changeset 0:d17be9aef142 draft

"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_adjust_threshold_binary.py	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,63 @@
+#!/usr/bin/env python
+import argparse
+import os
+import shutil
+import subprocess
+import tempfile
+import imagej2_base_utils
+
+parser = argparse.ArgumentParser()
+parser.add_argument( '--input', dest='input', help='Path to the input file' )
+parser.add_argument( '--input_datatype', dest='input_datatype', help='Datatype of the input image' )
+parser.add_argument( '--threshold_min', dest='threshold_min', type=float, help='Minimum threshold value' )
+parser.add_argument( '--threshold_max', dest='threshold_max', type=float, help='Maximum threshold value' )
+parser.add_argument( '--method', dest='method', help='Threshold method' )
+parser.add_argument( '--display', dest='display', help='Display mode' )
+parser.add_argument( '--black_background', dest='black_background', help='Black background' )
+parser.add_argument( '--stack_histogram', dest='stack_histogram', help='Stack histogram' )
+parser.add_argument( '--jython_script', dest='jython_script', help='Path to the Jython script' )
+parser.add_argument( '--output', dest='output', help='Path to the output file' )
+parser.add_argument( '--output_datatype', dest='output_datatype', help='Datatype of the output image' )
+args = parser.parse_args()
+
+tmp_dir = imagej2_base_utils.get_temp_dir()
+# ImageJ expects valid image file extensions, so the Galaxy .dat extension does not
+# work for some features.  The following creates a symlink with an appropriate file
+# extension that points to the Galaxy dataset.  This symlink is used by ImageJ.
+tmp_input_path = imagej2_base_utils.get_input_image_path( tmp_dir, args.input, args.input_datatype )
+tmp_output_path = imagej2_base_utils.get_temporary_image_path( tmp_dir, args.output_datatype )
+# Define command response buffers.
+tmp_out = tempfile.NamedTemporaryFile().name
+tmp_stdout = open( tmp_out, 'wb' )
+tmp_err = tempfile.NamedTemporaryFile().name
+tmp_stderr = open( tmp_err, 'wb' )
+# Java writes a lot of stuff to stderr, so we'll specify a file for handling actual errors.
+error_log = tempfile.NamedTemporaryFile( delete=False ).name
+# Build the command line.
+cmd = imagej2_base_utils.get_base_command_imagej2( None, jython_script=args.jython_script )
+if cmd is None:
+    imagej2_base_utils.stop_err( "ImageJ not found!" )
+cmd += ' %s' % error_log
+cmd += ' %s' % tmp_input_path
+cmd += ' %.3f' % args.threshold_min
+cmd += ' %.3f' % args.threshold_max
+cmd += ' %s' % args.method
+cmd += ' %s' % args.display
+cmd += ' %s' % args.black_background
+cmd += ' %s' % args.stack_histogram
+cmd += ' %s' % tmp_output_path
+cmd += ' %s' % args.output_datatype
+# Run the command.
+proc = subprocess.Popen( args=cmd, stderr=tmp_stderr, stdout=tmp_stdout, shell=True )
+rc = proc.wait()
+# Handle execution errors.
+if rc != 0:
+    error_message = imagej2_base_utils.get_stderr_exception( tmp_err, tmp_stderr, tmp_out, tmp_stdout )
+    imagej2_base_utils.stop_err( error_message )
+# Handle processing errors.
+if os.path.getsize( error_log ) > 0:
+    error_message = open( error_log, 'r' ).read()
+    imagej2_base_utils.stop_err( error_message )
+# Save the output image.
+shutil.move( tmp_output_path, args.output )
+imagej2_base_utils.cleanup_before_exit( tmp_dir )

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_adjust_threshold_binary_jython_script.py	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,49 @@
+import jython_utils
+import sys
+from ij import IJ
+
+# Fiji Jython interpreter implements Python 2.5 which does not
+# provide support for argparse.
+error_log = sys.argv[ -10 ]
+input = sys.argv[ -9 ]
+threshold_min = float( sys.argv[ -8 ] )
+threshold_max = float( sys.argv[ -7 ] )
+method = sys.argv[ -6 ]
+display = sys.argv[ -5 ]
+black_background = jython_utils.asbool( sys.argv[ -4 ] )
+# TODO: this is not being used.
+stack_histogram = jython_utils.asbool( sys.argv[ -3 ] )
+tmp_output_path = sys.argv[ -2 ]
+output_datatype = sys.argv[ -1 ]
+
+# Open the input image file.
+input_image_plus = IJ.openImage( input )
+
+# Create a copy of the image.
+input_image_plus_copy = input_image_plus.duplicate()
+image_processor_copy = input_image_plus_copy.getProcessor()
+
+try:
+    # Convert image to binary if necessary.
+    if not image_processor_copy.isBinary():
+        # Convert the image to binary grayscale.
+        IJ.run( input_image_plus_copy, "Make Binary","iterations=1 count=1 edm=Overwrite do=Nothing" )
+    # Set the options.
+    if black_background:
+        method_str = "%s dark" % method
+    else:
+        method_str = method
+    IJ.setAutoThreshold( input_image_plus_copy, method_str )
+    if display == "red":
+        display_mode = "Red"
+    elif display == "bw":
+        display_mode = "Black & White"
+    elif display == "over_under":
+        display_mode = "Over/Under"
+    IJ.setThreshold( input_image_plus_copy, threshold_min, threshold_max, display_mode )
+    # Run the command.
+    IJ.run( input_image_plus_copy, "threshold", "" )
+    # Save the ImagePlus object as a new image.
+    IJ.saveAs( input_image_plus_copy, output_datatype, tmp_output_path )
+except Exception, e:
+    jython_utils.handle_error( error_log, str( e ) )

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_analyze_particles_binary.py	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,81 @@
+#!/usr/bin/env python
+import argparse
+import os
+import shutil
+import subprocess
+import tempfile
+import imagej2_base_utils
+
+parser = argparse.ArgumentParser()
+parser.add_argument( '--input', dest='input', help='Path to the input file' )
+parser.add_argument( '--input_datatype', dest='input_datatype', help='Datatype of the input image' )
+parser.add_argument( '--black_background', dest='black_background', help='Black background' )
+parser.add_argument( '--size', dest='size', help='Size (pixel^2)' )
+parser.add_argument( '--circularity_min', dest='circularity_min', type=float, help='Circularity minimum' )
+parser.add_argument( '--circularity_max', dest='circularity_max', type=float, help='Circularity maximum' )
+parser.add_argument( '--show', dest='show', help='Show' )
+parser.add_argument( '--display_results', dest='display_results', help='Display results' )
+parser.add_argument( '--all_results', dest='all_results', help='All results' )
+parser.add_argument( '--exclude_edges', dest='exclude_edges', help='Exclude edges' )
+parser.add_argument( '--include_holes', dest='include_holes', help='Include holes' )
+parser.add_argument( '--jython_script', dest='jython_script', help='Path to the Jython script' )
+parser.add_argument( '--results', dest='results', default=None, help='Path to the output results file' )
+parser.add_argument( '--output', dest='output', default=None, help='Path to the output image file' )
+parser.add_argument( '--output_datatype', dest='output_datatype', default='data',  help='Datatype of the output image' )
+args = parser.parse_args()
+
+tmp_dir = imagej2_base_utils.get_temp_dir()
+# ImageJ expects valid image file extensions, so the Galaxy .dat extension does not
+# work for some features.  The following creates a symlink with an appropriate file
+# extension that points to the Galaxy dataset.  This symlink is used by ImageJ.
+tmp_input_path = imagej2_base_utils.get_input_image_path( tmp_dir, args.input, args.input_datatype )
+if args.output is None:
+    tmp_output_path = None
+else:
+    tmp_output_path = imagej2_base_utils.get_temporary_image_path( tmp_dir, args.output_datatype )
+
+# Define command response buffers.
+tmp_out = tempfile.NamedTemporaryFile().name
+tmp_stdout = open( tmp_out, 'wb' )
+tmp_err = tempfile.NamedTemporaryFile().name
+tmp_stderr = open( tmp_err, 'wb' )
+# Java writes a lot of stuff to stderr, so we'll specify a file for handling actual errors.
+error_log = tempfile.NamedTemporaryFile( delete=False ).name
+
+# Build the command line.
+cmd = imagej2_base_utils.get_base_command_imagej2( None, jython_script=args.jython_script )
+if cmd is None:
+    imagej2_base_utils.stop_err( "ImageJ not found!" )
+cmd += ' %s' % error_log
+cmd += ' %s' % tmp_input_path
+cmd += ' %s' % args.black_background
+cmd += ' %s' % args.size
+cmd += ' %.3f' % args.circularity_min
+cmd += ' %.3f' % args.circularity_max
+cmd += ' %s' % args.show
+cmd += ' %s' % args.display_results
+cmd += '%s' % imagej2_base_utils.handle_none_type( args.all_results, val_type='str' )
+cmd += ' %s' % args.exclude_edges
+cmd += ' %s' % args.include_holes
+cmd += '%s' % imagej2_base_utils.handle_none_type( tmp_output_path, val_type='str' )
+cmd += ' %s' % args.output_datatype
+cmd += '%s' % imagej2_base_utils.handle_none_type( args.results, val_type='str' )
+
+# Run the command.
+proc = subprocess.Popen( args=cmd, stderr=tmp_stderr, stdout=tmp_stdout, shell=True )
+rc = proc.wait()
+
+# Handle execution errors.
+if rc != 0:
+    error_message = imagej2_base_utils.get_stderr_exception( tmp_err, tmp_stderr, tmp_out, tmp_stdout )
+    imagej2_base_utils.stop_err( error_message )
+
+# Handle processing errors.
+if os.path.getsize( error_log ) > 0:
+    error_message = open( error_log, 'r' ).read()
+    imagej2_base_utils.stop_err( error_message )
+
+if tmp_output_path is not None:
+    # Save the output image.
+    shutil.move( tmp_output_path, args.output )
+imagej2_base_utils.cleanup_before_exit( tmp_dir )

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_analyze_particles_binary_jython_script.py	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,72 @@
+import jython_utils
+import sys
+from ij import IJ
+from ij.plugin.filter import Analyzer
+
+# Fiji Jython interpreter implements Python 2.5 which does not
+# provide support for argparse.
+error_log = sys.argv[ -14 ]
+input = sys.argv[ -13 ]
+black_background = jython_utils.asbool( sys.argv[ -12 ] )
+size = sys.argv[ -11 ]
+circularity_min = float( sys.argv[ -10 ] )
+circularity_max = float( sys.argv[ -9 ] )
+show = sys.argv[ -8 ]
+display_results = jython_utils.asbool( sys.argv[ -7 ] )
+all_results = jython_utils.asbool( sys.argv[ -6 ] )
+exclude_edges = jython_utils.asbool( sys.argv[ -5 ] )
+include_holes = jython_utils.asbool( sys.argv[ -4 ] )
+tmp_output_path = sys.argv[ -3 ]
+output_datatype = sys.argv[ -2 ]
+results_path = sys.argv[ -1 ]
+
+# Open the input image file.
+input_image_plus = IJ.openImage( input )
+
+# Create a copy of the image.
+input_image_plus_copy = input_image_plus.duplicate()
+image_processor_copy = input_image_plus_copy.getProcessor()
+analyzer = Analyzer( input_image_plus_copy )
+
+try:
+    # Set binary options.
+    options = jython_utils.get_binary_options( black_background=black_background )
+    IJ.run( input_image_plus_copy, "Options...", options )
+
+    # Convert image to binary if necessary.
+    if not image_processor_copy.isBinary():
+        # Convert the image to binary grayscale.
+        IJ.run( input_image_plus_copy, "Make Binary", "" )
+
+    # Set the options.
+    options = [ 'size=%s' % size ]
+    circularity_str = '%.3f-%.3f' % ( circularity_min, circularity_max )
+    options.append( 'circularity=%s' % circularity_str )
+    if show.find( '_' ) >= 0:
+        show_str = '[%s]' % show.replace( '_', ' ' )
+    else:
+        show_str = show
+    options.append( 'show=%s' % show_str )
+    if display_results:
+        options.append( 'display' )
+        if not all_results:
+            options.append( 'summarize' )
+    if exclude_edges:
+        options.append( 'exclude' )
+    if include_holes:
+        options.append( 'include' )
+    # Always run "in_situ".
+    options.append( 'in_situ' )
+
+    # Run the command.
+    IJ.run( input_image_plus_copy, "Analyze Particles...", " ".join( options ) )
+
+    # Save outputs.
+    if tmp_output_path not in [ None, 'None' ]:
+        # Save the ImagePlus object as a new image.
+        IJ.saveAs( input_image_plus_copy, output_datatype, tmp_output_path )
+    if display_results and results_path not in [ None, 'None' ]:
+        results_table = analyzer.getResultsTable()
+        results_table.saveAs( results_path )
+except Exception, e:
+    jython_utils.handle_error( error_log, str( e ) )

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_analyze_skeleton.py	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,61 @@
+#!/usr/bin/env python
+import argparse
+import os
+import shutil
+import subprocess
+import tempfile
+import imagej2_base_utils
+
+parser = argparse.ArgumentParser()
+parser.add_argument( '--input', dest='input', help='Path to the input file' )
+parser.add_argument( '--input_datatype', dest='input_datatype', help='Datatype of the input image' )
+parser.add_argument( '--black_background', dest='black_background', help='Black background' )
+parser.add_argument( '--prune_cycle_method', dest='prune_cycle_method', default='none', help='Prune cycle method' )
+parser.add_argument( '--prune_ends', dest='prune_ends', default='no', help='Prune ends' )
+parser.add_argument( '--calculate_largest_shortest_path', dest='calculate_largest_shortest_path', default='no', help='Calculate largest shortest path' )
+parser.add_argument( '--show_detailed_info', dest='show_detailed_info', default='no', help='Show detailed info' )
+parser.add_argument( '--jython_script', dest='jython_script', help='Path to the Jython script' )
+parser.add_argument( '--output', dest='output', help='Path to the output file' )
+args = parser.parse_args()
+
+tmp_dir = imagej2_base_utils.get_temp_dir()
+# ImageJ expects valid image file extensions, so the Galaxy .dat extension does not
+# work for some features.  The following creates a symlink with an appropriate file
+# extension that points to the Galaxy dataset.  This symlink is used by ImageJ.
+tmp_input_path = imagej2_base_utils.get_input_image_path( tmp_dir, args.input, args.input_datatype )
+
+# Define command response buffers.
+tmp_out = tempfile.NamedTemporaryFile().name
+tmp_stdout = open( tmp_out, 'wb' )
+tmp_err = tempfile.NamedTemporaryFile().name
+tmp_stderr = open( tmp_err, 'wb' )
+# Java writes a lot of stuff to stderr, so we'll specify a file for handling actual errors.
+error_log = tempfile.NamedTemporaryFile( delete=False ).name
+
+# Build the command line.
+cmd = imagej2_base_utils.get_base_command_imagej2( None, jython_script=args.jython_script )
+if cmd is None:
+    imagej2_base_utils.stop_err( "ImageJ not found!" )
+cmd += ' %s' % error_log
+cmd += ' %s' % tmp_input_path
+cmd += ' %s' % args.black_background
+cmd += ' %s' % args.prune_cycle_method
+cmd += ' %s' % args.prune_ends
+cmd += ' %s' % args.calculate_largest_shortest_path
+cmd += ' %s' % args.show_detailed_info
+cmd += ' %s' % args.output
+
+# Run the command.
+proc = subprocess.Popen( args=cmd, stderr=tmp_stderr, stdout=tmp_stdout, shell=True )
+rc = proc.wait()
+
+# Handle execution errors.
+if rc != 0:
+    error_message = imagej2_base_utils.get_stderr_exception( tmp_err, tmp_stderr, tmp_out, tmp_stdout )
+    imagej2_base_utils.stop_err( error_message )
+# Handle processing errors.
+if os.path.getsize( error_log ) > 0:
+    error_message = open( error_log, 'r' ).read()
+    imagej2_base_utils.stop_err( error_message )
+
+imagej2_base_utils.cleanup_before_exit( tmp_dir )

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_analyze_skeleton_jython_script.py	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,147 @@
+import jython_utils
+import math
+import sys
+from ij import IJ
+from sc.fiji.analyzeSkeleton import AnalyzeSkeleton_
+
+BASIC_NAMES = [ 'Branches', 'Junctions', 'End-point Voxels',
+                'Junction Voxels', 'Slab Voxels', 'Average branch length',
+                'Triple Points', 'Quadruple Points', 'Maximum Branch Length' ]
+DETAIL_NAMES = [ 'Skeleton ID', 'Branch length', 'V1 x', 'V1 y', 'V1 z', 'V2 x',
+                 'V2 y', 'V2 z', 'Euclidean distance' ]
+
+def get_euclidean_distance( vertex1, vertex2 ):
+    x1, y1, z1 = get_points( vertex1 )
+    x2, y2, z2 = get_points( vertex2 )
+    return math.sqrt( math.pow( ( x2 - x1 ), 2 ) +
+                      math.pow( ( y2 - y1 ), 2 ) +
+                      math.pow( ( z2 - z1 ), 2 ) )
+
+def get_graph_length( graph ):
+    length = 0
+    for edge in graph.getEdges():
+        length = length + edge.getLength()
+    return length
+
+def get_points( vertex ):
+    # An array of Point, which has attributes x,y,z.
+    point = vertex.getPoints()[ 0 ]
+    return point.x, point.y, point.z
+    
+def get_sorted_edge_lengths( graph ):
+    # Return graph edges sorted from longest to shortest.
+    edges = graph.getEdges()
+    edges = sorted( edges, key=lambda edge: edge.getLength(), reverse=True )
+    return edges
+
+def get_sorted_graph_lengths( result ):
+    # Get the separate graphs (skeletons).
+    graphs = result.getGraph()
+    # Sort graphs from longest to shortest.
+    graphs = sorted( graphs, key=lambda g: get_graph_length( g ), reverse=True )
+    return graphs
+
+def save( result, output, show_detailed_info, calculate_largest_shortest_path, sep='\t' ):
+    num_trees = int( result.getNumOfTrees() )
+    outf = open( output, 'wb' )
+    outf.write( '# %s\n' % sep.join( BASIC_NAMES ) )
+    for index in range( num_trees ):
+        outf.write( '%d%s' % ( result.getBranches()[ index ], sep ) )
+        outf.write( '%d%s' % ( result.getJunctions()[ index ], sep ) )
+        outf.write( '%d%s' % ( result.getEndPoints()[ index ], sep ) )
+        outf.write( '%d%s' % ( result.getJunctionVoxels()[ index ], sep ) )
+        outf.write( '%d%s' % ( result.getSlabs()[ index ], sep ) )
+        outf.write( '%.3f%s' % ( result.getAverageBranchLength()[ index ], sep ) )
+        outf.write( '%d%s' % ( result.getTriples()[ index ], sep ) )
+        outf.write( '%d%s' % ( result.getQuadruples()[ index ], sep ) )
+        outf.write( '%.3f' % result.getMaximumBranchLength()[ index ] )
+        if calculate_largest_shortest_path:
+            outf.write( '%s%.3f%s' % ( sep, result.shortestPathList.get( index ), sep ) )
+            outf.write( '%d%s' % ( result.spStartPosition[ index ][ 0 ], sep ) )
+            outf.write( '%d%s' % ( result.spStartPosition[ index ][ 1 ], sep ) )
+            outf.write( '%d\n' % result.spStartPosition[ index ][ 2 ] )
+        else:
+            outf.write( '\n' )
+    if show_detailed_info:
+        outf.write( '# %s\n' % sep.join( DETAIL_NAMES ) )
+        # The following index is a placeholder for the skeleton ID.
+        # The terms "graph" and "skeleton" refer to the same thing.
+        # Also, the SkeletonResult.java code states that the
+        # private Graph[] graph object is an array of graphs (one
+        # per tree).
+        for index, graph in enumerate( get_sorted_graph_lengths( result ) ):
+            for edge in get_sorted_edge_lengths( graph ):
+                vertex1 = edge.getV1()
+                x1, y1, z1 = get_points( vertex1 )
+                vertex2 = edge.getV2()
+                x2, y2, z2 = get_points( vertex2 )
+                outf.write( '%d%s' % ( index+1, sep ) )
+                outf.write( '%.3f%s' % ( edge.getLength(), sep ) )
+                outf.write( '%d%s' % ( x1, sep ) )
+                outf.write( '%d%s' % ( y1, sep ) )
+                outf.write( '%d%s' % ( z1, sep ) )
+                outf.write( '%d%s' % ( x2, sep ) )
+                outf.write( '%d%s' % ( y2, sep ) )
+                outf.write( '%d%s' % ( z2, sep ) )
+                outf.write( '%.3f' % get_euclidean_distance( vertex1, vertex2 ) )
+                if calculate_largest_shortest_path:
+                    # Keep number of separated items the same for each line.
+                    outf.write( '%s %s' % ( sep, sep ) )
+                    outf.write( ' %s' % sep )
+                    outf.write( ' %s' % sep )
+                    outf.write( ' \n' )
+                else:
+                    outf.write( '\n' )
+    outf.close()
+
+# Fiji Jython interpreter implements Python 2.5 which does not
+# provide support for argparse.
+error_log = sys.argv[ -8 ]
+input = sys.argv[ -7 ]
+black_background = jython_utils.asbool( sys.argv[ -6 ] )
+prune_cycle_method = sys.argv[ -5 ]
+prune_ends = jython_utils.asbool( sys.argv[ -4 ] )
+calculate_largest_shortest_path = jython_utils.asbool( sys.argv[ -3 ] )
+if calculate_largest_shortest_path:
+    BASIC_NAMES.extend( [ 'Longest Shortest Path', 'spx', 'spy', 'spz' ] )
+    DETAIL_NAMES.extend( [ ' ', ' ', ' ', ' ' ] )
+show_detailed_info = jython_utils.asbool( sys.argv[ -2 ] )
+output = sys.argv[ -1 ]
+
+# Open the input image file.
+input_image_plus = IJ.openImage( input )
+
+# Create a copy of the image.
+input_image_plus_copy = input_image_plus.duplicate()
+image_processor_copy = input_image_plus_copy.getProcessor()
+
+try:
+    # Set binary options.
+    options = jython_utils.get_binary_options( black_background=black_background )
+    IJ.run( input_image_plus_copy, "Options...", options )
+
+    # Convert image to binary if necessary.
+    if not image_processor_copy.isBinary():
+        IJ.run( input_image_plus_copy, "Make Binary", "" )
+
+    # Run AnalyzeSkeleton
+    analyze_skeleton = AnalyzeSkeleton_()
+    analyze_skeleton.setup( "", input_image_plus_copy )
+    if prune_cycle_method == 'none':
+        prune_index  = analyze_skeleton.NONE
+    elif prune_cycle_method == 'shortest_branch':
+        prune_index  = analyze_skeleton.SHORTEST_BRANCH
+    elif prune_cycle_method == 'lowest_intensity_voxel':
+        prune_index  = analyze_skeleton.LOWEST_INTENSITY_VOXEL
+    elif prune_cycle_method == 'lowest_intensity_branch':
+        prune_index  = analyze_skeleton.LOWEST_INTENSITY_BRANCH
+    result = analyze_skeleton.run( prune_index,
+                                   prune_ends,
+                                   calculate_largest_shortest_path,
+                                   input_image_plus_copy,
+                                   True,
+                                   True )
+    # Save the results.
+    save( result, output, show_detailed_info, calculate_largest_shortest_path )
+except Exception, e:
+    jython_utils.handle_error( error_log, str( e ) )

Binary file imagej2_base_utils$py.class has changed

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_base_utils.py	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,169 @@
+import os
+import shutil
+import sys
+import tempfile
+
+BUFF_SIZE = 1048576
+
+
+def cleanup_before_exit(tmp_dir):
+    """
+    Remove temporary files and directories prior to tool exit.
+    """
+    if tmp_dir and os.path.exists(tmp_dir):
+        shutil.rmtree(tmp_dir)
+
+
+def get_base_cmd_bunwarpj(jvm_memory):
+    if jvm_memory in [None, 'None']:
+        jvm_memory_str = ''
+    else:
+        jvm_memory_str = '-Xmx%s' % jvm_memory
+    # The following bunwarpj_base_cmd string will look something like this:
+    # "java %s -cp $JAR_DIR/ij-1.49k.jar:$PLUGINS_DIR/bUnwarpJ_-2.6.1.jar \
+    # bunwarpj.bUnwarpJ_" % (jvm_memory_str)
+    # See the bunwarpj.sh script for the fiji 20151222
+    # bioconda recipe in github.
+    bunwarpj_base_cmd = "bunwarpj %s" % jvm_memory_str
+    return bunwarpj_base_cmd
+
+
+def get_base_command_imagej2(memory_size=None, macro=None, jython_script=None):
+    imagej2_executable = get_imagej2_executable()
+    if imagej2_executable is None:
+        return None
+    cmd = '%s --ij2 --headless --debug' % imagej2_executable
+    if memory_size is not None:
+        memory_size_cmd = ' -DXms=%s -DXmx=%s' % (memory_size, memory_size)
+        cmd += memory_size_cmd
+    if macro is not None:
+        cmd += ' --macro %s' % os.path.abspath(macro)
+    if jython_script is not None:
+        cmd += ' --jython %s' % os.path.abspath(jython_script)
+    return cmd
+
+
+def get_file_extension(image_format):
+    """
+    Return a valid bioformats file extension based on the received
+    value of image_format(e.g., "gif" is returned as ".gif".
+    """
+    return '.%s' % image_format
+
+
+def get_file_name_without_extension(file_path):
+    """
+    Eliminate the .ext from the received file name, assuming that
+    the file name consists of only a single '.'.
+    """
+    if os.path.exists(file_path):
+        path, name = os.path.split(file_path)
+        name_items = name.split('.')
+        return name_items[0]
+    return None
+
+
+def get_imagej2_executable():
+    """
+    Fiji names the ImageJ executable different names for different
+    architectures, but our bioconda recipe allows us to do this.
+    """
+    return 'ImageJ'
+
+
+def get_input_image_path(tmp_dir, input_file, image_format):
+    """
+    Bioformats uses file extensions (e.g., .job, .gif, etc)
+    when reading and writing image files, so the Galaxy dataset
+    naming convention of setting all file extensions as .dat
+    must be handled.
+    """
+    image_path = get_temporary_image_path(tmp_dir, image_format)
+    # Remove the file so we can create a symlink.
+    os.remove(image_path)
+    os.symlink(input_file, image_path)
+    return image_path
+
+
+def get_platform_info_dict():
+    '''Return a dict with information about the current platform.'''
+    platform_dict = {}
+    sysname, nodename, release, version, machine = os.uname()
+    platform_dict['os'] = sysname.lower()
+    platform_dict['architecture'] = machine.lower()
+    return platform_dict
+
+
+def get_stderr_exception(tmp_err, tmp_stderr, tmp_out, tmp_stdout, include_stdout=False):
+    tmp_stderr.close()
+    """
+    Return a stderr string of reasonable size.
+    """
+    # Get stderr, allowing for case where it's very large.
+    tmp_stderr = open(tmp_err, 'rb')
+    stderr_str = ''
+    buffsize = BUFF_SIZE
+    try:
+        while True:
+            stderr_str += tmp_stderr.read(buffsize)
+            if not stderr_str or len(stderr_str) % buffsize != 0:
+                break
+    except OverflowError:
+        pass
+    tmp_stderr.close()
+    if include_stdout:
+        tmp_stdout = open(tmp_out, 'rb')
+        stdout_str = ''
+        buffsize = BUFF_SIZE
+        try:
+            while True:
+                stdout_str += tmp_stdout.read(buffsize)
+                if not stdout_str or len(stdout_str) % buffsize != 0:
+                    break
+        except OverflowError:
+            pass
+    tmp_stdout.close()
+    if include_stdout:
+        return 'STDOUT\n%s\n\nSTDERR\n%s\n' % (stdout_str, stderr_str)
+    return stderr_str
+
+
+def get_temp_dir(prefix='tmp-imagej-', dir=None):
+    """
+    Return a temporary directory.
+    """
+    return tempfile.mkdtemp(prefix=prefix, dir=dir)
+
+
+def get_tempfilename(dir=None, suffix=None):
+    """
+    Return a temporary file name.
+    """
+    fd, name = tempfile.mkstemp(suffix=suffix, dir=dir)
+    os.close(fd)
+    return name
+
+
+def get_temporary_image_path(tmp_dir, image_format):
+    """
+    Return the path to a temporary file with a valid image format
+    file extension that can be used with bioformats.
+    """
+    file_extension = get_file_extension(image_format)
+    return get_tempfilename(tmp_dir, file_extension)
+
+
+def handle_none_type(val, val_type='float'):
+    if val is None:
+        return ' None'
+    else:
+        if val_type == 'float':
+            return ' %.3f' % val
+        elif val_type == 'int':
+            return ' %d' % val
+    return ' %s' % val
+
+
+def stop_err(msg):
+    sys.stderr.write(msg)
+    sys.exit(1)

Binary file imagej2_base_utils.pyc has changed

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_binary_to_edm.py	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,65 @@
+#!/usr/bin/env python
+import argparse
+import os
+import shutil
+import subprocess
+import tempfile
+import imagej2_base_utils
+
+parser = argparse.ArgumentParser()
+parser.add_argument( '--input', dest='input', help='Path to the input file' )
+parser.add_argument( '--input_datatype', dest='input_datatype', help='Datatype of the input image' )
+parser.add_argument( '--iterations', dest='iterations', type=int, help='Iterations' )
+parser.add_argument( '--count', dest='count', type=int, help='Count' )
+parser.add_argument( '--black_background', dest='black_background', help='Black background' )
+parser.add_argument( '--pad_edges_when_eroding', dest='pad_edges_when_eroding', help='Pad edges when eroding' )
+parser.add_argument( '--jython_script', dest='jython_script', help='Path to the Jython script' )
+parser.add_argument( '--output', dest='output', help='Path to the output file' )
+parser.add_argument( '--output_datatype', dest='output_datatype', help='Datatype of the output image' )
+args = parser.parse_args()
+
+tmp_dir = imagej2_base_utils.get_temp_dir()
+# ImageJ expects valid image file extensions, so the Galaxy .dat extension does not
+# work for some features.  The following creates a symlink with an appropriate file
+# extension that points to the Galaxy dataset.  This symlink is used by ImageJ.
+tmp_input_path = imagej2_base_utils.get_input_image_path( tmp_dir, args.input, args.input_datatype )
+tmp_output_path = imagej2_base_utils.get_temporary_image_path( tmp_dir, args.output_datatype )
+
+# Define command response buffers.
+tmp_out = tempfile.NamedTemporaryFile().name
+tmp_stdout = open( tmp_out, 'wb' )
+tmp_err = tempfile.NamedTemporaryFile().name
+tmp_stderr = open( tmp_err, 'wb' )
+# Java writes a lot of stuff to stderr, so we'll specify a file for handling actual errors.
+error_log = tempfile.NamedTemporaryFile( delete=False ).name
+
+# Build the command line.
+cmd = imagej2_base_utils.get_base_command_imagej2( None, jython_script=args.jython_script )
+if cmd is None:
+    imagej2_base_utils.stop_err( "ImageJ not found!" )
+cmd += ' %s' % error_log
+cmd += ' %s' % tmp_input_path
+cmd += ' %d' % args.iterations
+cmd += ' %d' % args.count
+cmd += ' %s' % args.black_background
+cmd += ' %s' % args.pad_edges_when_eroding
+cmd += ' %s' % tmp_output_path
+cmd += ' %s' % args.output_datatype
+
+# Run the command.
+proc = subprocess.Popen( args=cmd, stderr=tmp_stderr, stdout=tmp_stdout, shell=True )
+rc = proc.wait()
+
+# Handle execution errors.
+if rc != 0:
+    error_message = imagej2_base_utils.get_stderr_exception( tmp_err, tmp_stderr, tmp_out, tmp_stdout )
+    imagej2_base_utils.stop_err( error_message )
+
+# Handle processing errors.
+if os.path.getsize( error_log ) > 0:
+    error_message = open( error_log, 'r' ).read()
+    imagej2_base_utils.stop_err( error_message )
+
+# Save the output image.
+shutil.move( tmp_output_path, args.output )
+imagej2_base_utils.cleanup_before_exit( tmp_dir )

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_binary_to_edm_jython_script.py	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,44 @@
+import jython_utils
+import sys
+from ij import IJ
+from ij import ImagePlus
+from ij.plugin.filter import Analyzer
+from ij.plugin.filter import EDM
+
+# Fiji Jython interpreter implements Python 2.5 which does not
+# provide support for argparse.
+error_log = sys.argv[ -8 ]
+input = sys.argv[ -7 ]
+iterations = int( sys.argv[ -6 ] )
+count = int( sys.argv[ -5 ] )
+black_background = jython_utils.asbool( sys.argv[ -4 ] )
+pad_edges_when_eroding = jython_utils.asbool( sys.argv[ -3 ] )
+tmp_output_path = sys.argv[ -2 ]
+output_datatype = sys.argv[ -1 ]
+
+# Open the input image file.
+input_image_plus = IJ.openImage( input )
+
+# Create a copy of the image.
+input_image_plus_copy = input_image_plus.duplicate()
+image_processor_copy = input_image_plus_copy.getProcessor()
+
+try:
+    # Set binary options.
+    options = jython_utils.get_binary_options( black_background=black_background,
+                                               iterations=iterations,
+                                               count=count,
+                                               pad_edges_when_eroding=pad_edges_when_eroding )
+    IJ.run( input_image_plus_copy, "Options...", options )
+
+    # Convert image to binary if necessary.
+    if not image_processor_copy.isBinary():
+        # Convert the image to binary grayscale.
+        IJ.run( input_image_plus_copy, "Make Binary", "" )
+
+    # Run the command.
+    IJ.run( input_image_plus_copy, "Distance Map", "" )
+    # Save the ImagePlus object as a new image.
+    IJ.saveAs( input_image_plus_copy, output_datatype, tmp_output_path )
+except Exception, e:
+    jython_utils.handle_error( error_log, str( e ) )

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_bunwarpj_adapt_transform.py	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,65 @@
+#!/usr/bin/env python
+import argparse
+import subprocess
+import tempfile
+import imagej2_base_utils
+
+# Parse Command Line.
+parser = argparse.ArgumentParser()
+parser.add_argument( '--source_image', dest='source_image', help='Source image' )
+parser.add_argument( '--source_image_format', dest='source_image_format', help='Source image format' )
+parser.add_argument( '--target_image', dest='target_image', help='Target image' )
+parser.add_argument( '--target_image_format', dest='target_image_format', help='Target image format' )
+parser.add_argument( '--input_elastic_transformation', dest='input_elastic_transformation', help='Input elastic transformation matrix' )
+parser.add_argument( '--image_size_factor', dest='image_size_factor', type=float, help='Image size factor' )
+parser.add_argument( '--output', dest='output', help='Warping index' )
+
+args = parser.parse_args()
+
+tmp_dir = imagej2_base_utils.get_temp_dir()
+source_image_path = imagej2_base_utils.get_input_image_path( tmp_dir, args.source_image, args.source_image_format )
+target_image_path = imagej2_base_utils.get_input_image_path( tmp_dir, args.target_image, args.target_image_format )
+input_elastic_transformation_path = imagej2_base_utils.get_input_image_path( tmp_dir, args.input_elastic_transformation, 'txt' )
+
+# Define command response buffers.
+tmp_out = tempfile.NamedTemporaryFile().name
+tmp_stdout = open( tmp_out, 'wb' )
+tmp_err = tempfile.NamedTemporaryFile().name
+tmp_stderr = open( tmp_err, 'wb' )
+
+def is_power2( val ):
+    if val < 0:
+        return False
+    if val < 1:
+        val = 1.0 / val
+    val = int( val )
+    return ( ( val & ( val - 1 ) ) == 0 )
+
+# Build the command line to adapt the transformation.
+cmd = imagej2_base_utils.get_base_cmd_bunwarpj( None )
+if cmd is None:
+    imagej2_base_utils.stop_err( "bUnwarpJ not found!" )
+cmd += ' -adapt_transform'
+
+# Make sure the value of image_size_factor is a power of 2 (positive or negative).
+if is_power2( args.image_size_factor ):
+    image_size_factor = args.image_size_factor
+else:
+    msg = "Image size factor must be a positive or negative power of 2 (0.25, 0.5, 2, 4, 8, etc)."
+    imagej2_base_utils.stop_err( msg )
+
+# Target is sent before source.
+cmd += ' %s' % target_image_path
+cmd += ' %s' % source_image_path
+cmd += ' %s' % input_elastic_transformation_path
+cmd += ' %s' % args.output
+cmd += ' %2.f' % image_size_factor
+
+# Adapt the transformation based on the image size factor using bUnwarpJ.
+proc = subprocess.Popen( args=cmd, stderr=subprocess.PIPE, stdout=subprocess.PIPE, shell=True )
+rc = proc.wait()
+if rc != 0:
+    error_message = imagej2_base_utils.get_stderr_exception( tmp_err, tmp_stderr, tmp_out, tmp_stdout )
+    imagej2_base_utils.stop_err( error_message )
+
+imagej2_base_utils.cleanup_before_exit( tmp_dir )

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_bunwarpj_align.py	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,178 @@
+#!/usr/bin/env python
+import argparse
+import os
+import shutil
+import subprocess
+import tempfile
+import imagej2_base_utils
+
+# Parse Command Line.
+parser = argparse.ArgumentParser()
+parser.add_argument( '--source_image', dest='source_image', help='Source image' )
+parser.add_argument( '--source_image_format', dest='source_image_format', help='Source image format' )
+parser.add_argument( '--source_mask', dest='source_mask', default=None, help='Source mask' )
+parser.add_argument( '--source_mask_format', dest='source_mask_format', default=None, help='Source mask image format' )
+parser.add_argument( '--target_image', dest='target_image', help='Target image' )
+parser.add_argument( '--target_image_format', dest='target_image_format', help='Target image format' )
+parser.add_argument( '--target_mask', dest='target_mask', default=None, help='Target mask' )
+parser.add_argument( '--target_mask_format', dest='target_mask_format', default=None, help='Target mask image format' )
+parser.add_argument( '--min_scale_def', dest='min_scale_def', type=int, help='Initial deformation' )
+parser.add_argument( '--max_scale_def', dest='max_scale_def', type=int, help='Final deformation' )
+parser.add_argument( '--max_subsamp_fact', dest='max_subsamp_fact', type=int, help='Image sub-sample factor' )
+parser.add_argument( '--divergence_weight', dest='divergence_weight', type=float, help='Divergence weight' )
+parser.add_argument( '--curl_weight', dest='curl_weight', type=float, help='Curl weight' )
+parser.add_argument( '--image_weight', dest='image_weight', type=float, help='Image weight' )
+parser.add_argument( '--consistency_weight', dest='consistency_weight', type=float, help='Consistency weight' )
+parser.add_argument( '--landmarks_weight', dest='landmarks_weight', type=float, help='Landmarks weight' )
+parser.add_argument( '--landmarks_file', dest='landmarks_file', default=None, help='Landmarks file' )
+parser.add_argument( '--source_affine_file', dest='source_affine_file', default=None, help='Initial source affine matrix transformation' )
+parser.add_argument( '--target_affine_file', dest='target_affine_file', default=None, help='Initial target affine matrix transformation' )
+parser.add_argument( '--mono', dest='mono', default=False, help='Unidirectional registration (source to target)' )
+parser.add_argument( '--source_trans_out', dest='source_trans_out', default=None, help='Direct source transformation matrix' )
+parser.add_argument( '--target_trans_out', dest='target_trans_out', default=None, help='Inverse target transformation matrix' )
+parser.add_argument( '--source_out', help='Output source image' )
+parser.add_argument( '--source_out_datatype', help='Output registered source image format' )
+parser.add_argument( '--target_out', default=None, help='Output target image' )
+parser.add_argument( '--target_out_datatype', default=None, help='Output registered target image format' )
+parser.add_argument( '--jython_script', dest='jython_script', help='Path to the Jython script' )
+
+args = parser.parse_args()
+
+if args.source_trans_out is not None and args.target_trans_out is not None:
+    save_transformation = True
+else:
+    save_transformation = False
+
+tmp_dir = imagej2_base_utils.get_temp_dir()
+source_image_path = imagej2_base_utils.get_input_image_path( tmp_dir, args.source_image, args.source_image_format )
+tmp_source_out_tiff_path = imagej2_base_utils.get_temporary_image_path( tmp_dir, 'tiff' )
+tmp_source_out_path = imagej2_base_utils.get_temporary_image_path( tmp_dir, args.source_out_datatype )
+target_image_path = imagej2_base_utils.get_input_image_path( tmp_dir, args.target_image, args.target_image_format )
+if not args.mono:
+    tmp_target_out_tiff_path = imagej2_base_utils.get_temporary_image_path( tmp_dir, 'tiff' )
+    tmp_target_out_path = imagej2_base_utils.get_temporary_image_path( tmp_dir, args.target_out_datatype )
+if args.source_mask is not None and args.target_mask is not None:
+    tmp_source_mask_path = imagej2_base_utils.get_input_image_path( tmp_dir, args.source_mask, args.source_mask_format )
+    tmp_target_mask_path = imagej2_base_utils.get_input_image_path( tmp_dir, args.target_mask, args.target_mask_format )
+if save_transformation:
+    # bUnwarpJ automatically names the transformation files based on the names
+    # of the source and target image file names.  We've defined symlinks to 
+    # temporary files with valid image extensions since ImageJ does not handle
+    # the Galaxy "dataset.dat" file extensions.
+    source_file_name = imagej2_base_utils.get_file_name_without_extension( tmp_source_out_tiff_path )
+    tmp_source_out_transf_path = os.path.join( tmp_dir, '%s_transf.txt' % source_file_name )
+    target_file_name = imagej2_base_utils.get_file_name_without_extension( tmp_target_out_tiff_path )
+    tmp_target_out_transf_path = os.path.join( tmp_dir, '%s_transf.txt' % target_file_name )
+
+# Define command response buffers.
+tmp_out = tempfile.NamedTemporaryFile().name
+tmp_stdout = open( tmp_out, 'wb' )
+tmp_err = tempfile.NamedTemporaryFile().name
+tmp_stderr = open( tmp_err, 'wb' )
+
+# Build the command line to align the two images.
+cmd = imagej2_base_utils.get_base_cmd_bunwarpj( None )
+if cmd is None:
+    imagej2_base_utils.stop_err( "bUnwarpJ not found!" )
+cmd += ' -align'
+# Target is sent before source.
+cmd += ' %s' % target_image_path
+if args.target_mask is None:
+    target_mask_str = ' NULL'
+else:
+    target_mask_str = ' %s' % tmp_target_mask_path
+cmd += target_mask_str
+cmd += ' %s' % source_image_path
+if args.source_mask is None:
+    source_mask_str = ' NULL'
+else:
+    source_mask_str = ' %s' % tmp_source_mask_path
+cmd += source_mask_str
+cmd += ' %d' % args.min_scale_def
+cmd += ' %d' % args.max_scale_def
+cmd += ' %d' % args.max_subsamp_fact
+cmd += ' %.1f' % args.divergence_weight
+cmd += ' %.1f' % args.curl_weight
+cmd += ' %.1f' % args.image_weight
+cmd += ' %.1f' % args.consistency_weight
+# Source is produced before target.
+cmd += ' %s' % tmp_source_out_tiff_path
+if not args.mono:
+    cmd += ' %s' % tmp_target_out_tiff_path
+if args.landmarks_file is not None:
+    # We have to create a temporary file with a .txt extension here so that
+    # bUnwarpJ will not ignore the Galaxy "dataset.dat" file.
+    tmp_landmarks_file_path = imagej2_base_utils.get_input_image_path( tmp_dir,
+                                                                       args.landmarks_file,
+                                                                       'txt' )
+    cmd += ' -landmarks'
+    cmd += ' %.1f' % args.landmarks_weight
+    cmd += ' %s' % tmp_landmarks_file_path
+if args.source_affine_file is not None and args.target_affine_file is not None:
+    # Target is sent before source.
+    cmd += ' -affine'
+    cmd += ' %s' % args.target_affine_file
+    cmd += ' %s' % args.source_affine_file
+if args.mono:
+    cmd += ' -mono'
+if save_transformation:
+    cmd += ' -save_transformation'
+
+# Align the two images using bUnwarpJ.
+proc = subprocess.Popen( args=cmd, stderr=tmp_stderr, stdout=tmp_stdout, shell=True )
+rc = proc.wait()
+if rc != 0:
+    error_message = imagej2_base_utils.get_stderr_exception( tmp_err, tmp_stderr, tmp_out, tmp_stdout )
+    imagej2_base_utils.stop_err( error_message )
+
+# bUnwarpJ produces tiff image stacks consisting of 3 slices which can be viewed in ImageJ.
+# The 3 slices are:: 1) the registered image, 2) the target image and 3) the black/white
+# warp image.  Galaxy supports only single-layered images, so we'll convert the images so they
+# can be viewed in Galaxy.
+
+# Define command response buffers.
+tmp_out = tempfile.NamedTemporaryFile().name
+tmp_stdout = open( tmp_out, 'wb' )
+tmp_err = tempfile.NamedTemporaryFile().name
+tmp_stderr = open( tmp_err, 'wb' )
+
+# Build the command line to handle the multi-slice tiff images.
+cmd = imagej2_base_utils.get_base_command_imagej2( None, jython_script=args.jython_script )
+if cmd is None:
+    imagej2_base_utils.stop_err( "ImageJ not found!" )
+if args.mono:
+    # bUnwarpJ will produce only a registered source image.
+    cmd += ' %s %s %s %s' % ( tmp_source_out_tiff_path,
+                              args.source_out_datatype,
+                              tmp_source_out_path,
+                              args.mono )
+else:
+    # bUnwarpJ will produce registered source and target images.
+    cmd += ' %s %s %s %s %s %s %s' % ( tmp_source_out_tiff_path,
+                                       args.source_out_datatype,
+                                       tmp_source_out_path,
+                                       tmp_target_out_tiff_path,
+                                       args.target_out_datatype,
+                                       tmp_target_out_path,
+                                       args.mono )
+
+# Merge the multi-slice tiff layers into an image that can be viewed in Galaxy.
+proc = subprocess.Popen( args=cmd, stderr=tmp_stderr, stdout=tmp_stdout, shell=True )
+rc = proc.wait()
+if rc != 0:
+    error_message = imagej2_base_utils.get_stderr_exception( tmp_err, tmp_stderr, tmp_out, tmp_stdout )
+    imagej2_base_utils.stop_err( error_message )
+
+# Save the Registered Source Image to the output dataset.
+shutil.move( tmp_source_out_path, args.source_out )
+if not args.mono:
+    # Move the Registered Target Image to the output dataset.
+    shutil.move( tmp_target_out_path, args.target_out )
+
+# If requested, save matrix transformations as additional datasets.
+if save_transformation:
+    shutil.move( tmp_source_out_transf_path, args.source_trans_out )
+    if not args.mono:
+        shutil.move( tmp_target_out_transf_path, args.target_trans_out )
+
+imagej2_base_utils.cleanup_before_exit( tmp_dir )

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_bunwarpj_align_jython_script.py	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,37 @@
+import sys
+import jython_utils
+from ij import IJ
+
+# Fiji Jython interpreter implements Python 2.5 which does not
+# provide support for argparse.
+
+if sys.argv[ -1 ].lower() in [ 'true' ]:
+    mono = True
+else:
+    mono = False
+
+if mono:
+    # bUnwarpJ has been called with the -mono param.
+    source_tiff_path = sys.argv[ -4 ]
+    source_datatype = sys.argv[ -3 ]
+    source_path = sys.argv[ -2 ]
+else:
+    source_tiff_path = sys.argv[ -7 ]
+    source_datatype = sys.argv[ -6 ]
+    source_path = sys.argv[ -5 ]
+    target_tiff_path = sys.argv[ -4 ]
+    target_datatype = sys.argv[ -3 ]
+    target_path = sys.argv[ -2 ]
+
+# Save the Registered Source Image.
+registered_source_image = IJ.openImage( source_tiff_path )
+if source_datatype == 'tiff':
+    registered_source_image = jython_utils.convert_before_saving_as_tiff( registered_source_image )
+IJ.saveAs( registered_source_image, source_datatype, source_path )
+
+if not mono:
+    # Save the Registered Target Image.
+    registered_target_image = IJ.openImage( target_tiff_path )
+    if target_datatype == 'tiff':
+        registered_target_image = jython_utils.convert_before_saving_as_tiff( registered_target_image )
+    IJ.saveAs( registered_target_image, target_datatype, target_path )

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_bunwarpj_compare_elastic.py	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,65 @@
+#!/usr/bin/env python
+import argparse
+import subprocess
+import tempfile
+import imagej2_base_utils
+
+# Parse Command Line.
+parser = argparse.ArgumentParser()
+parser.add_argument( '--source_image', dest='source_image', help='Source image' )
+parser.add_argument( '--source_image_format', dest='source_image_format', help='Source image format' )
+parser.add_argument( '--target_image', dest='target_image', help='Target image' )
+parser.add_argument( '--target_image_format', dest='target_image_format', help='Target image format' )
+parser.add_argument( '--source_transformation', dest='source_transformation', help='Direct source transformation matrix' )
+parser.add_argument( '--target_transformation', dest='target_transformation', help='Inverse target transformation matrix' )
+parser.add_argument( '--output', dest='output', help='Warping index' )
+
+args = parser.parse_args()
+
+tmp_dir = imagej2_base_utils.get_temp_dir()
+source_image_path = imagej2_base_utils.get_input_image_path( tmp_dir, args.source_image, args.source_image_format )
+target_image_path = imagej2_base_utils.get_input_image_path( tmp_dir, args.target_image, args.target_image_format )
+source_transformation_path = imagej2_base_utils.get_input_image_path( tmp_dir, args.source_transformation, 'txt' )
+target_transformation_path = imagej2_base_utils.get_input_image_path( tmp_dir, args.target_transformation, 'txt' )
+# bUnwarpJ produces several lines of output that we need to discard, so
+# we'll use a temporary output file from which we'll read only the last line.
+tmp_output_path = imagej2_base_utils.get_input_image_path( tmp_dir, args.output, 'txt' )
+
+# Define command response buffers.
+tmp_out = tempfile.NamedTemporaryFile().name
+tmp_stdout = open( tmp_out, 'wb' )
+tmp_err = tempfile.NamedTemporaryFile().name
+tmp_stderr = open( tmp_err, 'wb' )
+
+# Build the command line to calculate the warping index.
+cmd = imagej2_base_utils.get_base_cmd_bunwarpj( None )
+if cmd is None:
+    imagej2_base_utils.stop_err( "bUnwarpJ not found!" )
+cmd += ' -compare_elastic'
+# Target is sent before source.
+cmd += ' %s' % target_image_path
+cmd += ' %s' % source_image_path
+cmd += ' %s' % target_transformation_path
+cmd += ' %s' % source_transformation_path
+cmd += ' > %s' % tmp_output_path
+
+# Calculate the warping index of two elastic transformations using bUnwarpJ.
+proc = subprocess.Popen( args=cmd, stderr=subprocess.PIPE, stdout=subprocess.PIPE, shell=True )
+rc = proc.wait()
+if rc != 0:
+    error_message = imagej2_base_utils.get_stderr_exception( tmp_err, tmp_stderr, tmp_out, tmp_stdout )
+    imagej2_base_utils.stop_err( error_message )
+
+# Example contents of tmp_output_path:
+# ['Target image : ~/tmpKAYF1P.jpg\n',
+#  'Source image : ~/tmpgQX0dy.gif\n',
+#  'Target Transformation file : ~/tmpZJC_4B.txt\n',
+#  'Source Transformation file : ~/tmphsSojl.txt\n',
+#  ' Warping index = 14.87777347388348\n']
+results = open( tmp_output_path, 'r' ).readlines()
+warp_index = results[ -1 ].split( ' ' )[ -1 ]
+outf = open( args.output, 'wb' )
+outf.write( '%s' % warp_index )
+outf.close()
+
+imagej2_base_utils.cleanup_before_exit( tmp_dir )

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_bunwarpj_compare_elastic_raw.py	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,64 @@
+#!/usr/bin/env python
+import argparse
+import subprocess
+import tempfile
+import imagej2_base_utils
+
+# Parse Command Line.
+parser = argparse.ArgumentParser()
+parser.add_argument( '--source_image', dest='source_image', help='Source image' )
+parser.add_argument( '--source_image_format', dest='source_image_format', help='Source image format' )
+parser.add_argument( '--target_image', dest='target_image', help='Target image' )
+parser.add_argument( '--target_image_format', dest='target_image_format', help='Target image format' )
+parser.add_argument( '--target_elastic_transformation', dest='target_elastic_transformation', help='Target elastic transformation matrix' )
+parser.add_argument( '--source_raw_transformation', dest='source_raw_transformation', help='Source raw transformation matrix' )
+parser.add_argument( '--output', dest='output', help='Warping index' )
+
+args = parser.parse_args()
+
+tmp_dir = imagej2_base_utils.get_temp_dir()
+source_image_path = imagej2_base_utils.get_input_image_path( tmp_dir, args.source_image, args.source_image_format )
+target_image_path = imagej2_base_utils.get_input_image_path( tmp_dir, args.target_image, args.target_image_format )
+target_elastic_transformation_path = imagej2_base_utils.get_input_image_path( tmp_dir, args.target_elastic_transformation, 'txt' )
+source_raw_transformation_path = imagej2_base_utils.get_input_image_path( tmp_dir, args.source_raw_transformation, 'txt' )
+# bUnwarpJ produces several lines of output that we need to discard, so
+# we'll use a temporary output file from which we'll read only the last line.
+tmp_output_path = imagej2_base_utils.get_input_image_path( tmp_dir, args.output, 'txt' )
+
+# Define command response buffers.
+tmp_out = tempfile.NamedTemporaryFile().name
+tmp_stdout = open( tmp_out, 'wb' )
+tmp_err = tempfile.NamedTemporaryFile().name
+tmp_stderr = open( tmp_err, 'wb' )
+
+# Build the command line to calculate the warping index.
+cmd = imagej2_base_utils.get_base_cmd_bunwarpj( None )
+if cmd is None:
+    imagej2_base_utils.stop_err( "bUnwarpJ not found!" )
+cmd += ' -compare_elastic_raw'
+cmd += ' %s' % target_image_path
+cmd += ' %s' % source_image_path
+cmd += ' %s' % target_elastic_transformation_path
+cmd += ' %s' % source_raw_transformation_path
+cmd += ' > %s' % tmp_output_path
+
+# Calculate the warping index of elastic and raw transformations using bUnwarpJ.
+proc = subprocess.Popen( args=cmd, stderr=subprocess.PIPE, stdout=subprocess.PIPE, shell=True )
+rc = proc.wait()
+if rc != 0:
+    error_message = imagej2_base_utils.get_stderr_exception( tmp_err, tmp_stderr, tmp_out, tmp_stdout )
+    imagej2_base_utils.stop_err( error_message )
+
+# Example contents of tmp_output_path:
+# ['Target image : ~/tmpHdt9Cs.jpg\n',
+#  'Source image : ~/tmpu6kyfc.gif\n',
+#  'Elastic Transformation file   : ~/tmp4vZurG.txt\n',
+#  'Raw Transformation file : ~/tmp2PNQcT.txt\n',
+#  ' Warping index = 25.007467512204983\n']
+results = open( tmp_output_path, 'r' ).readlines()
+warp_index = results[ -1 ].split( ' ' )[ -1 ]
+outf = open( args.output, 'wb' )
+outf.write( '%s' % warp_index )
+outf.close()
+
+imagej2_base_utils.cleanup_before_exit( tmp_dir )

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_bunwarpj_compare_raw.py	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,64 @@
+#!/usr/bin/env python
+import argparse
+import subprocess
+import tempfile
+import imagej2_base_utils
+
+# Parse Command Line.
+parser = argparse.ArgumentParser()
+parser.add_argument( '--source_image', dest='source_image', help='Source image' )
+parser.add_argument( '--source_image_format', dest='source_image_format', help='Source image format' )
+parser.add_argument( '--target_image', dest='target_image', help='Target image' )
+parser.add_argument( '--target_image_format', dest='target_image_format', help='Target image format' )
+parser.add_argument( '--target_raw_transformation', dest='target_raw_transformation', help='First raw transformation matrix' )
+parser.add_argument( '--source_raw_transformation', dest='source_raw_transformation', help='Second raw transformation matrix' )
+parser.add_argument( '--output', dest='output', help='Warping index' )
+
+args = parser.parse_args()
+
+tmp_dir = imagej2_base_utils.get_temp_dir()
+source_image_path = imagej2_base_utils.get_input_image_path( tmp_dir, args.source_image, args.source_image_format )
+target_image_path = imagej2_base_utils.get_input_image_path( tmp_dir, args.target_image, args.target_image_format )
+target_raw_transformation_path = imagej2_base_utils.get_input_image_path( tmp_dir, args.target_raw_transformation, 'txt' )
+source_raw_transformation_path = imagej2_base_utils.get_input_image_path( tmp_dir, args.source_raw_transformation, 'txt' )
+# bUnwarpJ produces several lines of output that we need to discard, so
+# we'll use a temporary output file from which we'll read only the last line.
+tmp_output_path = imagej2_base_utils.get_input_image_path( tmp_dir, args.output, 'txt' )
+
+# Define command response buffers.
+tmp_out = tempfile.NamedTemporaryFile().name
+tmp_stdout = open( tmp_out, 'wb' )
+tmp_err = tempfile.NamedTemporaryFile().name
+tmp_stderr = open( tmp_err, 'wb' )
+
+# Build the command line to calculate the warping index.
+cmd = imagej2_base_utils.get_base_cmd_bunwarpj( None )
+if cmd is None:
+    imagej2_base_utils.stop_err( "bUnwarpJ not found!" )
+cmd += ' -compare_raw'
+cmd += ' %s' % target_image_path
+cmd += ' %s' % source_image_path
+cmd += ' %s' % target_raw_transformation_path
+cmd += ' %s' % source_raw_transformation_path
+cmd += ' > %s' % tmp_output_path
+
+# Calculate the warping index of two raw transformations using bUnwarpJ.
+proc = subprocess.Popen( args=cmd, stderr=subprocess.PIPE, stdout=subprocess.PIPE, shell=True )
+rc = proc.wait()
+if rc != 0:
+    error_message = imagej2_base_utils.get_stderr_exception( tmp_err, tmp_stderr, tmp_out, tmp_stdout )
+    imagej2_base_utils.stop_err( error_message )
+
+# Example contents of tmp_output_path:
+# ['Target image : ~/tmp5WmDku.jpg\n',
+#  'Source image : ~/tmps74U40.gif\n',
+#  'Target Transformation file : ~/tmpXofC1x.txt\n',
+#  'Source Transformation file : ~/tmpFqNYe4.txt\n',
+#  ' Warping index = 24.111209027033937\n']
+results = open( tmp_output_path, 'r' ).readlines()
+warp_index = results[ -1 ].split( ' ' )[ -1 ]
+outf = open( args.output, 'wb' )
+outf.write( '%s' % warp_index )
+outf.close()
+
+imagej2_base_utils.cleanup_before_exit( tmp_dir )

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_bunwarpj_compare_raw.xml	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,57 @@
+<?xml version='1.0' encoding='UTF-8'?>
+<tool id="imagej2_bunwarpj_compare_raw" name="Compare two raw deformations" version="@WRAPPER_VERSION@.0">
+    <description>by warping index with bUnwarpJ</description>
+    <macros>
+        <import>imagej2_macros.xml</import>
+    </macros>
+    <expand macro="fiji_requirements" />
+    <command>
+<![CDATA[
+    python $__tool_directory__/imagej2_bunwarpj_compare_raw.py
+    --target_image "$target_image"
+    --target_image_format $target_image.ext
+    --source_image "$source_image"
+    --source_image_format $source_image.ext
+    --target_raw_transformation "$target_raw_transformation"
+    --source_raw_transformation "$source_raw_transformation"
+    --output "$output"
+]]>
+    </command>
+    <inputs>
+        <param format="bmp,eps,gif,jpg,pcx,pgm,png,psd,tiff" name="target_image" type="data" label="Target image"/>
+        <param format="bmp,eps,gif,jpg,pcx,pgm,png,psd,tiff" name="source_image" type="data" label="Source image"/>
+        <param format="txt" name="target_raw_transformation" type="data" label="Raw transformation file 1"/>
+        <param format="txt" name="source_raw_transformation" type="data" label="Raw transformation file 2"/>
+    </inputs>
+    <outputs>
+        <data name="output" format="txt" label="${tool.name} (same direction) on ${on_string}: Warping index" />
+    </outputs>
+    <tests>
+        <test>
+            <param name="target_image" value="dotblot.jpg" />
+            <param name="source_image" value="blobs.gif" />
+            <param name="target_raw_transformation" value="target_raw_transformation.txt" />
+            <param name="source_raw_transformation" value="source_raw_transformation.txt" />
+            <output name="output" file="warping_index1.txt" compare="contains" />
+        </test>
+        <test>
+            <param name="target_image" value="dotblot.jpg" />
+            <param name="source_image" value="blobs.gif" />
+            <param name="target_raw_transformation" value="source_raw_transformation.txt" />
+            <param name="source_raw_transformation" value="source_raw_transformation.txt" />
+            <output name="output" file="warping_index2.txt" />
+        </test>
+    </tests>
+    <help>
+**What it does**
+
+<![CDATA[
+Calculates the warping index of two raw transformations (same direction). The transformation
+files must be in "raw" format, which is the same format as the files created with the
+**Convert elastic transformation to raw** tool.
+
+]]>
+
+    </help>
+    <expand macro="bunwarpj_citations" />
+</tool>

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_bunwarpj_compose_elastic.py	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,50 @@
+#!/usr/bin/env python
+import argparse
+import subprocess
+import tempfile
+import imagej2_base_utils
+
+# Parse Command Line.
+parser = argparse.ArgumentParser()
+parser.add_argument( '--source_image', dest='source_image', help='Source image' )
+parser.add_argument( '--source_image_format', dest='source_image_format', help='Source image format' )
+parser.add_argument( '--target_image', dest='target_image', help='Target image' )
+parser.add_argument( '--target_image_format', dest='target_image_format', help='Target image format' )
+parser.add_argument( '--source_elastic_transformation', dest='source_elastic_transformation', help='Direct source transformation matrix' )
+parser.add_argument( '--target_elastic_transformation', dest='target_elastic_transformation', help='Inverse target transformation matrix' )
+parser.add_argument( '--output', dest='output', help='Warping index' )
+
+args = parser.parse_args()
+
+tmp_dir = imagej2_base_utils.get_temp_dir()
+source_image_path = imagej2_base_utils.get_input_image_path( tmp_dir, args.source_image, args.source_image_format )
+target_image_path = imagej2_base_utils.get_input_image_path( tmp_dir, args.target_image, args.target_image_format )
+source_elastic_transformation_path = imagej2_base_utils.get_input_image_path( tmp_dir, args.source_elastic_transformation, 'txt' )
+target_elastic_transformation_path = imagej2_base_utils.get_input_image_path( tmp_dir, args.target_elastic_transformation, 'txt' )
+
+# Define command response buffers.
+tmp_out = tempfile.NamedTemporaryFile().name
+tmp_stdout = open( tmp_out, 'wb' )
+tmp_err = tempfile.NamedTemporaryFile().name
+tmp_stderr = open( tmp_err, 'wb' )
+
+# Build the command line to compose the transformations.
+cmd = imagej2_base_utils.get_base_cmd_bunwarpj( None )
+if cmd is None:
+    imagej2_base_utils.stop_err( "bUnwarpJ not found!" )
+cmd += ' -compose_elastic'
+# Target is sent before source.
+cmd += ' %s' % target_image_path
+cmd += ' %s' % source_image_path
+cmd += ' %s' % target_elastic_transformation_path
+cmd += ' %s' % source_elastic_transformation_path
+cmd += ' %s' % args.output
+
+# Compose the two elastic transformations into a raw transformation using bUnwarpJ.
+proc = subprocess.Popen( args=cmd, stderr=subprocess.PIPE, stdout=subprocess.PIPE, shell=True )
+rc = proc.wait()
+if rc != 0:
+    error_message = imagej2_base_utils.get_stderr_exception( tmp_err, tmp_stderr, tmp_out, tmp_stdout )
+    imagej2_base_utils.stop_err( error_message )
+
+imagej2_base_utils.cleanup_before_exit( tmp_dir )

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_bunwarpj_compose_raw.py	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,50 @@
+#!/usr/bin/env python
+import argparse
+import subprocess
+import tempfile
+import imagej2_base_utils
+
+# Parse Command Line.
+parser = argparse.ArgumentParser()
+parser.add_argument( '--source_image', dest='source_image', help='Source image' )
+parser.add_argument( '--source_image_format', dest='source_image_format', help='Source image format' )
+parser.add_argument( '--target_image', dest='target_image', help='Target image' )
+parser.add_argument( '--target_image_format', dest='target_image_format', help='Target image format' )
+parser.add_argument( '--source_raw_transformation', dest='source_raw_transformation', help='Direct source transformation matrix' )
+parser.add_argument( '--target_raw_transformation', dest='target_raw_transformation', help='Inverse target transformation matrix' )
+parser.add_argument( '--output', dest='output', help='Warping index' )
+
+args = parser.parse_args()
+
+tmp_dir = imagej2_base_utils.get_temp_dir()
+source_image_path = imagej2_base_utils.get_input_image_path( tmp_dir, args.source_image, args.source_image_format )
+target_image_path = imagej2_base_utils.get_input_image_path( tmp_dir, args.target_image, args.target_image_format )
+source_raw_transformation_path = imagej2_base_utils.get_input_image_path( tmp_dir, args.source_raw_transformation, 'txt' )
+target_raw_transformation_path = imagej2_base_utils.get_input_image_path( tmp_dir, args.target_raw_transformation, 'txt' )
+
+# Define command response buffers.
+tmp_out = tempfile.NamedTemporaryFile().name
+tmp_stdout = open( tmp_out, 'wb' )
+tmp_err = tempfile.NamedTemporaryFile().name
+tmp_stderr = open( tmp_err, 'wb' )
+
+# Build the command line to compose the two raw transformations.
+cmd = imagej2_base_utils.get_base_cmd_bunwarpj( None )
+if cmd is None:
+    imagej2_base_utils.stop_err( "bUnwarpJ not found!" )
+cmd += ' -compose_raw'
+# Target is sent before source.
+cmd += ' %s' % target_image_path
+cmd += ' %s' % source_image_path
+cmd += ' %s' % target_raw_transformation_path
+cmd += ' %s' % source_raw_transformation_path
+cmd += ' %s' % args.output
+
+# Compose the two raw transformations into another raw transformation using bUnwarpJ.
+proc = subprocess.Popen( args=cmd, stderr=subprocess.PIPE, stdout=subprocess.PIPE, shell=True )
+rc = proc.wait()
+if rc != 0:
+    error_message = imagej2_base_utils.get_stderr_exception( tmp_err, tmp_stderr, tmp_out, tmp_stdout )
+    imagej2_base_utils.stop_err( error_message )
+
+imagej2_base_utils.cleanup_before_exit( tmp_dir )

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_bunwarpj_compose_raw_elastic.py	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,50 @@
+#!/usr/bin/env python
+import argparse
+import subprocess
+import tempfile
+import imagej2_base_utils
+
+# Parse Command Line.
+parser = argparse.ArgumentParser()
+parser.add_argument( '--source_image', dest='source_image', help='Source image' )
+parser.add_argument( '--source_image_format', dest='source_image_format', help='Source image format' )
+parser.add_argument( '--target_image', dest='target_image', help='Target image' )
+parser.add_argument( '--target_image_format', dest='target_image_format', help='Target image format' )
+parser.add_argument( '--source_elastic_transformation', dest='source_elastic_transformation', help='Direct source transformation matrix' )
+parser.add_argument( '--target_raw_transformation', dest='target_raw_transformation', help='Inverse target transformation matrix' )
+parser.add_argument( '--output', dest='output', help='Warping index' )
+
+args = parser.parse_args()
+
+tmp_dir = imagej2_base_utils.get_temp_dir()
+source_image_path = imagej2_base_utils.get_input_image_path( tmp_dir, args.source_image, args.source_image_format )
+target_image_path = imagej2_base_utils.get_input_image_path( tmp_dir, args.target_image, args.target_image_format )
+source_elastic_transformation_path = imagej2_base_utils.get_input_image_path( tmp_dir, args.source_elastic_transformation, 'txt' )
+target_raw_transformation_path = imagej2_base_utils.get_input_image_path( tmp_dir, args.target_raw_transformation, 'txt' )
+
+# Define command response buffers.
+tmp_out = tempfile.NamedTemporaryFile().name
+tmp_stdout = open( tmp_out, 'wb' )
+tmp_err = tempfile.NamedTemporaryFile().name
+tmp_stderr = open( tmp_err, 'wb' )
+
+# Build the command line to compose the raw and elastic transformations.
+cmd = imagej2_base_utils.get_base_cmd_bunwarpj( None )
+if cmd is None:
+    imagej2_base_utils.stop_err( "bUnwarpJ not found!" )
+cmd += ' -compose_raw_elastic'
+# Target is sent before source.
+cmd += ' %s' % target_image_path
+cmd += ' %s' % source_image_path
+cmd += ' %s' % target_raw_transformation_path
+cmd += ' %s' % source_elastic_transformation_path
+cmd += ' %s' % args.output
+
+# Compose the raw and elastic transformations into another raw transformation using bUnwarpJ.
+proc = subprocess.Popen( args=cmd, stderr=subprocess.PIPE, stdout=subprocess.PIPE, shell=True )
+rc = proc.wait()
+if rc != 0:
+    error_message = imagej2_base_utils.get_stderr_exception( tmp_err, tmp_stderr, tmp_out, tmp_stdout )
+    imagej2_base_utils.stop_err( error_message )
+
+imagej2_base_utils.cleanup_before_exit( tmp_dir )

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_bunwarpj_convert_to_raw.py	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,47 @@
+#!/usr/bin/env python
+import argparse
+import subprocess
+import tempfile
+import imagej2_base_utils
+
+# Parse Command Line.
+parser = argparse.ArgumentParser()
+parser.add_argument( '--source_image', dest='source_image', help='Source image' )
+parser.add_argument( '--source_image_format', dest='source_image_format', help='Source image format' )
+parser.add_argument( '--target_image', dest='target_image', help='Target image' )
+parser.add_argument( '--target_image_format', dest='target_image_format', help='Target image format' )
+parser.add_argument( '--elastic_transformation', dest='elastic_transformation', help='Elastic transformation as saved by bUnwarpJ in elastic format' )
+parser.add_argument( '--raw_transformation', dest='raw_transformation', help='Raw transformation' )
+
+args = parser.parse_args()
+
+tmp_dir = imagej2_base_utils.get_temp_dir()
+source_image_path = imagej2_base_utils.get_input_image_path( tmp_dir, args.source_image, args.source_image_format )
+target_image_path = imagej2_base_utils.get_input_image_path( tmp_dir, args.target_image, args.target_image_format )
+elastic_transformation_path = imagej2_base_utils.get_input_image_path( tmp_dir, args.elastic_transformation, 'txt' )
+
+# Define command response buffers.
+tmp_out = tempfile.NamedTemporaryFile().name
+tmp_stdout = open( tmp_out, 'wb' )
+tmp_err = tempfile.NamedTemporaryFile().name
+tmp_stderr = open( tmp_err, 'wb' )
+
+# Build the command line to convert the B-spline (i.e., elastic) transformation to raw.
+cmd = imagej2_base_utils.get_base_cmd_bunwarpj( None )
+if cmd is None:
+    imagej2_base_utils.stop_err( "bUnwarpJ not found!" )
+cmd += ' -convert_to_raw'
+# Target is sent before source.
+cmd += ' %s' % target_image_path
+cmd += ' %s' % source_image_path
+cmd += ' %s' % elastic_transformation_path
+cmd += ' %s' % args.raw_transformation
+
+# Convert the elastic transformation to raw using bUnwarpJ.
+proc = subprocess.Popen( args=cmd, stderr=tmp_stderr, stdout=tmp_stdout, shell=True )
+rc = proc.wait()
+if rc != 0:
+    error_message = imagej2_base_utils.get_stderr_exception( tmp_err, tmp_stderr, tmp_out, tmp_stdout )
+    imagej2_base_utils.stop_err( error_message )
+
+imagej2_base_utils.cleanup_before_exit( tmp_dir )

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_bunwarpj_elastic_transform.py	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,73 @@
+#!/usr/bin/env python
+import argparse
+import shutil
+import subprocess
+import tempfile
+import imagej2_base_utils
+
+# Parse Command Line.
+parser = argparse.ArgumentParser()
+parser.add_argument( '--source_image', dest='source_image', help='Source image' )
+parser.add_argument( '--source_image_format', dest='source_image_format', help='Source image format' )
+parser.add_argument( '--target_image', dest='target_image', help='Target image' )
+parser.add_argument( '--target_image_format', dest='target_image_format', help='Target image format' )
+parser.add_argument( '--elastic_transformation', dest='elastic_transformation', help='Elastic transformation as saved by bUnwarpJ in elastic format' )
+parser.add_argument( '--source_out', help='Output source image' )
+parser.add_argument( '--source_out_datatype', help='Output registered source image format' )
+parser.add_argument( '--jython_script', dest='jython_script', help='Path to the Jython script' )
+
+args = parser.parse_args()
+
+tmp_dir = imagej2_base_utils.get_temp_dir()
+source_image_path = imagej2_base_utils.get_input_image_path( tmp_dir, args.source_image, args.source_image_format )
+tmp_source_out_tiff_path = imagej2_base_utils.get_temporary_image_path( tmp_dir, 'tiff' )
+tmp_source_out_path = imagej2_base_utils.get_temporary_image_path( tmp_dir, args.source_out_datatype )
+target_image_path = imagej2_base_utils.get_input_image_path( tmp_dir, args.target_image, args.target_image_format )
+elastic_transformation_path = imagej2_base_utils.get_input_image_path( tmp_dir, args.elastic_transformation, 'txt' )
+
+# Define command response buffers.
+tmp_out = tempfile.NamedTemporaryFile().name
+tmp_stdout = open( tmp_out, 'wb' )
+tmp_err = tempfile.NamedTemporaryFile().name
+tmp_stderr = open( tmp_err, 'wb' )
+
+# Build the command line to apply the transformation.
+cmd = imagej2_base_utils.get_base_cmd_bunwarpj( None )
+if cmd is None:
+    imagej2_base_utils.stop_err( "bUnwarpJ not found!" )
+cmd += ' -elastic_transform'
+# Target is sent before source.
+cmd += ' %s' % target_image_path
+cmd += ' %s' % source_image_path
+cmd += ' %s' % elastic_transformation_path
+cmd += ' %s' % tmp_source_out_tiff_path
+
+# Apply the elastic transformation using bUnwarpJ.
+proc = subprocess.Popen( args=cmd, stderr=tmp_stderr, stdout=tmp_stdout, shell=True )
+rc = proc.wait()
+if rc != 0:
+    error_message = imagej2_base_utils.get_stderr_exception( tmp_err, tmp_stderr, tmp_out, tmp_stdout )
+    imagej2_base_utils.stop_err( error_message )
+
+# Convert the registered image to the specified output format.
+tmp_out = tempfile.NamedTemporaryFile().name
+tmp_stdout = open( tmp_out, 'wb' )
+tmp_err = tempfile.NamedTemporaryFile().name
+tmp_stderr = open( tmp_err, 'wb' )
+
+cmd = imagej2_base_utils.get_base_command_imagej2( None, jython_script=args.jython_script )
+if cmd is None:
+    imagej2_base_utils.stop_err( "ImageJ not found!" )
+cmd += ' %s %s %s' % ( tmp_source_out_tiff_path,
+                       args.source_out_datatype,
+                       tmp_source_out_path )
+
+proc = subprocess.Popen( args=cmd, stderr=tmp_stderr, stdout=tmp_stdout, shell=True )
+rc = proc.wait()
+if rc != 0:
+    error_message = imagej2_base_utils.get_stderr_exception( tmp_err, tmp_stderr, tmp_out, tmp_stdout )
+    imagej2_base_utils.stop_err( error_message )
+
+# Save the Registered Source Image to the defined output.
+shutil.move( tmp_source_out_path, args.source_out )
+imagej2_base_utils.cleanup_before_exit( tmp_dir )

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_bunwarpj_elastic_transform_jython_script.py	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,16 @@
+import sys
+import jython_utils
+from ij import IJ
+
+# Fiji Jython interpreter implements Python 2.5 which does not
+# provide support for argparse.
+
+source_tiff_path = sys.argv[ -3 ]
+source_datatype = sys.argv[ -2 ]
+source_path = sys.argv[ -1 ]
+
+# Save the Registered Source Image.
+registered_source_image = IJ.openImage( source_tiff_path )
+if source_datatype == 'tiff':
+    registered_source_image = jython_utils.convert_before_saving_as_tiff( registered_source_image )
+IJ.saveAs( registered_source_image, source_datatype, source_path )

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_bunwarpj_raw_transform.py	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,73 @@
+#!/usr/bin/env python
+import argparse
+import shutil
+import subprocess
+import tempfile
+import imagej2_base_utils
+
+# Parse Command Line.
+parser = argparse.ArgumentParser()
+parser.add_argument( '--source_image', dest='source_image', help='Source image' )
+parser.add_argument( '--source_image_format', dest='source_image_format', help='Source image format' )
+parser.add_argument( '--target_image', dest='target_image', help='Target image' )
+parser.add_argument( '--target_image_format', dest='target_image_format', help='Target image format' )
+parser.add_argument( '--raw_transformation', dest='raw_transformation', help='Raw transformation as saved by bUnwarpJ' )
+parser.add_argument( '--source_out', help='Output source image' )
+parser.add_argument( '--source_out_datatype', help='Output registered source image format' )
+parser.add_argument( '--jython_script', dest='jython_script', help='Path to the Jython script' )
+
+args = parser.parse_args()
+
+tmp_dir = imagej2_base_utils.get_temp_dir()
+source_image_path = imagej2_base_utils.get_input_image_path( tmp_dir, args.source_image, args.source_image_format )
+tmp_source_out_tiff_path = imagej2_base_utils.get_temporary_image_path( tmp_dir, 'tiff' )
+tmp_source_out_path = imagej2_base_utils.get_temporary_image_path( tmp_dir, args.source_out_datatype )
+target_image_path = imagej2_base_utils.get_input_image_path( tmp_dir, args.target_image, args.target_image_format )
+raw_transformation_path = imagej2_base_utils.get_input_image_path( tmp_dir, args.raw_transformation, 'txt' )
+
+# Define command response buffers.
+tmp_out = tempfile.NamedTemporaryFile().name
+tmp_stdout = open( tmp_out, 'wb' )
+tmp_err = tempfile.NamedTemporaryFile().name
+tmp_stderr = open( tmp_err, 'wb' )
+
+# Build the command line to apply the raw transformation.
+cmd = imagej2_base_utils.get_base_cmd_bunwarpj( None )
+if cmd is None:
+    imagej2_base_utils.stop_err( "bUnwarpJ not found!" )
+cmd += ' -raw_transform'
+# Target is sent before source.
+cmd += ' %s' % target_image_path
+cmd += ' %s' % source_image_path
+cmd += ' %s' % raw_transformation_path
+cmd += ' %s' % tmp_source_out_tiff_path
+
+# Apply the raw transformation using bUnwarpJ.
+proc = subprocess.Popen( args=cmd, stderr=tmp_stderr, stdout=tmp_stdout, shell=True )
+rc = proc.wait()
+if rc != 0:
+    error_message = imagej2_base_utils.get_stderr_exception( tmp_err, tmp_stderr, tmp_out, tmp_stdout )
+    imagej2_base_utils.stop_err( error_message )
+
+# Convert the registered image to the specified output format.
+tmp_out = tempfile.NamedTemporaryFile().name
+tmp_stdout = open( tmp_out, 'wb' )
+tmp_err = tempfile.NamedTemporaryFile().name
+tmp_stderr = open( tmp_err, 'wb' )
+
+cmd = imagej2_base_utils.get_base_command_imagej2( None, jython_script=args.jython_script )
+if cmd is None:
+    imagej2_base_utils.stop_err( "ImageJ not found!" )
+cmd += ' %s %s %s' % ( tmp_source_out_tiff_path,
+                       args.source_out_datatype,
+                       tmp_source_out_path )
+
+proc = subprocess.Popen( args=cmd, stderr=tmp_stderr, stdout=tmp_stdout, shell=True )
+rc = proc.wait()
+if rc != 0:
+    error_message = imagej2_base_utils.get_stderr_exception( tmp_err, tmp_stderr, tmp_out, tmp_stdout )
+    imagej2_base_utils.stop_err( error_message )
+
+# Save the Registered Source Image to the defined output.
+shutil.move( tmp_source_out_path, args.source_out )
+imagej2_base_utils.cleanup_before_exit( tmp_dir )

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_bunwarpj_raw_transform_jython_script.py	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,16 @@
+import sys
+import jython_utils
+from ij import IJ
+
+# Fiji Jython interpreter implements Python 2.5 which does not
+# provide support for argparse.
+
+source_tiff_path = sys.argv[ -3 ]
+source_datatype = sys.argv[ -2 ]
+source_path = sys.argv[ -1 ]
+
+# Save the Registered Source Image.
+registered_source_image = IJ.openImage( source_tiff_path )
+if source_datatype == 'tiff':
+    registered_source_image = jython_utils.convert_before_saving_as_tiff( registered_source_image )
+IJ.saveAs( registered_source_image, source_datatype, source_path )

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_create_image.py	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,40 @@
+#!/usr/bin/env python
+import argparse
+import shutil
+import subprocess
+import tempfile
+import imagej2_base_utils
+
+if __name__=="__main__":
+    # Parse Command Line.
+    parser = argparse.ArgumentParser()
+    parser.add_argument( '--width', dest='width', type=int, help='Image width in pixels' )
+    parser.add_argument( '--height', dest='height', type=int, help='Image height in pixels' )
+    parser.add_argument( '--depth', dest='depth', type=int, help='Image depth (specifies the number of stack slices)' )
+    parser.add_argument( '--image_type', dest='image_type', help='Image type' )
+    parser.add_argument( '--image_title', dest='image_title', default='', help='Image title' )
+    parser.add_argument( '--output_datatype', dest='output_datatype', help='Output image format' )
+    parser.add_argument( '--jython_script', dest='jython_script', help='Path to the Jython script' )
+    parser.add_argument( '--out_fname', help='Path to the output file' )
+    args = parser.parse_args()
+
+    tmp_dir = imagej2_base_utils.get_temp_dir()
+    tmp_image_path = imagej2_base_utils.get_temporary_image_path( tmp_dir, args.output_datatype )
+
+    # Define command response buffers.
+    tmp_out = tempfile.NamedTemporaryFile().name
+    tmp_stdout = open( tmp_out, 'wb' )
+    tmp_err = tempfile.NamedTemporaryFile().name
+    tmp_stderr = open( tmp_err, 'wb' )
+    # Build the command line.
+    cmd = imagej2_base_utils.get_base_command_imagej2( None, jython_script=args.jython_script )
+    if cmd is None:
+        imagej2_base_utils.stop_err( "ImageJ not found!" )
+    cmd += ' %s %d %d %d %s %s' % ( args.image_title, args.width, args.height, args.depth, args.image_type, tmp_image_path )
+    proc = subprocess.Popen( args=cmd, stderr=tmp_stderr, stdout=tmp_stdout, shell=True )
+    rc = proc.wait()
+    if rc != 0:
+        error_message = imagej2_base_utils.get_stderr_exception( tmp_err, tmp_stderr, tmp_out, tmp_stdout )
+        imagej2_base_utils.stop_err( error_message )
+    shutil.move( tmp_image_path, args.out_fname )
+    imagej2_base_utils.cleanup_before_exit( tmp_dir )

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_create_image_jython_script.py	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,14 @@
+import sys
+from ij import IJ
+
+# Fiji Jython interpreter implements Python 2.5 which does not
+# provide support for argparse.
+title = sys.argv[ -6 ]
+width = int( sys.argv[ -5 ] )
+height = int( sys.argv[ -4 ] )
+depth = int( sys.argv[ -3 ] )
+type = sys.argv[ -2 ].replace( '_', ' ' )
+tmp_image_path = sys.argv[ -1 ]
+
+imp = IJ.newImage( title, type, width, height, depth )
+IJ.save( imp, "%s" % tmp_image_path )

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_enhance_contrast.py	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,63 @@
+#!/usr/bin/env python
+import argparse
+import os
+import shutil
+import subprocess
+import tempfile
+import imagej2_base_utils
+
+parser = argparse.ArgumentParser()
+parser.add_argument( '--input', dest='input', help='Path to the input file' )
+parser.add_argument( '--input_datatype', dest='input_datatype', help='Datatype of the input image' )
+parser.add_argument( '--equalize_histogram', dest='equalize_histogram', help='Equalize_histogram' )
+parser.add_argument( '--saturated_pixels', dest='saturated_pixels', type=float, default=None, help='Saturated pixel pct' )
+parser.add_argument( '--normalize', dest='normalize', help='Normalize' )
+parser.add_argument( '--jython_script', dest='jython_script', help='Path to the Jython script' )
+parser.add_argument( '--output', dest='output', help='Path to the output file' )
+parser.add_argument( '--output_datatype', dest='output_datatype', help='Datatype of the output image' )
+args = parser.parse_args()
+
+tmp_dir = imagej2_base_utils.get_temp_dir()
+# ImageJ expects valid image file extensions, so the Galaxy .dat extension does not
+# work for some features.  The following creates a symlink with an appropriate file
+# extension that points to the Galaxy dataset.  This symlink is used by ImageJ.
+tmp_input_path = imagej2_base_utils.get_input_image_path( tmp_dir, args.input, args.input_datatype )
+tmp_output_path = imagej2_base_utils.get_temporary_image_path( tmp_dir, args.output_datatype )
+
+# Define command response buffers.
+tmp_out = tempfile.NamedTemporaryFile().name
+tmp_stdout = open( tmp_out, 'wb' )
+tmp_err = tempfile.NamedTemporaryFile().name
+tmp_stderr = open( tmp_err, 'wb' )
+# Java writes a lot of stuff to stderr, so we'll specify a file for handling actual errors.
+error_log = tempfile.NamedTemporaryFile( delete=False ).name
+
+# Build the command line.
+cmd = imagej2_base_utils.get_base_command_imagej2( None, jython_script=args.jython_script )
+if cmd is None:
+    imagej2_base_utils.stop_err( "ImageJ not found!" )
+cmd += ' %s' % error_log
+cmd += ' %s' % tmp_input_path
+cmd += ' %s' % args.equalize_histogram
+cmd += imagej2_base_utils.handle_none_type( args.saturated_pixels )
+cmd += ' %s' % args.normalize
+cmd += ' %s' % tmp_output_path
+cmd += ' %s' % args.output_datatype
+
+# Run the command.
+proc = subprocess.Popen( args=cmd, stderr=tmp_stderr, stdout=tmp_stdout, shell=True )
+rc = proc.wait()
+
+# Handle execution errors.
+if rc != 0:
+    error_message = imagej2_base_utils.get_stderr_exception( tmp_err, tmp_stderr, tmp_out, tmp_stdout )
+    imagej2_base_utils.stop_err( error_message )
+
+# Handle processing errors.
+if os.path.getsize( error_log ) > 0:
+    error_message = open( error_log, 'r' ).read()
+    imagej2_base_utils.stop_err( error_message )
+
+# Save the output image.
+shutil.move( tmp_output_path, args.output )
+imagej2_base_utils.cleanup_before_exit( tmp_dir )

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_enhance_contrast_jython_script.py	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,42 @@
+import jython_utils
+import sys
+from ij import IJ
+
+# Fiji Jython interpreter implements Python 2.5 which does not
+# provide support for argparse.
+error_log = sys.argv[ -7 ]
+input = sys.argv[ -6 ]
+equalize_histogram = jython_utils.asbool( sys.argv[ -5 ] )
+saturated_pixels = sys.argv[ -4 ]
+normalize = jython_utils.asbool( sys.argv[ -3 ] )
+tmp_output_path = sys.argv[ -2 ]
+output_datatype = sys.argv[ -1 ]
+
+# Open the input image file.
+input_image_plus = IJ.openImage( input )
+
+# Create a copy of the image.
+input_image_plus_copy = input_image_plus.duplicate()
+image_processor_copy = input_image_plus_copy.getProcessor()
+bit_depth = image_processor_copy.getBitDepth()
+
+# Set the options
+options = []
+# If equalize_histogram, saturated_pixels and normalize are ignored.
+if equalize_histogram:
+    options.append( 'equalize' )
+else:
+    if saturated_pixels not in [ None, 'None' ]:
+        # Fiji allows only a single decimal place for this value.
+        options.append( 'saturated=%.3f' % float( saturated_pixels ) )
+    # Normalization of RGB images is not supported.
+    if bit_depth != 24 and normalize:
+        options.append( 'normalize' )
+try:
+    # Run the command.
+    options = "%s" % ' '.join( options )
+    IJ.run( input_image_plus_copy, "Enhance Contrast...", options )
+    # Save the ImagePlus object as a new image.
+    IJ.saveAs( input_image_plus_copy, output_datatype, tmp_output_path )
+except Exception, e:
+    jython_utils.handle_error( error_log, str( e ) )

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_find_edges.py	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,57 @@
+#!/usr/bin/env python
+import argparse
+import os
+import shutil
+import subprocess
+import tempfile
+import imagej2_base_utils
+
+parser = argparse.ArgumentParser()
+parser.add_argument( '--input', dest='input', help='Path to the input file' )
+parser.add_argument( '--input_datatype', dest='input_datatype', help='Datatype of the input image' )
+parser.add_argument( '--jython_script', dest='jython_script', help='Path to the Jython script' )
+parser.add_argument( '--output', dest='output', help='Path to the output file' )
+parser.add_argument( '--output_datatype', dest='output_datatype', help='Datatype of the output image' )
+args = parser.parse_args()
+
+tmp_dir = imagej2_base_utils.get_temp_dir()
+# ImageJ expects valid image file extensions, so the Galaxy .dat extension does not
+# work for some features.  The following creates a symlink with an appropriate file
+# extension that points to the Galaxy dataset.  This symlink is used by ImageJ.
+tmp_input_path = imagej2_base_utils.get_input_image_path( tmp_dir, args.input, args.input_datatype )
+tmp_output_path = imagej2_base_utils.get_temporary_image_path( tmp_dir, args.output_datatype )
+
+# Define command response buffers.
+tmp_out = tempfile.NamedTemporaryFile().name
+tmp_stdout = open( tmp_out, 'wb' )
+tmp_err = tempfile.NamedTemporaryFile().name
+tmp_stderr = open( tmp_err, 'wb' )
+# Java writes a lot of stuff to stderr, so we'll specify a file for handling actual errors.
+error_log = tempfile.NamedTemporaryFile( delete=False ).name
+
+# Build the command line.
+cmd = imagej2_base_utils.get_base_command_imagej2( None, jython_script=args.jython_script )
+if cmd is None:
+    imagej2_base_utils.stop_err( "ImageJ not found!" )
+cmd += ' %s' % error_log
+cmd += ' %s' % tmp_input_path
+cmd += ' %s' % tmp_output_path
+cmd += ' %s' % args.output_datatype
+
+# Run the command.
+proc = subprocess.Popen( args=cmd, stderr=tmp_stderr, stdout=tmp_stdout, shell=True )
+rc = proc.wait()
+
+# Handle execution errors.
+if rc != 0:
+    error_message = imagej2_base_utils.get_stderr_exception( tmp_err, tmp_stderr, tmp_out, tmp_stdout )
+    imagej2_base_utils.stop_err( error_message )
+
+# Handle processing errors.
+if os.path.getsize( error_log ) > 0:
+    error_message = open( error_log, 'r' ).read()
+    imagej2_base_utils.stop_err( error_message )
+
+# Save the output image.
+shutil.move( tmp_output_path, args.output )
+imagej2_base_utils.cleanup_before_exit( tmp_dir )

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_find_edges_jython_script.py	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,25 @@
+import jython_utils
+import sys
+from ij import IJ
+
+# Fiji Jython interpreter implements Python 2.5 which does not
+# provide support for argparse.
+error_log = sys.argv[ -4 ]
+input = sys.argv[ -3 ]
+tmp_output_path = sys.argv[ -2 ]
+output_datatype = sys.argv[ -1 ]
+
+# Open the input image file.
+input_image_plus = IJ.openImage( input )
+
+# Create a copy of the image.
+input_image_plus_copy = input_image_plus.duplicate()
+image_processor_copy = input_image_plus_copy.getProcessor()
+
+try:
+    # Run the command.
+    IJ.run( input_image_plus_copy, "Find Edges", "" )
+    # Save the ImagePlus object as a new image.
+    IJ.saveAs( input_image_plus_copy, output_datatype, tmp_output_path )
+except Exception, e:
+    jython_utils.handle_error( error_log, str( e ) )

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_find_maxima.py	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,69 @@
+#!/usr/bin/env python
+import argparse
+import os
+import shutil
+import subprocess
+import tempfile
+import imagej2_base_utils
+
+parser = argparse.ArgumentParser()
+parser.add_argument( '--input', dest='input', help='Path to the input file' )
+parser.add_argument( '--input_datatype', dest='input_datatype', help='Datatype of the input image' )
+parser.add_argument( '--scale_when_converting', dest='scale_when_converting', help='Scale when converting RGB image' )
+parser.add_argument( '--weighted_rgb_conversions', dest='weighted_rgb_conversions', help='Weighted RGB conversions for RGB image' )
+parser.add_argument( '--noise_tolerance', dest='noise_tolerance', type=int, help='Noise tolerance' )
+parser.add_argument( '--output_type', dest='output_type', help='Output type' )
+parser.add_argument( '--exclude_edge_maxima', dest='exclude_edge_maxima', help='Exclude edge maxima' )
+parser.add_argument( '--light_background', dest='light_background', help='Light background' )
+parser.add_argument( '--jython_script', dest='jython_script', help='Path to the Jython script' )
+parser.add_argument( '--output', dest='output', help='Path to the output file' )
+parser.add_argument( '--output_datatype', dest='output_datatype', help='Datatype of the output image' )
+args = parser.parse_args()
+
+tmp_dir = imagej2_base_utils.get_temp_dir()
+# ImageJ expects valid image file extensions, so the Galaxy .dat extension does not
+# work for some features.  The following creates a symlink with an appropriate file
+# extension that points to the Galaxy dataset.  This symlink is used by ImageJ.
+tmp_input_path = imagej2_base_utils.get_input_image_path( tmp_dir, args.input, args.input_datatype )
+tmp_output_path = imagej2_base_utils.get_temporary_image_path( tmp_dir, args.output_datatype )
+
+# Define command response buffers.
+tmp_out = tempfile.NamedTemporaryFile().name
+tmp_stdout = open( tmp_out, 'wb' )
+tmp_err = tempfile.NamedTemporaryFile().name
+tmp_stderr = open( tmp_err, 'wb' )
+# Java writes a lot of stuff to stderr, so we'll specify a file for handling actual errors.
+error_log = tempfile.NamedTemporaryFile( delete=False ).name
+
+# Build the command line.
+cmd = imagej2_base_utils.get_base_command_imagej2( None, jython_script=args.jython_script )
+if cmd is None:
+    imagej2_base_utils.stop_err( "ImageJ not found!" )
+cmd += ' %s' % error_log
+cmd += ' %s' % tmp_input_path
+cmd += ' %s' % args.scale_when_converting
+cmd += ' %s' % args.weighted_rgb_conversions
+cmd += ' %d' % args.noise_tolerance
+cmd += ' %s' % args.output_type
+cmd += ' %s' % args.exclude_edge_maxima
+cmd += ' %s' % args.light_background
+cmd += ' %s' % tmp_output_path
+cmd += ' %s' % args.output_datatype
+
+# Run the command.
+proc = subprocess.Popen( args=cmd, stderr=tmp_stderr, stdout=tmp_stdout, shell=True )
+rc = proc.wait()
+
+# Handle execution errors.
+if rc != 0:
+    error_message = imagej2_base_utils.get_stderr_exception( tmp_err, tmp_stderr, tmp_out, tmp_stdout )
+    imagej2_base_utils.stop_err( error_message )
+
+# Handle processing errors.
+if os.path.getsize( error_log ) > 0:
+    error_message = open( error_log, 'r' ).read()
+    imagej2_base_utils.stop_err( error_message )
+
+# Save the output image.
+shutil.move( tmp_output_path, args.output )
+imagej2_base_utils.cleanup_before_exit( tmp_dir )

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_find_maxima_jython_script.py	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,94 @@
+import sys
+import jython_utils
+from ij import ImagePlus, IJ
+from ij.plugin.filter import Analyzer, MaximumFinder
+from ij.process import ImageProcessor
+from jarray import array
+
+# Fiji Jython interpreter implements Python 2.5 which does not
+# provide support for argparse.
+error_log = sys.argv[ -10 ]
+input = sys.argv[ -9 ]
+scale_when_converting = jython_utils.asbool( sys.argv[ -8 ] )
+weighted_rgb_conversions = jython_utils.asbool( sys.argv[ -7 ] )
+noise_tolerance = int( sys.argv[ -6 ] )
+output_type = sys.argv[ -5 ]
+exclude_edge_maxima = jython_utils.asbool( sys.argv[ -4 ] )
+light_background = jython_utils.asbool( sys.argv[ -3 ] )
+tmp_output_path = sys.argv[ -2 ]
+output_datatype = sys.argv[ -1 ]
+
+# Open the input image file.
+input_image_plus = IJ.openImage( input )
+
+# Create a copy of the image.
+input_image_plus_copy = input_image_plus.duplicate()
+image_processor_copy = input_image_plus_copy.getProcessor()
+bit_depth = image_processor_copy.getBitDepth()
+analyzer = Analyzer( input_image_plus_copy )
+
+try:
+    # Set the conversion options.
+    options = []
+    # The following 2 options are applicable only to RGB images.
+    if bit_depth == 24:
+        if scale_when_converting:
+            option.append( "scale" )
+        if weighted_rgb_conversions:
+            options.append( "weighted" )
+    # Perform conversion - must happen even if no options are set.
+    IJ.run( input_image_plus_copy, "Conversions...", "%s" % " ".join( options ) )
+    if output_type in [ 'List', 'Count' ]:
+        # W're  generating a tabular file for the output.
+        # Set the Find Maxima options.
+        options = [ 'noise=%d' % noise_tolerance ]
+        if output_type.find( '_' ) > 0:
+            output_type_str = 'output=[%s]' % output_type.replace( '_', ' ' )
+        else:
+            output_type_str = 'output=%s' % output_type
+        options.append( output_type_str )
+        if exclude_edge_maxima:
+            options.append( 'exclude' )
+        if light_background:
+            options.append( 'light' )
+        # Run the command.
+        IJ.run( input_image_plus_copy, "Find Maxima...", "%s" % " ".join( options ) )
+        results_table = analyzer.getResultsTable()
+        results_table.saveAs( tmp_output_path )
+    else:
+        # Find the maxima of an image (does not find minima).
+        # LIMITATIONS: With output_type=Segmented_Particles
+        # (watershed segmentation), some segmentation lines
+        # may be improperly placed if local maxima are suppressed
+        # by the tolerance.
+        mf = MaximumFinder()
+        if output_type == 'Single_Points':
+            output_type_param = mf.SINGLE_POINTS
+        elif output_type == 'Maxima_Within_Tolerance':
+            output_type_param = mf.IN_TOLERANCE
+        elif output_type == 'Segmented_Particles':
+            output_type_param = mf.SEGMENTED
+        elif output_type == 'List':
+            output_type_param = mf.LIST
+        elif output_type == 'Count':
+            output_type_param = mf.COUNT
+        # Get a new byteProcessor with a normal (uninverted) LUT where
+        # the marked points are set to 255 (Background 0). Pixels outside
+        # of the roi of the input image_processor_copy are not set. No
+        # output image is created for output types POINT_SELECTION, LIST
+        # and COUNT.  In these cases findMaxima returns null.
+        byte_processor = mf.findMaxima( image_processor_copy,
+                                        noise_tolerance,
+                                        ImageProcessor.NO_THRESHOLD,
+                                        output_type_param,
+                                        exclude_edge_maxima,
+                                        False )
+        # Invert the image or ROI.
+        byte_processor.invert()
+        if output_type == 'Segmented_Particles' and not light_background:
+            # Invert the values in this image's LUT (indexed color model).
+            byte_processor.invertLut()
+        image_plus = ImagePlus( "output", byte_processor )
+        IJ.saveAs( image_plus, output_datatype, tmp_output_path )
+except Exception, e:
+    jython_utils.handle_error( error_log, str( e ) )

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_macros.xml	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,106 @@
+<?xml version='1.0' encoding='UTF-8'?>
+<macros>
+    <token name="@WRAPPER_VERSION@">3.0</token>
+    <xml name="fiji_requirements">
+        <requirements>
+            <requirement type="package" version="20170530">fiji</requirement>
+        </requirements>
+    </xml>
+    <xml name="stdio">
+        <stdio>
+            <exit_code range="1:"/>
+            <exit_code range=":-1"/>
+            <regex match="Error:"/>
+            <regex match="Exception:"/>
+        </stdio>
+    </xml>
+    <xml name="image_type">
+        <param name="image_type" type="select" label="Image type">
+            <option value="8-bit_white" selected="True">8-bit white</option>
+            <option value="8-bit_black">8-bit black</option>
+            <option value="8-bit_random">8-bit random</option>
+            <option value="8-bit_ramp">8-bit ramp</option>
+            <option value="16-bit_white">16-bit white</option>
+            <option value="16-bit_black">16-bit black</option>
+            <option value="16-bit_random">16-bit random</option>
+            <option value="16-bit_ramp">16-bit ramp</option>
+            <option value="32-bit_white">32-bit white</option>
+            <option value="32-bit_black">32-bit black</option>
+            <option value="32-bit_random">32-bit random</option>
+            <option value="32-bit_ramp">32-bit ramp</option>
+            <option value="RGB_white">RGB white</option>
+            <option value="RGB_black">RGB black</option>
+            <option value="RGB_random">RGB random</option>
+            <option value="RGB_ramp">RGB ramp</option>
+        </param>
+    </xml>
+    <xml name="make_binary_params">
+        <param name="iterations" type="integer" value="1" min="1" max="100" label="Iterations" help="The number of times (1-100) erosion, dilation, opening, and closing are performed."/>
+        <param name="count" type="integer" value="1" min="1" max="8" label="Count" help="The number of adjacent background pixels necessary (1-8) for erosion or dilation."/>
+        <param name="black_background" type="select" label="Black background" help="If Yes, the background is black and the foreground is white (no implies the opposite).">
+            <option value="no" selected="True">No</option>
+            <option value="yes">Yes</option>
+        </param>
+        <param name="pad_edges_when_eroding" type="select" label="Pad edges when eroding" help="If Yes, eroding does not erode from the edges of the image.">
+            <option value="no" selected="True">No</option>
+            <option value="yes">Yes</option>
+        </param>
+    </xml>
+    <xml name="black_background_param">
+        <param name="black_background" type="select" label="Black background" help="If Yes, the background is black and the foreground is white (no implies the opposite).">
+            <option value="no" selected="True">No</option>
+            <option value="yes">Yes</option>
+        </param>
+    </xml>
+    <token name="@make_binary_args@">
+        --iterations $iterations
+        --count $count
+        --black_background $black_background
+        --pad_edges_when_eroding $pad_edges_when_eroding
+    </token>
+    <token name="@requires_binary_input@">
+.. class:: warningmark
+
+This tool works on binary images, so other image types will automatically be converted to binary
+before they are analyzed.  This step is performed using the ImageJ2 **Make Binary** command with
+the following settings: **Iterations:** 1, **Count:** 1, **Pad edges when eroding:** No.  The tool
+allows you to choose the **Black background** setting.  If these settings are not appropriate,
+first manually convert the image to binary using the **Convert to binary (black and white)**
+tool, which allows you to change them.
+    </token>
+    <xml name="image_datatypes">
+        <option value="bmp">bmp</option>
+        <option value="gif">gif</option>
+        <option value="jpg">jpg</option>
+        <option value="png" selected="true">png</option>
+        <option value="tiff">tiff</option>
+    </xml>
+    <xml name="bunwarpj_citations">
+        <citations>
+            <citation type="bibtex">
+                @InProceedings(Arganda-Carreras2006,
+                    author =     "Ignacio Arganda-Carreras and
+                                        Carlos Oscar S{\'a}nchez Sorzano and
+                                        Roberto Marabini and
+                                        Jos{\'e} Mar\'{\i}a Carazo and
+                                        Carlos Ortiz-de-Solorzano and
+                                        Jan Kybic",
+                    title =          "Consistent and Elastic Registration of Histological Sections Using Vector-Spline Regularization",    
+                    publisher =  "Springer Berlin / Heidelberg",    
+                    booktitle =   "Computer Vision Approaches to Medical Image Analysis",
+                    series =       "Lecture Notes in Computer Science",
+                    year =          "2006",
+                    volume =      "4241",
+                    pages =       "85-95",
+                    month =       "May",
+                    city =            "Graz, Austria")
+            </citation>
+            <citation type="doi">10.1038/nmeth.2019</citation>
+        </citations>
+    </xml>
+    <xml name="fiji_headless_citations">
+        <citations>
+            <citation type="doi">10.1038/nmeth.2102</citation>
+        </citations>
+    </xml>
+</macros>

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_make_binary.py	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,59 @@
+#!/usr/bin/env python
+import argparse
+import os
+import shutil
+import subprocess
+import tempfile
+import imagej2_base_utils
+
+parser = argparse.ArgumentParser()
+parser.add_argument( '--input', dest='input', help='Path to the input file' )
+parser.add_argument( '--input_datatype', dest='input_datatype', help='Datatype of the input image' )
+parser.add_argument( '--iterations', dest='iterations', type=int, help='Iterations' )
+parser.add_argument( '--count', dest='count', type=int, help='Count' )
+parser.add_argument( '--black_background', dest='black_background', help='Black background' )
+parser.add_argument( '--pad_edges_when_eroding', dest='pad_edges_when_eroding', help='Pad edges when eroding' )
+parser.add_argument( '--jython_script', dest='jython_script', help='Path to the Jython script' )
+parser.add_argument( '--output', dest='output', help='Path to the output file' )
+parser.add_argument( '--output_datatype', dest='output_datatype', help='Datatype of the output image' )
+args = parser.parse_args()
+
+tmp_dir = imagej2_base_utils.get_temp_dir()
+# ImageJ expects valid image file extensions, so the Galaxy .dat extension does not
+# work for some features.  The following creates a symlink with an appropriate file
+# extension that points to the Galaxy dataset.  This symlink is used by ImageJ.
+tmp_input_path = imagej2_base_utils.get_input_image_path( tmp_dir, args.input, args.input_datatype )
+tmp_output_path = imagej2_base_utils.get_temporary_image_path( tmp_dir, args.output_datatype )
+# Define command response buffers.
+tmp_out = tempfile.NamedTemporaryFile().name
+tmp_stdout = open( tmp_out, 'wb' )
+tmp_err = tempfile.NamedTemporaryFile().name
+tmp_stderr = open( tmp_err, 'wb' )
+# Java writes a lot of stuff to stderr, so we'll specify a file for handling actual errors.
+error_log = tempfile.NamedTemporaryFile( delete=False ).name
+# Build the command line.
+cmd = imagej2_base_utils.get_base_command_imagej2( None, jython_script=args.jython_script )
+if cmd is None:
+    imagej2_base_utils.stop_err( "ImageJ not found!" )
+cmd += ' %s' % error_log
+cmd += ' %s' % tmp_input_path
+cmd += ' %d' % args.iterations
+cmd += ' %d' % args.count
+cmd += ' %s' % args.black_background
+cmd += ' %s' % args.pad_edges_when_eroding
+cmd += ' %s' % tmp_output_path
+cmd += ' %s' % args.output_datatype
+# Run the command.
+proc = subprocess.Popen( args=cmd, stderr=tmp_stderr, stdout=tmp_stdout, shell=True )
+rc = proc.wait()
+# Handle execution errors.
+if rc != 0:
+    error_message = imagej2_base_utils.get_stderr_exception( tmp_err, tmp_stderr, tmp_out, tmp_stdout )
+    imagej2_base_utils.stop_err( error_message )
+# Handle processing errors.
+if os.path.getsize( error_log ) > 0:
+    error_message = open( error_log, 'r' ).read()
+    imagej2_base_utils.stop_err( error_message )
+# Save the output image.
+shutil.move( tmp_output_path, args.output )
+imagej2_base_utils.cleanup_before_exit( tmp_dir )

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_make_binary_jython_script.py	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,37 @@
+import jython_utils
+import sys
+from ij import IJ
+
+# Fiji Jython interpreter implements Python 2.5 which does not
+# provide support for argparse.
+error_log = sys.argv[ -8 ]
+input = sys.argv[ -7 ]
+iterations = int( sys.argv[ -6 ] )
+count = int( sys.argv[ -5 ] )
+black_background = jython_utils.asbool( sys.argv[ -4 ] )
+pad_edges_when_eroding = jython_utils.asbool( sys.argv[ -3 ] )
+tmp_output_path = sys.argv[ -2 ]
+output_datatype = sys.argv[ -1 ]
+
+# Open the input image file.
+input_image_plus = IJ.openImage( input )
+
+# Create a copy of the image.
+input_image_plus_copy = input_image_plus.duplicate()
+image_processor_copy = input_image_plus_copy.getProcessor()
+
+try:
+    # Set binary options.
+    options = jython_utils.get_binary_options( black_background=black_background,
+                                               iterations=iterations,
+                                               count=count,
+                                               pad_edges_when_eroding=pad_edges_when_eroding )
+    IJ.run( input_image_plus_copy, "Options...", options )
+
+    # Run the command.
+    IJ.run( input_image_plus_copy, "Make Binary", "" )
+
+    # Save the ImagePlus object as a new image.
+    IJ.saveAs( input_image_plus_copy, output_datatype, tmp_output_path )
+except Exception, e:
+    jython_utils.handle_error( error_log, str( e ) )

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_math.py	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,69 @@
+#!/usr/bin/env python
+import argparse
+import os
+import shutil
+import subprocess
+import tempfile
+import imagej2_base_utils
+
+parser = argparse.ArgumentParser()
+parser.add_argument( '--input', dest='input', help='Path to the input file' )
+parser.add_argument( '--input_datatype', dest='input_datatype', help='Datatype of the input image' )
+parser.add_argument( '--operation', dest='operation', help='Operation' )
+parser.add_argument( '--expression', dest='expression', default=None, help='Expression' )
+parser.add_argument( '--bin_constant', dest='bin_constant', type=int, default=None, help='Constant of type binary integer' )
+parser.add_argument( '--float_constant', dest='float_constant', type=float, default=None, help='Constant of type float' )
+parser.add_argument( '--jython_script', dest='jython_script', help='Path to the Jython script' )
+parser.add_argument( '--output', dest='output', help='Path to the output file' )
+parser.add_argument( '--output_datatype', dest='output_datatype', help='Datatype of the output image' )
+args = parser.parse_args()
+
+tmp_dir = imagej2_base_utils.get_temp_dir()
+# ImageJ expects valid image file extensions, so the Galaxy .dat extension does not
+# work for some features.  The following creates a symlink with an appropriate file
+# extension that points to the Galaxy dataset.  This symlink is used by ImageJ.
+tmp_input_path = imagej2_base_utils.get_input_image_path( tmp_dir, args.input, args.input_datatype )
+tmp_output_path = imagej2_base_utils.get_temporary_image_path( tmp_dir, args.output_datatype )
+
+# Define command response buffers.
+tmp_out = tempfile.NamedTemporaryFile().name
+tmp_stdout = open( tmp_out, 'wb' )
+tmp_err = tempfile.NamedTemporaryFile().name
+tmp_stderr = open( tmp_err, 'wb' )
+# Java writes a lot of stuff to stderr, so we'll specify a file for handling actual errors.
+error_log = tempfile.NamedTemporaryFile( delete=False ).name
+
+# Build the command line.
+cmd = imagej2_base_utils.get_base_command_imagej2( None, jython_script=args.jython_script )
+if cmd is None:
+    imagej2_base_utils.stop_err( "ImageJ not found!" )
+cmd += ' %s' % error_log
+cmd += ' %s' % tmp_input_path
+cmd += ' %s' % args.operation
+# Handle the expression, which must be enclosed in " if not None.
+if args.expression in [ None, 'None' ]:
+    cmd += ' None'
+else:
+    cmd += ' "%s"' % args.expression
+cmd += imagej2_base_utils.handle_none_type( args.bin_constant, val_type='int' )
+cmd += imagej2_base_utils.handle_none_type( args.float_constant )
+cmd += ' %s' % tmp_output_path
+cmd += ' %s' % args.output_datatype
+
+# Run the command.
+proc = subprocess.Popen( args=cmd, stderr=tmp_stderr, stdout=tmp_stdout, shell=True )
+rc = proc.wait()
+
+# Handle execution errors.
+if rc != 0:
+    error_message = imagej2_base_utils.get_stderr_exception( tmp_err, tmp_stderr, tmp_out, tmp_stdout )
+    imagej2_base_utils.stop_err( error_message )
+
+# Handle processing errors.
+if os.path.getsize( error_log ) > 0:
+    error_message = open( error_log, 'r' ).read()
+    imagej2_base_utils.stop_err( error_message )
+
+# Save the output image.
+shutil.move( tmp_output_path, args.output )
+imagej2_base_utils.cleanup_before_exit( tmp_dir )

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_math_jython_script.py	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,78 @@
+import jython_utils
+import sys
+from ij import IJ
+
+# Fiji Jython interpreter implements Python 2.5 which does not
+# provide support for argparse.
+error_log = sys.argv[ -8 ]
+input = sys.argv[ -7 ]
+operation = sys.argv[ -6 ]
+expression = sys.argv[ -5 ]
+if sys.argv[ -4 ] in [ None, 'None' ]:
+    bin_constant = None
+else:
+    bin_constant = int( sys.argv[ -4 ] )
+if sys.argv[ -3 ] in [ None, 'None' ]:
+    float_constant = None
+else:
+    float_constant = float( sys.argv[ -3 ] )
+tmp_output_path = sys.argv[ -2 ]
+output_datatype = sys.argv[ -1 ]
+
+# Open the input image file.
+input_image_plus = IJ.openImage( input )
+
+# Create a copy of the image.
+input_image_plus_copy = input_image_plus.duplicate()
+image_processor_copy = input_image_plus_copy.getProcessor()
+bit_depth = image_processor_copy.getBitDepth()
+
+try:
+    if operation.find( '_' ) > 0:
+        # Square_Root.
+        new_operation = operation.replace( '_', ' ' )
+    elif operation in [ 'Square', 'Log', 'Exp', 'Abs', 'Reciprocal' ]:
+        # Unfortunately some ImageJ commands require a "..." ending
+        # while others do not.  There seems to be no pattern.
+        new_operation = '%s' % operation
+    else:
+        new_operation = '%s...' % operation
+
+    if operation == 'Macro':
+        # Apply the macro code to the image via a call to it's
+        # ImageProcessor since this option does not work using
+        # the IJ.run() method.
+        new_expression = expression.lstrip( '"' ).rstrip( '"' )
+        options = 'code=%s' % new_expression
+        image_processor_copy.applyMacro( new_expression )
+    elif operation == 'Min':
+        # Min does not work without using the ImageProcessor.
+        image_processor_copy.min( float_constant )
+    elif operation == 'Max':
+        # Max does not work without using the ImageProcessor.
+        image_processor_copy.max( float_constant )
+    elif operation == 'Abs':
+        if bit_depth not in [ 16, 32 ]:
+            # Convert the image to 32-bit.
+            IJ.run( input_image_plus_copy, "32-bit", "" )
+            IJ.run( input_image_plus_copy, new_operation, "" )
+    elif operation == 'Reciprocal':
+        if bit_depth != 32:
+            # Convert the image to 32 bit.
+            IJ.run( input_image_plus_copy, "32-bit", "" )
+            IJ.run( input_image_plus_copy, new_operation, "" )
+    else:
+        if operation in [ 'AND', 'OR', 'XOR' ]:
+            # Value is a binary number.
+            options = 'value=%d' % bin_constant
+        elif operation in [ 'Log', 'Exp', 'Square', 'Square_Root' ]:
+            # No constant value.
+            options = ''
+        else:
+            # Value is a floating point number.
+            options = 'value=%.3f' % float_constant
+        IJ.run( input_image_plus_copy, "%s" % new_operation, "%s" % options )
+    # Save the ImagePlus object as a new image.
+    IJ.saveAs( input_image_plus_copy, output_datatype, tmp_output_path )
+except Exception, e:
+    jython_utils.handle_error( error_log, str( e ) )

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_noise.py	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,84 @@
+#!/usr/bin/env python
+import argparse
+import os
+import shutil
+import subprocess
+import tempfile
+import imagej2_base_utils
+
+if __name__=="__main__":
+    # Parse Command Line.
+    parser = argparse.ArgumentParser()
+    parser.add_argument( '--input', dest='input', help='Path to the input file' )
+    parser.add_argument( '--input_datatype', dest='input_datatype', help='Datatype of the input image' )
+    parser.add_argument( '--noise', dest='noise', help='Specified noise to add to or remove from the image' )
+    parser.add_argument( '--standard_deviation', dest='standard_deviation', type=float, default=None, help='Standard deviation' )
+    parser.add_argument( '--radius', dest='radius', type=float, default=None, help='Radius' )
+    parser.add_argument( '--threshold', dest='threshold', type=float, default=None, help='Threshold' )
+    parser.add_argument( '--which_outliers', dest='which_outliers', default=None, help='Which outliers' )
+    parser.add_argument( '--randomj', dest='randomj', default=None, help='RandomJ' )
+    parser.add_argument( '--trials', dest='trials', type=float, default=None, help='Trials' )
+    parser.add_argument( '--probability', dest='probability', type=float, default=None, help='Probability' )
+    parser.add_argument( '--lammbda', dest='lammbda', type=float, default=None, help='Lambda' )
+    parser.add_argument( '--order', dest='order', type=int, default=None, help='Order' )
+    parser.add_argument( '--mean', dest='mean', type=float, default=None, help='Mean' )
+    parser.add_argument( '--sigma', dest='sigma', type=float, default=None, help='Sigma' )
+    parser.add_argument( '--min', dest='min', type=float, default=None, help='Min' )
+    parser.add_argument( '--max', dest='max', type=float, default=None, help='Max' )
+    parser.add_argument( '--insertion', dest='insertion', default=None, help='Insertion' )
+    parser.add_argument( '--jython_script', dest='jython_script', help='Path to the Jython script' )
+    parser.add_argument( '--output', dest='output', help='Path to the output file' )
+    args = parser.parse_args()
+
+    tmp_dir = imagej2_base_utils.get_temp_dir()
+    # ImageJ expects valid image file extensions, so the Galaxy .dat extension does not
+    # work for some features.  The following creates a symlink with an appropriate file
+    # extension that points to the Galaxy dataset.  This symlink is used by ImageJ.
+    tmp_input_path = imagej2_base_utils.get_input_image_path( tmp_dir, args.input, args.input_datatype )
+    tmp_output_path = imagej2_base_utils.get_temporary_image_path( tmp_dir, args.input_datatype )
+
+    # Define command response buffers.
+    tmp_out = tempfile.NamedTemporaryFile().name
+    tmp_stdout = open( tmp_out, 'wb' )
+    tmp_err = tempfile.NamedTemporaryFile().name
+    tmp_stderr = open( tmp_err, 'wb' )
+    # Java writes a lot of stuff to stderr, so we'll specify a file for handling actual errors.
+    error_log = tempfile.NamedTemporaryFile( delete=False ).name
+    # Build the command line.
+    cmd = imagej2_base_utils.get_base_command_imagej2( None, jython_script=args.jython_script )
+    if cmd is None:
+        imagej2_base_utils.stop_err( "ImageJ not found!" )
+    cmd += ' %s' % error_log
+    cmd += ' %s' % tmp_input_path
+    cmd += ' %s' % args.input_datatype
+    cmd += ' %s ' % args.noise
+    cmd += imagej2_base_utils.handle_none_type( args.standard_deviation )
+    cmd += imagej2_base_utils.handle_none_type( args.radius )
+    cmd += imagej2_base_utils.handle_none_type( args.threshold )
+    cmd += ' %s' % args.which_outliers
+    cmd += ' %s' % args.randomj
+    cmd += imagej2_base_utils.handle_none_type( args.trials )
+    cmd += imagej2_base_utils.handle_none_type( args.probability )
+    cmd += imagej2_base_utils.handle_none_type( args.lammbda )
+    cmd += imagej2_base_utils.handle_none_type( args.order, val_type='int' )
+    cmd += imagej2_base_utils.handle_none_type( args.mean )
+    cmd += imagej2_base_utils.handle_none_type( args.sigma )
+    cmd += imagej2_base_utils.handle_none_type( args.min )
+    cmd += imagej2_base_utils.handle_none_type( args.max )
+    cmd += ' %s' % args.insertion
+    cmd += ' %s' % tmp_output_path
+
+    proc = subprocess.Popen( args=cmd, stderr=tmp_stderr, stdout=tmp_stdout, shell=True )
+    rc = proc.wait()
+
+    # Handle execution errors.
+    if rc != 0:
+        error_message = imagej2_base_utils.get_stderr_exception( tmp_err, tmp_stderr, tmp_out, tmp_stdout )
+        imagej2_base_utils.stop_err( error_message )
+    # Handle processing errors.
+    if os.path.getsize( error_log ) > 0:
+        error_message = open( error_log, 'r' ).read()
+        imagej2_base_utils.stop_err( error_message )
+    # Save the output image.
+    shutil.move( tmp_output_path, args.output )
+    imagej2_base_utils.cleanup_before_exit( tmp_dir )

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_noise_jython_script.py	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,84 @@
+import sys
+from ij import IJ
+from ij import ImagePlus
+import jython_utils
+
+# Fiji Jython interpreter implements Python 2.5 which does not
+# provide support for argparse.
+error_log = sys.argv[ -19 ]
+input = sys.argv[ -18 ]
+image_datatype = sys.argv[ -17 ]
+noise = sys.argv[ -16 ]
+standard_deviation = sys.argv[ -15 ]
+radius = sys.argv[ -14 ]
+threshold = sys.argv[ -13 ]
+which_outliers = sys.argv[ -12 ]
+randomj = sys.argv[ -11 ]
+trials = sys.argv[ -10 ]
+probability = sys.argv[ -9 ]
+# Note the spelling - so things don't get confused due to Python lambda function.
+lammbda = sys.argv[ -8 ]
+order = sys.argv[ -7 ]
+mean = sys.argv[ -6 ]
+sigma = sys.argv[ -5 ]
+min = sys.argv[ -4 ]
+max = sys.argv[ -3 ]
+insertion = sys.argv[ -2 ]
+tmp_output_path = sys.argv[ -1 ]
+
+error = False
+
+# Open the input image file.
+image_plus = IJ.openImage( input )
+bit_depth = image_plus.getBitDepth()
+image_type = image_plus.getType()
+# Create an ImagePlus object for the image.
+image_plus_copy = image_plus.duplicate()
+# Make a copy of the image.
+image_processor_copy = image_plus_copy.getProcessor()
+
+# Perform the analysis on the ImagePlus object.
+if noise == 'add_noise':
+    IJ.run( image_plus_copy, "Add Noise", "" )
+elif noise == 'add_specified_noise':
+    IJ.run( image_plus_copy, "Add Specified Noise", "standard=&standard_deviation" )
+elif noise == 'salt_and_pepper':
+    IJ.run( image_plus_copy, "Salt and Pepper", "" )
+elif noise == 'despeckle':
+    IJ.run( image_plus_copy, "Despeckle", "" )
+elif noise == 'remove_outliers':
+    IJ.run( image_plus_copy, "Remove Outliers", "radius=&radius threshold=&threshold which=&which_outliers" )
+elif noise == 'remove_nans':
+    if bit_depth == 32:
+        IJ.run( image_plus_copy, "Remove NaNs", "" )
+    else:
+        # When Galaxy metadata for images is enhanced to include information like this,
+        # we'll be able to write tool validators rather than having to stop the job in
+        # an error state.
+        msg = "Remove NaNs requires a 32-bit image, the selected image is %d-bit" % bit_depth
+        jython_utils.handle_error( error_log, msg )
+        error = True
+elif noise == 'rof_denoise':
+    if image_type == ImagePlus.GRAY32:
+        IJ.run( image_plus_copy, "ROF Denoise", "" )
+    else:
+        msg = "ROF Denoise requires an image of type 32-bit grayscale, the selected image is %d-bit" % ( bit_depth )
+        jython_utils.handle_error( error_log, msg )
+        error = True
+elif noise == 'randomj':
+    if randomj == 'randomj_binomial':
+        IJ.run( image_plus_copy, "RandomJ Binomial", "trials=&trials probability=&probability insertion=&insertion" )
+    elif randomj == 'randomj_exponential':
+        IJ.run( image_plus_copy, "RandomJ Exponential", "lambda=&lammbda insertion=&insertion" )
+    elif randomj == 'randomj_gamma':
+        IJ.run( image_plus_copy, "RandomJ Gamma", "order=&order insertion=&insertion" )
+    elif randomj == 'randomj_gaussian':
+        IJ.run( image_plus_copy, "RandomJ Gaussian", "mean=&mean sigma=&sigma insertion=&insertion" )
+    elif randomj == 'randomj_poisson':
+        IJ.run( image_plus_copy, "RandomJ Poisson", "mean=&mean insertion=&insertion" )
+    elif randomj == 'randomj_uniform':
+        IJ.run( image_plus_copy, "RandomJ Uniform", "min=&min max=&max insertion=&insertion" )
+
+if not error:
+    # Save the ImagePlus object as a new image.
+    IJ.saveAs( image_plus_copy, image_datatype, tmp_output_path )

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_shadows.py	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,59 @@
+#!/usr/bin/env python
+import argparse
+import os
+import shutil
+import subprocess
+import tempfile
+import imagej2_base_utils
+
+parser = argparse.ArgumentParser()
+parser.add_argument( '--input', dest='input', help='Path to the input file' )
+parser.add_argument( '--input_datatype', dest='input_datatype', help='Datatype of the input image' )
+parser.add_argument( '--direction', dest='direction', help='Direction' )
+parser.add_argument( '--jython_script', dest='jython_script', help='Path to the Jython script' )
+parser.add_argument( '--output', dest='output', help='Path to the output file' )
+parser.add_argument( '--output_datatype', dest='output_datatype', help='Datatype of the output image' )
+args = parser.parse_args()
+
+tmp_dir = imagej2_base_utils.get_temp_dir()
+# ImageJ expects valid image file extensions, so the Galaxy .dat extension does not
+# work for some features.  The following creates a symlink with an appropriate file
+# extension that points to the Galaxy dataset.  This symlink is used by ImageJ.
+tmp_input_path = imagej2_base_utils.get_input_image_path( tmp_dir, args.input, args.input_datatype )
+tmp_output_path = imagej2_base_utils.get_temporary_image_path( tmp_dir, args.output_datatype )
+
+# Define command response buffers.
+tmp_out = tempfile.NamedTemporaryFile().name
+tmp_stdout = open( tmp_out, 'wb' )
+tmp_err = tempfile.NamedTemporaryFile().name
+tmp_stderr = open( tmp_err, 'wb' )
+# Java writes a lot of stuff to stderr, so we'll specify a file for handling actual errors.
+error_log = tempfile.NamedTemporaryFile( delete=False ).name
+
+# Build the command line.
+cmd = imagej2_base_utils.get_base_command_imagej2( None, jython_script=args.jython_script )
+if cmd is None:
+    imagej2_base_utils.stop_err( "ImageJ not found!" )
+cmd += ' %s' % error_log
+cmd += ' %s' % tmp_input_path
+cmd += ' %s' % args.direction
+cmd += ' %s' % tmp_output_path
+cmd += ' %s' % args.output_datatype
+
+# Run the command.
+proc = subprocess.Popen( args=cmd, stderr=tmp_stderr, stdout=tmp_stdout, shell=True )
+rc = proc.wait()
+
+# Handle execution errors.
+if rc != 0:
+    error_message = imagej2_base_utils.get_stderr_exception( tmp_err, tmp_stderr, tmp_out, tmp_stdout )
+    imagej2_base_utils.stop_err( error_message )
+
+# Handle processing errors.
+if os.path.getsize( error_log ) > 0:
+    error_message = open( error_log, 'r' ).read()
+    imagej2_base_utils.stop_err( error_message )
+
+# Save the output image.
+shutil.move( tmp_output_path, args.output )
+imagej2_base_utils.cleanup_before_exit( tmp_dir )

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_shadows_jython_script.py	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,26 @@
+import jython_utils
+import sys
+from ij import IJ
+
+# Fiji Jython interpreter implements Python 2.5 which does not
+# provide support for argparse.
+error_log = sys.argv[ -5 ]
+input = sys.argv[ -4 ]
+direction = sys.argv[ -3 ]
+tmp_output_path = sys.argv[ -2 ]
+output_datatype = sys.argv[ -1 ]
+
+# Open the input image file.
+input_image_plus = IJ.openImage( input )
+
+# Create a copy of the image.
+input_image_plus_copy = input_image_plus.duplicate()
+image_processor_copy = input_image_plus_copy.getProcessor()
+
+try:
+    # Run the command.
+    IJ.run( input_image_plus_copy, direction, "" )
+    # Save the ImagePlus object as a new image.
+    IJ.saveAs( input_image_plus_copy, output_datatype, tmp_output_path )
+except Exception, e:
+    jython_utils.handle_error( error_log, str( e ) )

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_sharpen.py	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,57 @@
+#!/usr/bin/env python
+import argparse
+import os
+import shutil
+import subprocess
+import tempfile
+import imagej2_base_utils
+
+parser = argparse.ArgumentParser()
+parser.add_argument( '--input', dest='input', help='Path to the input file' )
+parser.add_argument( '--input_datatype', dest='input_datatype', help='Datatype of the input image' )
+parser.add_argument( '--jython_script', dest='jython_script', help='Path to the Jython script' )
+parser.add_argument( '--output', dest='output', help='Path to the output file' )
+parser.add_argument( '--output_datatype', dest='output_datatype', help='Datatype of the output image' )
+args = parser.parse_args()
+
+tmp_dir = imagej2_base_utils.get_temp_dir()
+# ImageJ expects valid image file extensions, so the Galaxy .dat extension does not
+# work for some features.  The following creates a symlink with an appropriate file
+# extension that points to the Galaxy dataset.  This symlink is used by ImageJ.
+tmp_input_path = imagej2_base_utils.get_input_image_path( tmp_dir, args.input, args.input_datatype )
+tmp_output_path = imagej2_base_utils.get_temporary_image_path( tmp_dir, args.output_datatype )
+
+# Define command response buffers.
+tmp_out = tempfile.NamedTemporaryFile().name
+tmp_stdout = open( tmp_out, 'wb' )
+tmp_err = tempfile.NamedTemporaryFile().name
+tmp_stderr = open( tmp_err, 'wb' )
+# Java writes a lot of stuff to stderr, so we'll specify a file for handling actual errors.
+error_log = tempfile.NamedTemporaryFile( delete=False ).name
+
+# Build the command line.
+cmd = imagej2_base_utils.get_base_command_imagej2( None, jython_script=args.jython_script )
+if cmd is None:
+    imagej2_base_utils.stop_err( "ImageJ not found!" )
+cmd += ' %s' % error_log
+cmd += ' %s' % tmp_input_path
+cmd += ' %s' % tmp_output_path
+cmd += ' %s' % args.output_datatype
+
+# Run the command.
+proc = subprocess.Popen( args=cmd, stderr=tmp_stderr, stdout=tmp_stdout, shell=True )
+rc = proc.wait()
+
+# Handle execution errors.
+if rc != 0:
+    error_message = imagej2_base_utils.get_stderr_exception( tmp_err, tmp_stderr, tmp_out, tmp_stdout )
+    imagej2_base_utils.stop_err( error_message )
+
+# Handle processing errors.
+if os.path.getsize( error_log ) > 0:
+    error_message = open( error_log, 'r' ).read()
+    imagej2_base_utils.stop_err( error_message )
+
+# Save the output image.
+shutil.move( tmp_output_path, args.output )
+imagej2_base_utils.cleanup_before_exit( tmp_dir )

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_sharpen_jython_script.py	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,25 @@
+import jython_utils
+import sys
+from ij import IJ
+
+# Fiji Jython interpreter implements Python 2.5 which does not
+# provide support for argparse.
+error_log = sys.argv[ -4 ]
+input = sys.argv[ -3 ]
+tmp_output_path = sys.argv[ -2 ]
+output_datatype = sys.argv[ -1 ]
+
+# Open the input image file.
+input_image_plus = IJ.openImage( input )
+
+# Create a copy of the image.
+input_image_plus_copy = input_image_plus.duplicate()
+image_processor_copy = input_image_plus_copy.getProcessor()
+
+try:
+    # Run the command.
+    IJ.run( input_image_plus_copy, "Sharpen", "" )
+    # Save the ImagePlus object as a new image.
+    IJ.saveAs( input_image_plus_copy, output_datatype, tmp_output_path )
+except Exception, e:
+    jython_utils.handle_error( error_log, str( e ) )

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_skeletonize3d.py	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,53 @@
+#!/usr/bin/env python
+import argparse
+import os
+import shutil
+import subprocess
+import tempfile
+import imagej2_base_utils
+
+parser = argparse.ArgumentParser()
+parser.add_argument( '--input', dest='input', help='Path to the input file' )
+parser.add_argument( '--input_datatype', dest='input_datatype', help='Datatype of the input image' )
+parser.add_argument( '--black_background', dest='black_background', help='Black background' )
+parser.add_argument( '--jython_script', dest='jython_script', help='Path to the Jython script' )
+parser.add_argument( '--output', dest='output', help='Path to the output file' )
+parser.add_argument( '--output_datatype', dest='output_datatype', help='Datatype of the output image' )
+args = parser.parse_args()
+
+tmp_dir = imagej2_base_utils.get_temp_dir()
+# ImageJ expects valid image file extensions, so the Galaxy .dat extension does not
+# work for some features.  The following creates a symlink with an appropriate file
+# extension that points to the Galaxy dataset.  This symlink is used by ImageJ.
+tmp_input_path = imagej2_base_utils.get_input_image_path( tmp_dir, args.input, args.input_datatype )
+tmp_output_path = imagej2_base_utils.get_temporary_image_path( tmp_dir, args.output_datatype )
+# Define command response buffers.
+tmp_out = tempfile.NamedTemporaryFile().name
+tmp_stdout = open( tmp_out, 'wb' )
+tmp_err = tempfile.NamedTemporaryFile().name
+tmp_stderr = open( tmp_err, 'wb' )
+# Java writes a lot of stuff to stderr, so we'll specify a file for handling actual errors.
+error_log = tempfile.NamedTemporaryFile( delete=False ).name
+# Build the command line.
+cmd = imagej2_base_utils.get_base_command_imagej2( None, jython_script=args.jython_script )
+if cmd is None:
+    imagej2_base_utils.stop_err( "ImageJ not found!" )
+cmd += ' %s' % error_log
+cmd += ' %s' % tmp_input_path
+cmd += ' %s' % args.black_background
+cmd += ' %s' % tmp_output_path
+cmd += ' %s' % args.output_datatype
+# Run the command.
+proc = subprocess.Popen( args=cmd, stderr=tmp_stderr, stdout=tmp_stdout, shell=True )
+rc = proc.wait()
+# Handle execution errors.
+if rc != 0:
+    error_message = imagej2_base_utils.get_stderr_exception( tmp_err, tmp_stderr, tmp_out, tmp_stdout )
+    imagej2_base_utils.stop_err( error_message )
+# Handle processing errors.
+if os.path.getsize( error_log ) > 0:
+    error_message = open( error_log, 'r' ).read()
+    imagej2_base_utils.stop_err( error_message )
+# Save the output image.
+shutil.move( tmp_output_path, args.output )
+imagej2_base_utils.cleanup_before_exit( tmp_dir )

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_skeletonize3d_jython_script.py	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,36 @@
+import jython_utils
+import sys
+from ij import IJ
+
+# Fiji Jython interpreter implements Python 2.5 which does not
+# provide support for argparse.
+error_log = sys.argv[ -5 ]
+input = sys.argv[ -4 ]
+black_background = jython_utils.asbool( sys.argv[ -3 ] )
+tmp_output_path = sys.argv[ -2 ]
+output_datatype = sys.argv[ -1 ]
+
+# Open the input image file.
+input_image_plus = IJ.openImage( input )
+
+# Create a copy of the image.
+input_image_plus_copy = input_image_plus.duplicate()
+image_processor_copy = input_image_plus_copy.getProcessor()
+
+try:
+    # Set binary options.
+    options = jython_utils.get_binary_options( black_background=black_background )
+    IJ.run( input_image_plus_copy, "Options...", options )
+
+    # Convert image to binary if necessary.
+    if not image_processor_copy.isBinary():
+        # Convert the image to binary grayscale.
+        IJ.run( input_image_plus_copy, "Make Binary", "" )
+
+    # Run the command.
+    IJ.run( input_image_plus_copy, "Skeletonize (2D/3D)", "" )
+
+    # Save the ImagePlus object as a new image.
+    IJ.saveAs( input_image_plus_copy, output_datatype, tmp_output_path )
+except Exception, e:
+    jython_utils.handle_error( error_log, str( e ) )

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_smooth.py	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,57 @@
+#!/usr/bin/env python
+import argparse
+import os
+import shutil
+import subprocess
+import tempfile
+import imagej2_base_utils
+
+parser = argparse.ArgumentParser()
+parser.add_argument( '--input', dest='input', help='Path to the input file' )
+parser.add_argument( '--input_datatype', dest='input_datatype', help='Datatype of the input image' )
+parser.add_argument( '--jython_script', dest='jython_script', help='Path to the Jython script' )
+parser.add_argument( '--output', dest='output', help='Path to the output file' )
+parser.add_argument( '--output_datatype', dest='output_datatype', help='Datatype of the output image' )
+args = parser.parse_args()
+
+tmp_dir = imagej2_base_utils.get_temp_dir()
+# ImageJ expects valid image file extensions, so the Galaxy .dat extension does not
+# work for some features.  The following creates a symlink with an appropriate file
+# extension that points to the Galaxy dataset.  This symlink is used by ImageJ.
+tmp_input_path = imagej2_base_utils.get_input_image_path( tmp_dir, args.input, args.input_datatype )
+tmp_output_path = imagej2_base_utils.get_temporary_image_path( tmp_dir, args.output_datatype )
+
+# Define command response buffers.
+tmp_out = tempfile.NamedTemporaryFile().name
+tmp_stdout = open( tmp_out, 'wb' )
+tmp_err = tempfile.NamedTemporaryFile().name
+tmp_stderr = open( tmp_err, 'wb' )
+# Java writes a lot of stuff to stderr, so we'll specify a file for handling actual errors.
+error_log = tempfile.NamedTemporaryFile( delete=False ).name
+
+# Build the command line.
+cmd = imagej2_base_utils.get_base_command_imagej2( None, jython_script=args.jython_script )
+if cmd is None:
+    imagej2_base_utils.stop_err( "ImageJ not found!" )
+cmd += ' %s' % error_log
+cmd += ' %s' % tmp_input_path
+cmd += ' %s' % tmp_output_path
+cmd += ' %s' % args.output_datatype
+
+# Run the command.
+proc = subprocess.Popen( args=cmd, stderr=tmp_stderr, stdout=tmp_stdout, shell=True )
+rc = proc.wait()
+
+# Handle execution errors.
+if rc != 0:
+    error_message = imagej2_base_utils.get_stderr_exception( tmp_err, tmp_stderr, tmp_out, tmp_stdout )
+    imagej2_base_utils.stop_err( error_message )
+
+# Handle processing errors.
+if os.path.getsize( error_log ) > 0:
+    error_message = open( error_log, 'r' ).read()
+    imagej2_base_utils.stop_err( error_message )
+
+# Save the output image.
+shutil.move( tmp_output_path, args.output )
+imagej2_base_utils.cleanup_before_exit( tmp_dir )

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_smooth_jython_script.py	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,25 @@
+import jython_utils
+import sys
+from ij import IJ
+
+# Fiji Jython interpreter implements Python 2.5 which does not
+# provide support for argparse.
+error_log = sys.argv[ -4 ]
+input = sys.argv[ -3 ]
+tmp_output_path = sys.argv[ -2 ]
+output_datatype = sys.argv[ -1 ]
+
+# Open the input image file.
+input_image_plus = IJ.openImage( input )
+
+# Create a copy of the image.
+input_image_plus_copy = input_image_plus.duplicate()
+image_processor_copy = input_image_plus_copy.getProcessor()
+
+try:
+    # Run the command.
+    IJ.run( input_image_plus_copy, "Smooth", "" )
+    # Save the ImagePlus object as a new image.
+    IJ.saveAs( input_image_plus_copy, output_datatype, tmp_output_path )
+except Exception, e:
+    jython_utils.handle_error( error_log, str( e ) )

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_watershed_binary.py	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,53 @@
+#!/usr/bin/env python
+import argparse
+import os
+import shutil
+import subprocess
+import tempfile
+import imagej2_base_utils
+
+parser = argparse.ArgumentParser()
+parser.add_argument( '--input', dest='input', help='Path to the input file' )
+parser.add_argument( '--input_datatype', dest='input_datatype', help='Datatype of the input image' )
+parser.add_argument( '--black_background', dest='black_background', help='Black background' )
+parser.add_argument( '--jython_script', dest='jython_script', help='Path to the Jython script' )
+parser.add_argument( '--output', dest='output', help='Path to the output file' )
+parser.add_argument( '--output_datatype', dest='output_datatype', help='Datatype of the output image' )
+args = parser.parse_args()
+
+tmp_dir = imagej2_base_utils.get_temp_dir()
+# ImageJ expects valid image file extensions, so the Galaxy .dat extension does not
+# work for some features.  The following creates a symlink with an appropriate file
+# extension that points to the Galaxy dataset.  This symlink is used by ImageJ.
+tmp_input_path = imagej2_base_utils.get_input_image_path( tmp_dir, args.input, args.input_datatype )
+tmp_output_path = imagej2_base_utils.get_temporary_image_path( tmp_dir, args.output_datatype )
+# Define command response buffers.
+tmp_out = tempfile.NamedTemporaryFile().name
+tmp_stdout = open( tmp_out, 'wb' )
+tmp_err = tempfile.NamedTemporaryFile().name
+tmp_stderr = open( tmp_err, 'wb' )
+# Java writes a lot of stuff to stderr, so we'll specify a file for handling actual errors.
+error_log = tempfile.NamedTemporaryFile( delete=False ).name
+# Build the command line.
+cmd = imagej2_base_utils.get_base_command_imagej2( None, jython_script=args.jython_script )
+if cmd is None:
+    imagej2_base_utils.stop_err( "ImageJ not found!" )
+cmd += ' %s' % error_log
+cmd += ' %s' % tmp_input_path
+cmd += ' %s' % args.black_background
+cmd += ' %s' % tmp_output_path
+cmd += ' %s' % args.output_datatype
+# Run the command.
+proc = subprocess.Popen( args=cmd, stderr=tmp_stderr, stdout=tmp_stdout, shell=True )
+rc = proc.wait()
+# Handle execution errors.
+if rc != 0:
+    error_message = imagej2_base_utils.get_stderr_exception( tmp_err, tmp_stderr, tmp_out, tmp_stdout )
+    imagej2_base_utils.stop_err( error_message )
+# Handle processing errors.
+if os.path.getsize( error_log ) > 0:
+    error_message = open( error_log, 'r' ).read()
+    imagej2_base_utils.stop_err( error_message )
+# Save the output image.
+shutil.move( tmp_output_path, args.output )
+imagej2_base_utils.cleanup_before_exit( tmp_dir )

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_watershed_binary_jython_script.py	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,36 @@
+import jython_utils
+import sys
+from ij import IJ
+
+# Fiji Jython interpreter implements Python 2.5 which does not
+# provide support for argparse.
+error_log = sys.argv[ -5 ]
+input = sys.argv[ -4 ]
+black_background = jython_utils.asbool( sys.argv[ -3 ] )
+tmp_output_path = sys.argv[ -2 ]
+output_datatype = sys.argv[ -1 ]
+
+# Open the input image file.
+input_image_plus = IJ.openImage( input )
+
+# Create a copy of the image.
+input_image_plus_copy = input_image_plus.duplicate()
+image_processor_copy = input_image_plus_copy.getProcessor()
+
+try:
+    # Set binary options.
+    options = jython_utils.get_binary_options( black_background=black_background )
+    IJ.run( input_image_plus_copy, "Options...", options )
+
+    # Convert image to binary if necessary.
+    if not image_processor_copy.isBinary():
+        # Convert the image to binary grayscale.
+        IJ.run( input_image_plus_copy, "Make Binary", "" )
+
+    # Run the command.
+    IJ.run( input_image_plus_copy, "Watershed", "" )
+
+    # Save the ImagePlus object as a new image.
+    IJ.saveAs( input_image_plus_copy, output_datatype, tmp_output_path )
+except Exception, e:
+    jython_utils.handle_error( error_log, str( e ) )

Binary file jython_utils$py.class has changed

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/jython_utils.py	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,48 @@
+import imagej2_base_utils
+from ij import IJ
+
+IMAGE_PLUS_IMAGE_TYPE_FIELD_VALUES = { '0':'GRAY8', '1':'GRAY16', '2':'GRAY32',
+                                       '3':'COLOR_256', '4':'COLOR_RGB' }
+
+def asbool( val ):
+    return str( val ).lower() in [ 'yes', 'true' ]
+
+def convert_before_saving_as_tiff( image_plus ):
+    # The bUnwarpJ plug-in produces TIFF image stacks consisting of 3
+    # slices which can be viewed in ImageJ.  The 3 slices are: 1) the
+    # registered image, 2) the target image and 3) the black/white warp
+    # image.  When running bUnwarpJ from the command line (as these
+    # Galaxy wrappers do) the initial call to IJ.openImage() (to open the
+    # registered source and target images produced by bUnwarpJ) in the
+    # tool's jython_script.py returns an ImagePlus object with a single
+    # slice which is the "generally undesired" slice 3 discussed above.
+    # However, a call to IJ.saveAs() will convert the single-slice TIFF
+    # into a 3-slice TIFF image stack (as described above) if the selected
+    # format for saving is TIFF.  Galaxy supports only single-layered
+    # images, so to work around this behavior, we have to convert the
+    # image to something other than TIFF so that slices are eliminated.
+    # We can then convert back to TIFF for saving.  There might be a way
+    # to do this without converting twice, but I spent a lot of time looking
+    # and I have yet to discover it.
+    tmp_dir = imagej2_base_utils.get_temp_dir()
+    tmp_out_png_path = imagej2_base_utils.get_temporary_image_path( tmp_dir, 'png' )
+    IJ.saveAs( image_plus, 'png', tmp_out_png_path )
+    return IJ.openImage( tmp_out_png_path )
+
+def get_binary_options( black_background, iterations=1, count=1, pad_edges_when_eroding='no' ):
+    options = [ 'edm=Overwrite', 'iterations=%d' % iterations, 'count=%d' % count ]
+    if asbool( pad_edges_when_eroding ):
+        options.append( 'pad' )
+    if asbool( black_background ):
+        options.append( "black" )
+    return " ".join( options )
+
+def get_display_image_type( image_type ):
+    return IMAGE_PLUS_IMAGE_TYPE_FIELD_VALUES.get( str( image_type ), None )
+
+def handle_error( error_log, msg ):
+    # Java writes a lot of stuff to stderr, so the received error_log 
+    # will log actual errors.
+    elh = open( error_log, 'wb' )
+    elh.write( msg )
+    elh.close()

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/readme.md	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,120 @@
+Galaxy wrappers for ImageJ2 tools
+==================================
+
+ImageJ2 is a new version of ImageJ for the next generation of multidimensional image data, with a focus on scientific imaging. Its central goal is to broaden the paradigm of ImageJ beyond the limitations of ImageJ 1.x, to support the next generation of multidimensional scientific imaging.
+
+Fiji is an image processing package. It can be described as a "batteries-included" distribution of ImageJ (and ImageJ2), bundling Java, Java3D and a lot of plugins organized into a coherent menu structure. Fiji compares to ImageJ as Ubuntu compares to Linux.
+
+More informations is available at:
+
+* [http://fiji.sc/ImageJ2](http://fiji.sc/ImageJ2)
+* [http://fiji.sc/Fiji](http://fiji.sc/Fiji)
+
+
+Installation
+============
+
+Galaxy tool wrappers use specified Fiji Lifeline versions available from [http://fiji.sc/Downloads](http://fiji.sc/Downloads).  Galaxy should be able to automatically install this package.
+
+The wrappers are available at [https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2](https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2).
+
+
+Use Docker
+==========
+
+A docker image that installs Galaxy with these imaging tools is available at [https://github.com/bgruening/galaxy-imaging](https://github.com/bgruening/galaxy-imaging).
+
+
+Using Fiji with Galaxy tools
+============================
+
+Galaxy ImageJ2 tool wrappers generate a command line that calls a Python script, passing it a series of arguments including a Jython script named jython_script.py that resides in the same directory as the tool wrapper.  During tool execution, the Python script will call ImageJ2 with the --headless argument to run without the ImageJ2 GUI.  The Jython script is also passed to ImageJ2 along with all command line arguments that it expects.  ImageJ2 will execute the Jython script, passing the expected arguments.  The command line to run ImageJ2 from a Galaxy tool wrapper looks something like this:
+
+`ImageJ2 --ij2 --headless --jython ~jython_script.py arg1, arg2, ...`
+
+Each tool execution starts the ImageJ2 application within a Java virtual machine (JVM).  When ImageJ2 is finished processing the Jython script, the results are either written to a file or returned to the calling Galaxy process.  The JVM is shut down, and the Galaxy job terminates.  This approach provides the ability to run ImageJ2 tools from Galaxy on any supported HPC environment.
+
+Of course, eliminating the ImageJ2 GUI restricts us to wrapping only those ImageJ2 plugins that do not require any GUI components (i.e., the ImageJ2 window manager).  Plugins are written by an open community, so not all of them are written in such a way that they can be executed from the command line and produce useful results.  For example, some plugins create one or more images that can only be accessed via calls to the ImageJ2 window manager, and running in headless mode eliminates the window manager as well as other GUI components.
+
+Those familiar with ImageJ2 will find differences with this general pattern for executing ImageJ2 tools within Galaxy.  ImageJ2 accounts for user defined global preferences which are available to tools throughout the session, and an image can be uploaded and run through any number of available tools, saving only the final image.  While Galaxy currently does not account for user preferences defined in ImageJ2, enhancements to the Galaxy framework are planned that will accomodate these kinds of settings (e.g., binary image options).  Also, since Galaxy initiates a new ImageJ2 session with each tool execution, initial images are uploaded to ImageJ2 and resulting images are saved for each tool execution.
+
+The Galaxy ImageJ2 tools currently fall into the following categories.  Additional tools will be added at a steady pace.
+
+Working with Pixels
+===================
+These Galaxy tools wrap the ImageJ2 plugins that are available in the ImageJ2 Process → Math menu.
+
+* **Operate on pixels** - Applies a mathematical expression (add, subtract, multiply, etc.) to each pixel in the image.  When the resulting pixel value overflows/underflows the legal range of the image's data type, the value is reset to the maximum/minimum value.
+
+Filters and Effects
+===================
+These Galaxy tools wrap the ImageJ2 plugins that are available in the ImageJ2 Process menu.
+
+* **Smooth** - Blurs the image by replacing each pixel with the average of its 3x3 neighborhood.
+* **Sharpen** - Increases contrast and accentuates detail in the image, but may also accentuate noise.
+* **Find Edges** - Uses a Sobel edge detector to highlight sharp changes in intensity in the active image.
+* **Add shadow effect** - Produces a shadow effect, with light appearing to come from the selected direction (East, North, Northeast, Northwest, South, Southeast, Southwest and West).
+* **Find Maxima** - Determines the local maxima in an image and creates a binary (mask-like) image of the same size with the maxima (or one segmented particle per maximum) marked.
+* **Enhance contrast** - Enhances image contrast by using either normalization (contrast stretching) or histogram equalization.
+* **Add or remove noise** - Adds specified noise to or removes noise from images.
+
+Binary Image Tools
+==================
+These Galaxy tools wrap the ImageJ2 plugins that are available in the ImageJ2 Process → Binary menu.
+
+* **Convert to binary** - Converts an image into a binary (black and white) image.
+* **Adjust threshold** - Sets lower and upper threshold values, segmenting grayscale images into
+features of interest and background.
+* **Watershed segmentation** - Automatically separates or cuts apart particles that touch.
+* **Analyze particles** - Analyzes the particles in a segmented binary image, providing information about
+each particle in the image.
+* **Skeletonize images** - Uses the Skeletonize3D plugin to find the centerlines (”skeleton”) of objects in the input image.  Skeletonize3d is a plugin written by Ignacio Arganda-Carreras that offers several advantages over the legacy skeletonization algorithm of ImageJ available in the Process → Binary → Skeletonize menu item.  Skeletonize works only with binary 2D images.  Skeletonize3D works with 8-bit 2D images and stacks, expecting the image to be binary. If not, Skeletonize3D considers all pixel values above 0 to be white (255).  While Skeletonize↑ relies on Black background value, the output of Skeletonize3D always has a value of 255 at the skeleton and 0 at background pixels, independently of the Black background option.
+* **Analyze skeleton** - Tags all pixel/voxels in a skeleton image and then counts all its junctions,
+triple and quadruple points and branches, and measures their average and maximum length.
+* **Convert binary image to EDM** - Converts a binary image into a 8-bit grayscale Euclidean Distance Map (EDM). Each foreground (nonzero) pixel in the binary image is assigned a value equal to its distance from the nearest background (zero) pixel.
+
+**Interpreting binary Images in ImageJ2**
+
+Binary images are thresholded to only two values, typically 0 and 1, but often — as with ImageJ — 0 and 255, that represent black and white on an 8-bit scale.
+
+The interpretation of binary images is not universal. While some software packages will always perform binary operations on 255 values (or 1, or any non-zero value), ImageJ takes into account the foreground and background colors of the binary image.
+
+In ImageJ, the **Black background** global preference setting defines not only how new binary images will be created, but also how previously created images are interpreted. This means objects will be inferred on a image-per-image basis.  As such, inverting the LUT (i.e., pixels with a value of zero are white and pixels with a value 255 are black) of a binary image without updating the black background option may lead to unexpected results.  This issue can currently be avoided by properly selecting the **Black background** option available on all Galaxy binary image tools.
+
+BunwarpJ Plugin Tools
+=====================
+These Galaxy tools wrap the bUnwarpJ plugin [http://fiji.sc/BUnwarpJ](http://fiji.sc/BUnwarpJ).
+
+* **Adapt an elastic transformation** - Adapts an elastic transformation to a new image size by transforming the
+coefficients of a specified elastic transformation according to a real image factor.
+* **Align two images** - Performs a simultaneous registration of two images, A and B. Image A is elastically deformed
+in order to look as similar as possible to image B, and, at the same time, the "inverse"
+transformation (from B to A) is also calculated so a pseudo-invertibility of the final deformation
+could be guaranteed.  Two images are produced: the deformed versions of A and B images.
+* **Compare opposite elastic deformations** - Calculates the warping index of two opposite elast transformations, i.e. the average of the geometrical distance between every pixel and its version after applying both transformations (direct and inverse).
+* **Compare elastic and raw deformation** - Calculates the warping index of an elastic transformation and a raw transformation.
+* **Compare two raw deformations** - Calculates the warping index of two raw transformations (same direction).
+* **Compose two elastic transformations** - Composes two elastic transformations into a raw transformation.
+* **Compose two raw transformations** - Composes two raw transformations into another raw transformation.
+* **Compose a raw and an elastic transformation** - Composes a raw transformation and an elastic transformation
+into a raw transformation.
+* **Convert elastic transformation to raw** - Converts an elastic (i.e., B-spline ) transformation file into a raw transformation file.
+* **Apply elastic transformation** - Applies an elastic transformation to an image, producing another image which is elastically
+deformed according to the transformation.
+* **Apply raw transformation** - Applies a raw transformation to an image, producing another image which is deformed according
+to the transformation.
+
+Other Tools
+===========
+* **Create new image** - Creates a new image of a selected type, size, depth and format.
+* **Convert image format** - Converts the format of an input image file, producing an output image.
+
+Licence
+=======
+
+Fiji is released as open source under the GNU General Public License: [http://www.gnu.org/licenses/gpl.html](http://www.gnu.org/licenses/gpl.html)
+
+Fiji builds on top of the ImageJ2 core, which is licensed under the permissive BSD 2-Clause license: [http://opensource.org/licenses/BSD-2-Clause](http://opensource.org/licenses/BSD-2-Clause)
+
+Plugins and other components have their own licenses.
+

Binary file static/images/bunwarpj_scheme.png has changed

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/adapted_transformation.txt	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,19 @@
+Intervals=4
+
+X Coeffs -----------------------------------
+   -71.22261496228916  -0.35442767924191093     70.55477101478836    141.48046330114607    212.39813136117553    283.36374640208885    354.43327963109795 
+   -71.28352256238495   -37.226230944094716     76.34084941944606    160.02208968373813       273.55343187174    254.79291915021662     354.2799811586804 
+    -71.2426429370489    -32.71748193741429     177.9000599691838    128.29850224500663    140.92089517714993    258.80790676143397    354.12912297861186 
+   -71.16592771634139   -5.2361603551610765     200.1952417342254    250.67440518610016     175.9632721236523     269.8182348834141    354.05647262505533 
+   -71.11932853032275   -11.878550966054844    225.55781625788134    230.48529336480044     258.5284090366016     303.9164005876728    354.13779763217406 
+   -71.08970622730098    20.302646615516533     74.38994929885534    150.94855292599084    233.92703879457446    303.27842533983653     354.2944484209131 
+   -71.06392165558401   -0.1475022444872089     70.71553999200232    141.56589696490104    212.44426058522552     283.3913227639922    354.44777541221777 
+
+Y Coeffs -----------------------------------
+                -71.0    -70.97352968109173    -70.89411872436696    -70.84117808655046    -70.89411872436696    -70.97352968109173                 -71.0 
+                  0.0    0.0397054783623835    14.202191039012094    119.43281261970162     -64.7898912338142    -78.07610697398358                   0.0 
+                 71.0     41.99965358343721    48.801650399807585     -4.96831542657184     65.92550026202618    52.529005249001116                  71.0 
+                142.0     42.71037318260199    -10.45958071265268     137.6637735153788    13.689619340755756    126.62467245361297     142.0004344305075 
+   212.99999999999997    214.58667057999367    290.49952942694233    211.47733987307876    213.00310018836666     242.7605654138609    213.00173772203004 
+                284.0     284.0005109248762     324.2670965032303    296.04807329727873    307.46661221661003     309.9351077964876    284.00260658304506 
+   354.99999999999994     355.0003406165841    355.00136246633656     355.0024781300123    353.49851662901756     355.0029471996293       355.00173772203 

Binary file test-data/add_specified_noise.gif has changed

Binary file test-data/analyze_particles_masks.gif has changed

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/analyze_particles_nothing.tabular	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,66 @@
+ 	Area	Mean	Min	Max
[phone]
[phone]
[phone]
[phone]
[phone]
[phone]
[phone]
[phone]
[phone]
[phone]
[phone]
[phone]
[phone]
[phone]
[phone]
[phone]
[phone]
[phone]
[phone]
[phone]
[phone]
[phone]
[phone]
[phone]
[phone]
[phone]
[phone]
[phone]
[phone]
[phone]
[phone]
[phone]
[phone]
[phone]
[phone]
[phone]
[phone]
[phone]
[phone]
[phone]
[phone]
[phone]
[phone]
[phone]
[phone]
[phone]
[phone]
[phone]
[phone]
[phone]
[phone]
[phone]
[phone]
[phone]
[phone]
[phone]
[phone]
[phone]
[phone]
[phone]
[phone]
[phone]
[phone]
[phone]
[phone]

Binary file test-data/analyze_particles_outlines.gif has changed

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/basic.tabular	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,2 @@
+# Branches	Junctions	End-point Voxels	Junction Voxels	Slab Voxels	Average branch length	Triple Points	Quadruple Points	Maximum Branch Length
[phone]	17.344	56	3	70.882

Binary file test-data/blobs.gif has changed

Binary file test-data/blobs_black_edm.gif has changed

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/blobs_count.tabular	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,2 @@
+ 	Count
+1	112

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/blobs_direct_transf.txt	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,19 @@
+Intervals=4
+
+X Coeffs -----------------------------------
+   -34.14981674286569     3.144052189417975     44.74398427283767     72.62900018057132     111.3348086331012    134.27021754923854    171.74048996962574 
+  -46.475609806523806    -28.37507243951631     71.19906566193379     30.10778479539863    122.71885776990422     109.9563576074076    171.94005579124322 
+   -57.04494430952696    1.8032931596380026    61.404945193416715     42.75919945626539     148.2715738833391    126.39195563069309     116.8758739961032 
+   -26.50696765072751    24.133275156317662     45.18779137671111     49.91727740928712     130.5425749032711    160.35055773949284     186.2385413131219 
+    30.36695633747302    -3.333376652604397    35.957597759623795      86.8060703274396     102.5208634329241      126.298277744805     243.1342175649626 
+   -2.831201175463878    -4.836159041803193    36.263197544298954     77.65977608215381     98.47306066697166    149.98143182373533    193.72941653859635 
+   -33.88117649278133    7.9003473752729985    41.603347919804314     72.11109321021485    111.05849721622616    148.16049042863358    181.51669289966162 
+
+Y Coeffs -----------------------------------
+   -32.99874935645494   -10.853014366833959    -18.11337422707787    120.45933796140201   -11.717505555260894    -42.65980408275417    -41.34878020779432 
+   11.306632136922623     42.01572254879719   -18.137465736571315     41.67904406737918       -9.059457409112    -63.14804168936847    -7.646807909694754 
+   20.638424092275454    35.302620259132304    1.8587715711200654     2.065183621887666     13.47064662534885     8.966817348422527     65.74329336525717 
+    79.92027086396175    117.61262084713007      78.2409336472003     102.3526144171297     97.29273111510625     48.80095761073018     89.32772899111102 
+    121.0699654326738    114.38154300759474     23.57251043213103    101.87328690674049    115.94282218472065    106.18526585145909    111.14979545782822 
+   140.58687592247674    130.54971240393465    177.05271414686374    150.48052118800214    150.41722526235608     156.3116913517668    146.21075369002716 
+   175.51191703543347     174.9228152249439    173.31675176966468    181.87538254503764    170.81399893021742    186.14994867024973    185.85560874061068 

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--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/blobs_list.tabular	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,113 @@
+ 	X	Y
+1	95	8
+2	107	24
+3	10	25
+4	34	16
+5	2	20
+6	118	11
+7	19	10
+8	132	0
+9	124	143
[phone]
[phone]
[phone]
+13	125	99
+14	133	80
+15	30	65
+16	46	52
+17	42	41
+18	116	34
+19	24	36
+20	136	33
+21	50	29
+22	86	29
+23	125	23
+24	143	23
+25	71	10
+26	39	8
+27	105	5
+28	5	3
+29	23	0
+30	2	0
[phone]
+32	31	140
[phone]
+34	20	133
[phone]
+36	28	116
[phone]
+38	54	105
+39	15	101
+40	142	95
+41	96	93
+42	4	88
+43	112	91
+44	86	91
+45	58	90
+46	42	90
+47	76	77
+48	102	84
+49	44	81
+50	29	75
+51	41	73
+52	57	73
+53	0	72
+54	118	66
+55	44	68
+56	16	60
+57	67	64
+58	125	63
+59	85	63
+60	108	62
+61	88	49
+62	122	47
+63	97	48
+64	64	43
+65	143	47
+66	28	44
+67	85	46
+68	1	44
+69	14	42
+70	127	40
+71	63	36
+72	93	28
+73	60	28
+74	23	26
+75	73	23
+76	62	24
+77	142	18
+78	49	15
+79	77	3
+80	101	1
+81	95	1
+82	95	140
+83	83	138
+84	69	139
+85	68	126
+86	6	133
+87	70	135
+88	52	135
+89	90	124
+90	88	116
+91	1	114
+92	51	112
+93	8	113
+94	83	112
+95	62	109
+96	31	105
+97	81	99
+98	33	99
+99	31	92
+100	59	85
+101	51	70
+102	79	57
[phone]
[phone]
[phone]
+106	12	48
+107	94	64
+108	43	24
+109	98	22
+110	67	78
+111	143	7
+112	143	0

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Binary file test-data/clown_binary.jpg has changed

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/composed_raw_elastic_transformation.txt	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,5 @@
+Width=144
+Height=144
+
+X Trans -----------------------------------
+   -8.356784649818302    -7.197224454983437    -6.007291128456463     -4.78857035976083    -3.542648755368276     -2.27111292175059   -0.9755494653795207   0.34245500727314293    1.6813138897356357    3.0394405755361955     4.415248458203067     5.807150931264452      7.21356138824859     6.722616523231703     7.982832965851492     9.241901922762699    10.500157904929564    11.755439850906992    13.007881998138114    14.257818796273467    15.503597042436024      16.7441831444607    17.979203521782882    19.209729191621175    20.434924351265607    21.653927817871562    22.868018271403987    24.077212618583225     25.28220858222662    26.482822213238034     27.68108269563495    28.876976885081163    30.071735843481154    31.267312088467172    32.461884574486334      33.6540253250871     34.84451070010306    36.032159052340404     37.21731193936262     38.40098887470948     39.58514301848773      40.7697991777691     41.95621659878733     43.14336916337468    44.332762755666245     45.52368427263207     46.71616063628192      47.9102587132078     49.10447011578231     50.29945996745416     51.49280946178481     52.68452392595436     53.87243480117253      55.0558589967881     56.23259866253449     57.40168688627666    58.560586048253406     59.70814582308569    60.842020356312204     61.96028478681958     63.06129999594824     64.14282865164152     65.20294849643733     66.23977708520655       67.251514074432      68.2364787499741     69.19379132689076     70.12368273237351     71.02688237947935     71.90443109666018     72.75759402782955     73.58797464576547     74.39754123580246     75.18880500856693     75.96371546546276      76.7252296396663     77.47583769656181     78.21957975177521     78.95905016293707     79.69712587468834      80.4370485162662     81.18210364892593     81.93429837927215     82.69597230924478      83.4691472921311     84.25544962565074     85.05614376573314     85.87215879473054     86.70392313153135     87.55146827026859     88.41445157658053     89.29218897542948     90.18369572122522     91.08773317913175    102.68235537543303     103.7042131782845    104.71196201385267    105.70449758967617    106.68071561329351    107.63951179224333    108.57978183406415    109.50042144629455    110.40032633647319     111.2783922121385    112.13351478082917    112.96458975008372    113.77051282744074    114.55017972043879    115.30267699164074    116.02873972512184    116.72995672023089    117.40792272643284     118.0642324931926    118.70048076997512    119.31826230624539    119.91917185146836    120.50480415510899    121.07675396663221    121.63661603550297    122.18598511118623    122.72645594314696     123.2596232808501    123.78708187376054    124.31042647134338    124.83125182306345    125.35115267838574    125.87172378677525    126.39455989769684    126.92125576061551    127.45340612499622    127.99260574030393    128.54044935600356     129.0985317215601    129.66844758643848    130.25179170010364    130.85015881202057     131.4651436716542     132.0983410284695    132.75134563193137    133.42575223150482    134.12315557665482    134.84515041684625     135.5933315015441    136.36929118355562 

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/composed_raw_transformation.txt	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,5 @@
+Width=144
+Height=144
+
+X Trans -----------------------------------
+   -8.356784649818302    -7.197224454983437    -6.007291128456463     -4.78857035976083    -3.542648755368276     -2.27111292175059   -0.9755494653795207   0.34245500727314293    1.6813138897356357    3.0394405755361955     4.415248458203067     5.807150931264452      7.21356138824859     6.722616523231703     7.982832965851492     9.241901922762699    10.500157904929564    11.755439850906992    13.007881998138114    14.257818796273467    15.503597042436024      16.7441831444607    17.979203521782882    19.209729191621175    20.434924351265607    21.653927817871562    22.868018271403987    24.077212618583225     25.28220858222662    26.482822213238034     27.68108269563495    28.876976885081163    30.071735843481154    31.267312088467172    32.461884574486334      33.6540253250871     34.84451070010306    36.032159052340404     37.21731193936262     38.40098887470948     39.58514301848773      40.7697991777691     41.95621659878733     43.14336916337468    44.332762755666245     45.52368427263207     46.71616063628192      47.9102587132078     49.10447011578231     50.29945996745416     51.49280946178481     52.68452392595436     53.87243480117253      55.0558589967881     56.23259866253449     57.40168688627666    58.560586048253406     59.70814582308569    60.842020356312204     61.96028478681958     63.06129999594824     64.14282865164152     65.20294849643733     66.23977708520655       67.251514074432      68.2364787499741     69.19379132689076     70.12368273237351     71.02688237947935     71.90443109666018     72.75759402782955     73.58797464576547     74.39754123580246     75.18880500856693     75.96371546546276      76.7252296396663     77.47583769656181     78.21957975177521     78.95905016293707     79.69712587468834      80.4370485162662     81.18210364892593     81.93429837927215     82.69597230924478      83.4691472921311     84.25544962565074     85.05614376573314     85.87215879473054     86.70392313153135     87.55146827026859     88.41445157658053     89.29218897542948     90.18369572122522     91.08773317913175    102.68235537543303     103.7042131782845    104.71196201385267    105.70449758967617    106.68071561329351    107.63951179224333    108.57978183406415    109.50042144629455    110.40032633647319     111.2783922121385    112.13351478082917    112.96458975008372    113.77051282744074    114.55017972043879    115.30267699164074    116.02873972512184    116.72995672023089    117.40792272643284     118.0642324931926    118.70048076997512    119.31826230624539    119.91917185146836    120.50480415510899    121.07675396663221    121.63661603550297    122.18598511118623    122.72645594314696     123.2596232808501    123.78708187376054    124.31042647134338    124.83125182306345    125.35115267838574    125.87172378677525    126.39455989769684    126.92125576061551    127.45340612499622    127.99260574030393    128.54044935600356     129.0985317215601    129.66844758643848    130.25179170010364    130.85015881202057     131.4651436716542     132.0983410284695    132.75134563193137    133.42575223150482    134.12315557665482    134.84515041684625     135.5933315015441    136.36929118355562 

Binary file test-data/create_image1.jpg has changed

Binary file test-data/despeckle.gif has changed

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/detailed.tabular	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,2 @@
+# Branches	Junctions	End-point Voxels	Junction Voxels	Slab Voxels	Average branch length	Triple Points	Quadruple Points	Maximum Branch Length
[phone]	17.344	56	3	70.882

Binary file test-data/dot_blot.jpg has changed

Binary file test-data/dot_blot.png has changed

Binary file test-data/dot_blot.tiff has changed

Binary file test-data/dotblot.jpg has changed

Binary file test-data/elastic_trans_registered_source1.png has changed

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/largest_shortest_path_basic.tabular	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,2 @@
+# Branches	Junctions	End-point Voxels	Junction Voxels	Slab Voxels	Average branch length	Triple Points	Quadruple Points	Maximum Branch Length	Longest Shortest Path	spx	spy	spz
[phone]	17.344	56	3	70.882	207.380	135	137	0

Binary file test-data/mask_ramp.gif has changed

Binary file test-data/mask_white.png has changed

Binary file test-data/raw_trans_registered_source1.png has changed

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/raw_transformation.txt	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,5 @@
+Width=144
+Height=144
+
+X Trans -----------------------------------
+    4.176715938136983     5.028059425766952     5.848163112344083     6.625286081420434     7.346949869450837     7.999993504600507     8.570638908853306     9.044622789513964     9.413506255387968     9.681218421492703     9.854312101993061     9.940614113498254     9.949133680349874     9.889960336823316     9.774150445497835     9.613603978540679     9.420928827203937     9.209297594621251      8.99229520815497     8.783758029488393     8.597605040212112     8.447661785513965     8.347477892926463     8.310139148227263     8.348075306899938     8.472865046334638     8.695039719264653      9.02388784955587     9.467262612735961    10.031394859423866    10.720714562420634    11.537683888429232    12.482635931423559    13.548553680644847    14.713909933407903    15.955437681044362    17.250615997032845     18.57910317041673    19.924588848162042    21.273131961240793     22.61287165006273    23.933978509626925    25.228599373795102     26.49079330268239      27.7164571781934     28.90324005022652    30.050446065539795     31.15892642005994     32.23096128077027     33.27013301056534     34.28119229030748    35.269918863348025     36.24297862912084     37.20777868670669    38.172321680760554     39.14506043617836    40.134753390327724     41.15032074914446     42.20070061327572     43.29470355140843     44.44086325080732     45.64727996412613    46.921452516062644     48.27009365995084     49.69892261951472     51.21242468486518     52.81308002996115      54.5006890705208     56.27295866194047     58.12547164246331     60.05155284704986    62.042126167374654      64.0853963435782     66.16300087019144     68.25096023630147     70.32434810515224     72.35799991286407     74.32708587789452     76.20772360258024     77.97761366869307     79.61667819048832     81.10767966466686     82.43679584207585     83.59412588149885     84.57410381192264     85.37579734320398      86.0030732794589     86.46461509691974     86.77378348443933     86.94831659732299     87.00987319114694     86.98342840026854     86.89653840770765     86.77849631690853     86.65940540750502     86.56678652831073     86.51894680093264     86.52962234401939      86.6091568313555     86.76444343256262     86.99795950541491     87.30767458029689      87.6887773859162      88.1343150744824     88.63573469192004     89.18339795340363     89.76705660855026     90.37627810648544     91.00098259921862     91.63313750582321     92.26649727091988     92.89592945322954     93.51736271382487     94.12771798912087     94.72482575123138     95.30733544608778     95.87462173881887     96.42669102951422      96.9640907767786     97.48782343666693     97.99926625358638     98.50009769694455     98.99223099750193     99.47775497987517     99.95888219552717    100.43790422009906    100.91715387889398    101.39897409567641     101.8856930154123    102.37960502529904    102.88295728576551    103.39794138037603    103.92668969786209    104.47127616862906    105.03372099039578    105.61599899198129     106.2200512999695    106.84779998979062    107.50116542083198     108.1820859751434    108.89253994223978    109.63456932007529    110.41030533674008    111.22199287092927 

Binary file test-data/registered_source1.png has changed

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Binary file test-data/registered_target2.png has changed

Binary file test-data/remove_outliers.gif has changed

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/shortest_branch_all_yes.tabular	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,205 @@
+# Branches	Junctions	End-point Voxels	Junction Voxels	Slab Voxels	Average branch length	Triple Points	Quadruple Points	Maximum Branch Length	Longest Shortest Path	spx	spy	spz
+1	0	2	0	1	2.414	0	0	2.414	2.414	1	59	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	4	91	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	5	43	0
[phone]	9.176	61	9	96.113	277.930	161	0	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	5	80	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	6	53	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	6	67	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	8	64	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	7	75	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	9	66	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	9	76	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	11	81	0
+1	0	2	0	0	1.414	0	0	1.414	1.414	15	65	0
+1	0	2	0	3	4.000	0	0	4.000	4.000	27	84	0
+1	0	2	0	1	2.000	0	0	2.000	2.000	27	93	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	26	99	0
+1	0	2	0	3	4.414	0	0	4.414	4.414	38	91	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	39	88	0
+1	0	2	0	3	5.657	0	0	5.657	5.657	49	111	0
+5	2	4	2	97	23.182	2	0	58.385	100.770	92	174	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	65	31	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	66	175	0
+1	0	2	0	4	5.828	0	0	5.828	5.828	88	42	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	89	177	0
+1	0	2	0	4	5.828	0	0	5.828	5.828	97	51	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	95	44	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	105	14	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	104	20	0
[phone]	5.803	65	37	34.142	352.779	279	50	0
[phone]	6.437	25	11	34.142	212.675	192	110	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	121	35	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	132	54	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	135	53	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	138	116	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	138	124	0
[phone]	9.834	10	1	20.728	116.633	207	123	0
+5	2	4	2	44	12.285	2	0	26.799	52.184	176	174	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	156	54	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	162	61	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	163	56	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	163	59	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	166	58	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	168	59	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	168	154	0
+1	0	2	0	0	1.414	0	0	1.414	1.414	173	183	0
+1	0	2	0	1	2.000	0	0	2.000	2.000	175	0	0
+1	0	2	0	0	1.414	0	0	1.414	1.414	176	170	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	176	182	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	177	172	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	179	0	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	179	175	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	178	179	0
+4	1	4	4	6	4.282	0	1	5.650	10.479	182	195	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	179	183	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	180	2	0
+1	0	2	0	2	3.000	0	0	3.000	3.000	184	0	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	186	53	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	190	53	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	189	71	0
+1	0	2	0	1	2.414	0	0	2.414	2.414	192	3	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	190	50	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	193	64	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	192	66	0
+1	0	2	0	1	2.000	0	0	2.000	2.000	195	102	0
+1	0	2	0	1	2.414	0	0	2.414	2.414	196	68	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	196	66	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	199	102	0
+1	0	2	0	0	1.414	0	0	1.414	1.414	205	71	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	206	129	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	208	6	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	210	72	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	210	80	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	211	83	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	211	63	0
+1	0	2	0	6	8.657	0	0	8.657	8.657	216	74	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	212	65	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	212	99	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	215	65	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	214	67	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	214	69	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	214	86	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	214	97	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	216	9	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	218	91	0
+1	0	2	0	2	3.414	0	0	3.414	3.414	222	8	0
+1	0	2	0	1	2.000	0	0	2.000	2.000	224	94	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	225	55	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	225	7	0
+3	1	3	1	8	4.219	1	0	6.414	9.828	234	11	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	229	61	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	229	104	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	229	109	0
+3	1	3	1	3	3.162	1	0	4.243	7.071	234	58	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	231	102	0
+1	0	2	0	1	2.000	0	0	2.000	2.000	235	5	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	236	41	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	236	60	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	237	111	0
+1	0	2	0	1	2.000	0	0	2.000	2.000	239	56	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	240	111	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	240	19	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	240	109	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	242	107	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	244	9	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	246	108	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	247	27	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	248	108	0
+1	0	2	0	1	2.414	0	0	2.414	2.414	251	109	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	250	61	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	253	31	0
+1	0	2	0	2	3.000	0	0	3.000	3.000	253	36	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	253	63	0
+1	0	2	0	0	1.414	0	0	1.414	1.414	254	67	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	254	71	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	255	57	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	257	45	0
+1	0	2	0	6	7.414	0	0	7.414	7.414	265	70	0
+1	0	2	0	1	2.000	0	0	2.000	2.000	260	61	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	262	67	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	263	60	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	267	48	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	268	60	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	271	70	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	273	64	0
+1	0	2	0	11	13.243	0	0	13.243	13.243	277	7	0
+1	0	2	0	1	2.000	0	0	2.000	2.000	277	47	0
+1	0	2	0	3	4.828	0	0	4.828	4.828	277	58	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	279	52	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	279	15	0
+1	0	2	0	1	2.000	0	0	2.000	2.000	281	63	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	280	11	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	280	31	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	280	60	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	282	52	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	281	67	0
+1	0	2	0	2	3.000	0	0	3.000	3.000	285	47	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	283	54	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	283	77	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	283	11	0
+1	0	2	0	1	2.000	0	0	2.000	2.000	285	66	0
+3	1	3	3	12	6.495	1	0	7.828	14.657	297	56	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	284	64	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	286	17	0
+1	0	2	0	1	2.414	0	0	2.414	2.414	287	28	0
+1	0	2	0	2	3.414	0	0	3.414	3.414	286	110	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	286	57	0
+1	0	2	0	3	4.414	0	0	4.414	4.414	289	86	0
+1	0	2	0	1	2.414	0	0	2.414	2.414	288	36	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	287	108	0
+1	0	2	0	1	2.414	0	0	2.414	2.414	289	122	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	287	134	0
[phone]	5.956	6	0	20.899	68.184	309	78	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	288	69	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	288	75	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	288	92	0
+1	0	2	0	1	2.000	0	0	2.000	2.000	293	46	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	291	78	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	292	71	0
+1	0	2	0	7	8.828	0	0	8.828	8.828	300	119	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	293	135	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	296	22	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	296	30	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	296	145	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	298	27	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	297	75	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	298	157	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	298	24	0
+1	0	2	0	1	2.000	0	0	2.000	2.000	301	88	0
+1	0	2	0	1	2.000	0	0	2.000	2.000	301	98	0
+5	1	5	3	15	5.994	0	0	12.243	18.899	313	82	0
+1	0	2	0	1	2.414	0	0	2.414	2.414	303	35	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	303	104	0
+1	0	2	0	2	3.000	0	0	3.000	3.000	306	75	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	303	118	0
+1	0	2	0	1	2.414	0	0	2.414	2.414	305	123	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	304	52	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	305	73	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	304	115	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	306	32	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	306	87	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	306	94	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	306	127	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	308	89	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	309	39	0
+1	0	2	0	5	6.000	0	0	6.000	6.000	315	94	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	309	99	0
+1	0	2	0	4	6.243	0	0	6.243	6.243	315	48	0
+1	0	2	0	8	10.657	0	0	10.657	10.657	312	50	0
+1	0	2	0	4	5.000	0	0	5.000	5.000	315	57	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	311	141	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	312	4	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	313	27	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	313	55	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	313	84	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	314	75	0
+1	0	2	0	0	1.414	0	0	1.414	1.414	316	9	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	316	30	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	316	79	0
+1	0	2	0	2	3.000	0	0	3.000	3.000	319	27	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	317	55	0
+1	0	2	0	1	2.000	0	0	2.000	2.000	318	63	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	317	23	0
+1	0	2	0	1	2.000	0	0	2.000	2.000	319	83	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	319	58	0

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/shortest_branch_basic.tabular	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,205 @@
+# Branches	Junctions	End-point Voxels	Junction Voxels	Slab Voxels	Average branch length	Triple Points	Quadruple Points	Maximum Branch Length
+1	0	2	0	1	2.414	0	0	2.414
+1	0	2	0	0	1.000	0	0	1.000
+0	0	1	0	0	0.000	0	0	0.000
[phone]	9.176	61	9	96.113
+0	0	1	0	0	0.000	0	0	0.000
+0	0	1	0	0	0.000	0	0	0.000
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	0	1.000	0	0	1.000
+0	0	1	0	0	0.000	0	0	0.000
+0	0	1	0	0	0.000	0	0	0.000
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	0	1.000	0	0	1.000
+1	0	2	0	0	1.414	0	0	1.414
+1	0	2	0	3	4.000	0	0	4.000
+1	0	2	0	1	2.000	0	0	2.000
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	3	4.414	0	0	4.414
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	3	5.657	0	0	5.657
+5	2	4	2	97	23.182	2	0	58.385
+0	0	1	0	0	0.000	0	0	0.000
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	4	5.828	0	0	5.828
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	4	5.828	0	0	5.828
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	0	1.000	0	0	1.000
+0	0	1	0	0	0.000	0	0	0.000
[phone]	5.803	65	37	34.142
[phone]	6.437	25	11	34.142
+0	0	1	0	0	0.000	0	0	0.000
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	0	1.000	0	0	1.000
+0	0	1	0	0	0.000	0	0	0.000
+0	0	1	0	0	0.000	0	0	0.000
[phone]	9.834	10	1	20.728
+5	2	4	2	44	12.285	2	0	26.799
+0	0	1	0	0	0.000	0	0	0.000
+0	0	1	0	0	0.000	0	0	0.000
+0	0	1	0	0	0.000	0	0	0.000
+0	0	1	0	0	0.000	0	0	0.000
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	0	1.000	0	0	1.000
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	0	1.414	0	0	1.414
+1	0	2	0	1	2.000	0	0	2.000
+1	0	2	0	0	1.414	0	0	1.414
+1	0	2	0	0	1.000	0	0	1.000
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	0	1.000	0	0	1.000
+1	0	2	0	0	1.000	0	0	1.000
+0	0	1	0	0	0.000	0	0	0.000
+4	1	4	4	6	4.282	0	1	5.650
+0	0	1	0	0	0.000	0	0	0.000
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	2	3.000	0	0	3.000
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	0	1.000	0	0	1.000
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	1	2.414	0	0	2.414
+1	0	2	0	0	1.000	0	0	1.000
+1	0	2	0	0	1.000	0	0	1.000
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	1	2.000	0	0	2.000
+1	0	2	0	1	2.414	0	0	2.414
+0	0	1	0	0	0.000	0	0	0.000
+0	0	1	0	0	0.000	0	0	0.000
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Binary file test-data/skeletonized_blobs.gif has changed

Binary file test-data/skeletonized_clown.jpg has changed

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/source_elastic_transformation.txt	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,19 @@
+Intervals=4
+
+X Coeffs -----------------------------------
+   -35.61130748114458  -0.17721383962095547     35.27738550739418     70.74023165057304    106.19906568058776    141.68187320104443    177.21663981554897 
+   -35.64176128119247   -18.613115472047358     38.17042470972303     80.01104484186907       136.77671593587    127.39645957510831     177.1399905793402 
+   -35.62132146852445   -16.358740968707146      88.9500299845919     64.14925112250332     70.46044758857497    129.40395338071698    177.06456148930593 
+   -35.58296385817069   -2.6180801775805382     100.0976208671127    125.33720259305008     87.98163606182615    134.90911744170705    177.02823631252767 
+   -35.55966426516137    -5.939275483027422    112.77890812894067    115.24264668240022     129.2642045183008     151.9582002938364    177.06889881608703 
+   -35.54485311365049    10.151323307758267     37.19497464942767     75.47427646299542    116.96351939728723    151.63921266991827    177.14722421045656 
+  -35.531960827792005  -0.07375112224360444     35.35776999600116     70.78294848245052    106.22213029261276     141.6956613819961    177.22388770610888 
+
+Y Coeffs -----------------------------------
+                -35.5    -35.48676484054587    -35.44705936218348    -35.42058904327523    -35.44705936218348    -35.48676484054587                 -35.5 
+                  0.0   0.01985273918119175     7.101095519506047     59.71640630985081     -32.3949456169071    -39.03805348699179                   0.0 
+                 35.5    20.999826791718604    24.400825199903792     -2.48415771328592     32.96275013101309    26.264502624500558                  35.5 
+                 71.0    21.355186591300996     -5.22979035632634      68.8318867576894     6.844809670377878     63.31233622680649     71.00021721525376 
+   106.49999999999999    107.29333528999683    145.24976471347117    105.73866993653938    106.50155009418333    121.38028270693044    106.50086886101502 
+                142.0     142.0002554624381    162.13354825161514    148.02403664863937    153.73330610830502     154.9675538982438    142.00130329152253 
+   177.49999999999997    177.50017030829204    177.50068123316828    177.50123906500616    176.74925831450878    177.50147359981466      177.500868861015 

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/source_raw_transformation.txt	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,294 @@
+Width=144
+Height=144
+
+X Trans -----------------------------------
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--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/target_elastic_transformation.txt	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,19 @@
+Intervals=4
+
+X Coeffs -----------------------------------
+  -36.117111387825766    -5.385082876408411     29.45328994432716     69.52713740463037    104.86444345420553    140.38588675017897    176.15810397808303 
+    -36.2264937297932     32.74325846227494   -23.191917392170573    114.86951887066796     57.81410506673627     93.56163377395188    175.07587514376843 
+   0.8001972037270695    12.384298514696155     18.96171978376125    -9.054176385210205    169.21498785601005      94.5062179325982       133.72979056309 
+     37.4575728168268     6.705478803782103    16.339916785568008     5.562964841921719     65.90677629039934     122.5348986039493     141.4180288611356 
+    5.496315162772514     8.984072369276337    19.160018686442353   -3.7679568417648954     43.56505263435343    117.04632483917443     169.8089818139191 
+  -30.985076022709965     30.48234563028456     -4.57185947623744      39.9368298981367     73.31325150981691     133.0187666782411     176.1637707773676 
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+
+Y Coeffs -----------------------------------
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--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/target_raw_transformation.txt	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,294 @@
+Width=144
+Height=144
+
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--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/warping_index.txt	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,1 @@
+22.224744070209738

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/warping_index1.txt	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,1 @@
+33.6

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/warping_index2.txt	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,1 @@
+0.0

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/warping_index_raw.txt	Tue Sep 17 17:06:19 2019 -0400
@@ -0,0 +1,1 @@
+66.4