value>
                  </XMLAnnotation>
                  <XMLAnnotation ID="Annotation:9" Namespace="openmicroscopy.org/OriginalMetadata">
                    <Value>
                      <OriginalMetadata>
                        <Key>Software</Key>
                        <Value>tifffile.py</Value>
                      </OriginalMetadata>
                    </Value>
                  </XMLAnnotation>
                  <XMLAnnotation ID="Annotation:10" Namespace="openmicroscopy.org/OriginalMetadata">
                    <Value>
                      <OriginalMetadata>
                        <Key>Compression</Key>
                        <Value>Uncompressed</Value>
                      </OriginalMetadata>
                    </Value>
                  </XMLAnnotation>
                  <XMLAnnotation ID="Annotation:11" Namespace="openmicroscopy.org/OriginalMetadata">
                    <Value>
                      <OriginalMetadata>
                        <Key>MetaMorph</Key>
                        <Value>no</Value>
                      </OriginalMetadata>
                    </Value>
                  </XMLAnnotation>
                  <XMLAnnotation ID="Annotation:12" Namespace="openmicroscopy.org/OriginalMetadata">
                    <Value>
                      <OriginalMetadata>
                        <Key>SampleFormat</Key>
                        <Value>unsigned integer</Value>
                      </OriginalMetadata>
                    </Value>
                  </XMLAnnotation>
                  <XMLAnnotation ID="Annotation:13" Namespace="openmicroscopy.org/OriginalMetadata">
                    <Value>
                      <OriginalMetadata>
                        <Key>BitsPerSample</Key>
                        <Value>16</Value>
                      </OriginalMetadata>
                    </Value>
                  </XMLAnnotation>
                  <XMLAnnotation ID="Annotation:14" Namespace="openmicroscopy.org/OriginalMetadata">
                    <Value>
                      <OriginalMetadata>
                        <Key>ImageLength</Key>
                        <Value>2646</Value>
                      </OriginalMetadata>
                    </Value>
                  </XMLAnnotation>
                  <XMLAnnotation ID="Annotation:15" Namespace="openmicroscopy.org/OriginalMetadata">
                    <Value>
                      <OriginalMetadata>
                        <Key>Color mode</Key>
                        <Value>grayscale</Value>
                      </OriginalMetadata>
                    </Value>
                  </XMLAnnotation>
                  <MapAnnotation ID="Annotation:Resolution:0" Namespace="openmicroscopy.org/PyramidResolution">
                    <Value>
                      <M K="1">1254 1323</M>
                      <M K="2">627 661</M>
                      <M K="3">313 330</M>
                    </Value>
                  </MapAnnotation>
                </StructuredAnnotations>
              </OME>
              

            Traceback:

            Job Parameters:

            • Job parameter Parameter value
              __input_ext "input"
              __workflow_invocation_uuid__ "53ad9966049f11f08a577c1e52430338"
              chromInfo "/tmp/tmp_ttt6ywo/galaxy-dev/tool-data/shared/ucsc/chrom/?.len"
              dbkey "?"
    • Other invocation details
      • history_id

        • 0c61d4b6f10a99f9
      • history_state

        • ok
      • invocation_id

        • 0c61d4b6f10a99f9
      • invocation_state

        • scheduled
      • workflow_id

        • 0c61d4b6f10a99f9

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