Mercurial > repos > bgruening > imagej2_bunwarpj_convert_to_raw
changeset 0:191d574ddd8d draft default tip
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b'7e5cd452018ae9507c2d1cd13dd688a747550393\n'
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--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/imagej2_adjust_threshold_binary.py Sat Mar 18 09:43:20 2017 -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 Sat Mar 18 09:43:20 2017 -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 Sat Mar 18 09:43:20 2017 -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 Sat Mar 18 09:43:20 2017 -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 Sat Mar 18 09:43:20 2017 -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 Sat Mar 18 09:43:20 2017 -0400 @@ -0,0 +1,147 @@ +import jython_utils +import math +import sys +from ij import IJ +from skeleton_analysis 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 ) )
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/imagej2_base_utils.py Sat Mar 18 09:43:20 2017 -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)
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/imagej2_binary_to_edm.py Sat Mar 18 09:43:20 2017 -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 Sat Mar 18 09:43:20 2017 -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 Sat Mar 18 09:43:20 2017 -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 Sat Mar 18 09:43:20 2017 -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 Sat Mar 18 09:43:20 2017 -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 Sat Mar 18 09:43:20 2017 -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 Sat Mar 18 09:43:20 2017 -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 Sat Mar 18 09:43:20 2017 -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_compose_elastic.py Sat Mar 18 09:43:20 2017 -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 Sat Mar 18 09:43:20 2017 -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 Sat Mar 18 09:43:20 2017 -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 Sat Mar 18 09:43:20 2017 -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_convert_to_raw.xml Sat Mar 18 09:43:20 2017 -0400 @@ -0,0 +1,49 @@ +<?xml version='1.0' encoding='UTF-8'?> +<tool id="imagej2_bunwarpj_convert_to_raw" name="Convert elastic transformation to raw" version="@WRAPPER_VERSION@.0"> + <description>with bUnwarpJ</description> + <macros> + <import>imagej2_macros.xml</import> + </macros> + <expand macro="fiji_requirements" /> + <command> +<![CDATA[ + python $__tool_directory__/imagej2_bunwarpj_convert_to_raw.py + --target_image "$target_image" + --target_image_format $target_image.ext + --source_image "$source_image" + --source_image_format $source_image.ext + --elastic_transformation "$elastic_transformation" + --raw_transformation "$raw_transformation" +]]> + </command> + <inputs> + <param format="bmp,eps,gif,jpg,pcx,pgm,png,psd,tiff" name="target_image" type="data" label="Target image"/> + <param format="bmp,eps,gif,jpg,pcx,pgm,png,psd,tiff" name="source_image" type="data" label="Source image"/> + <!-- Support for a bUnwarpJ elastic transformation datatype should be added to Galaxy --> + <param format="txt" name="elastic_transformation" type="data" label="Elastic transformation" help="As saved by bUnwarpJ in elastic format"/> + </inputs> + <outputs> + <!-- Support for a bUnwarpJ raw transformation datatype should be added to Galaxy --> + <data name="raw_transformation" format="txt" label="${tool.name} on ${on_string}: Raw transformation" /> + </outputs> + <tests> + <test> + <param name="target_image" value="dotblot.jpg" /> + <param name="source_image" value="blobs.gif" /> + <param name="elastic_transformation" value="source_elastic_transformation.txt" ftype="txt" /> + <output name="raw_transformation" file="source_raw_transformation.txt" ftype="txt" /> + </test> + </tests> + <help> +**What it does** + +<![CDATA[ +Converts an elastic (i.e., B-spline ) transformation file into a raw transformation file. The elastic +transformation file must be in the same format as the files created with the **Save Transformation** +option in the **Align two images with bUnwarpJ** tool. + +]]> + + </help> + <expand macro="bunwarpj_citations" /> +</tool>
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/imagej2_bunwarpj_elastic_transform.py Sat Mar 18 09:43:20 2017 -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 Sat Mar 18 09:43:20 2017 -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 Sat Mar 18 09:43:20 2017 -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 Sat Mar 18 09:43:20 2017 -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 Sat Mar 18 09:43:20 2017 -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 Sat Mar 18 09:43:20 2017 -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 Sat Mar 18 09:43:20 2017 -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 Sat Mar 18 09:43:20 2017 -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 Sat Mar 18 09:43:20 2017 -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 Sat Mar 18 09:43:20 2017 -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 Sat Mar 18 09:43:20 2017 -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 Sat Mar 18 09:43:20 2017 -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 Sat Mar 18 09:43:20 2017 -0400 @@ -0,0 +1,106 @@ +<?xml version='1.0' encoding='UTF-8'?> +<macros> + <token name="@WRAPPER_VERSION@">2.0</token> + <xml name="fiji_requirements"> + <requirements> + <requirement type="package" version="20151222">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 Sat Mar 18 09:43:20 2017 -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 Sat Mar 18 09:43:20 2017 -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 Sat Mar 18 09:43:20 2017 -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 Sat Mar 18 09:43:20 2017 -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 Sat Mar 18 09:43:20 2017 -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 Sat Mar 18 09:43:20 2017 -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 Sat Mar 18 09:43:20 2017 -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 Sat Mar 18 09:43:20 2017 -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 Sat Mar 18 09:43:20 2017 -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 Sat Mar 18 09:43:20 2017 -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 Sat Mar 18 09:43:20 2017 -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 Sat Mar 18 09:43:20 2017 -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 Sat Mar 18 09:43:20 2017 -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 Sat Mar 18 09:43:20 2017 -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 Sat Mar 18 09:43:20 2017 -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 Sat Mar 18 09:43:20 2017 -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 ) )
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/jython_utils.py Sat Mar 18 09:43:20 2017 -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 Sat Mar 18 09:43:20 2017 -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. +
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/test-data/adapted_transformation.txt Sat Mar 18 09:43:20 2017 -0400 @@ -0,0 +1,19 @@ +Intervals=4 + +X Coeffs ----------------------------------- + -71.22261496228913 -0.35442767924182567 70.5547710147885 141.48046330114624 212.39813136117579 283.3637464020891 354.4332796310982 + -71.2835225623849 -37.226230944092485 76.34084927047472 160.0220898710956 273.5534314476791 254.7929191534763 354.2799811586807 + -71.24264293704886 -32.717481933351436 177.900060261667 128.29850280481196 140.92089564095173 258.8079071372909 354.1291229786122 + -71.16592771634136 -5.236159763892142 200.1952425109348 250.67440585445223 175.9632713007765 269.8182348995844 354.0564726250557 + -71.11932853032273 -11.87855104543779 225.5578161036362 230.4852934323744 258.52840837807247 303.91640067506466 354.1377976321743 + -71.08970622730097 20.30264667445144 74.38994931598027 150.94855290124838 233.92703904887358 303.2784254978455 354.2944484209133 + -71.06392165558401 -0.1475022444871681 70.71553999200238 141.56589696490116 212.4442605852257 283.39132276399243 354.44777541221794 + +Y Coeffs ----------------------------------- + -71.0 -70.97352968109173 -70.89411872436696 -70.84117808655044 -70.89411872436696 -70.97352968109173 -71.0 + 0.0 0.039705478362387206 14.202190458478983 119.43281294352671 -64.78989141144328 -78.07610607768646 0.0 + 71.0 41.99965326631691 48.80164935171596 -4.9683157340000115 65.92550004213082 52.52900543738611 71.0 + 142.0 42.7103736921687 -10.459581618430008 137.6637732621094 13.689619979260952 126.62467224853489 142.0004344305075 + 212.99999999999997 214.5866706545577 290.49952977183693 211.4773396845523 213.00310018836666 242.76056508896392 213.00173772203004 + 284.0 284.0005109248762 324.26709653143405 296.048073221018 307.46661221660145 309.93510779846525 284.00260658304506 + 354.99999999999994 355.0003406165841 355.00136246633656 355.0024781300123 353.49851663935226 355.0029471996293 355.00173772203
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/test-data/analyze_particles_nothing.tabular Sat Mar 18 09:43:20 2017 -0400 @@ -0,0 +1,66 @@ + Area Mean Min Max +1 136 255 255 255 +2 60 255 255 255 +3 206 255 255 255 +4 139 255 255 255 +5 152 255 255 255 +6 86 255 255 255 +7 72 255 255 255 +8 25 255 255 255 +9 85 255 255 255 +10 9 255 255 255 +11 157 255 255 255 +12 207 255 255 255 +13 29 255 255 255 +14 73 255 255 255 +15 143 255 255 255 +16 125 255 255 255 +17 159 255 255 255 +18 133 255 255 255 +19 85 255 255 255 +20 109 255 255 255 +21 51 255 255 255 +22 133 255 255 255 +23 133 255 255 255 +24 81 255 255 255 +25 162 255 255 255 +26 88 255 255 255 +27 212 255 255 255 +28 55 255 255 255 +29 116 255 255 255 +30 172 255 255 255 +31 103 255 255 255 +32 4 255 255 255 +33 60 255 255 255 +34 198 255 255 255 +35 187 255 255 255 +36 7 255 255 255 +37 85 255 255 255 +38 80 255 255 255 +39 75 255 255 255 +40 103 255 255 255 +41 151 255 255 255 +42 52 255 255 255 +43 122 255 255 255 +44 129 255 255 255 +45 77 255 255 255 +46 171 255 255 255 +47 117 255 255 255 +48 207 255 255 255 +49 119 255 255 255 +50 181 255 255 255 +51 22 255 255 255 +52 49 255 255 255 +53 150 255 255 255 +54 191 255 255 255 +55 170 255 255 255 +56 64 255 255 255 +57 174 255 255 255 +58 270 255 255 255 +59 87 255 255 255 +60 69 255 255 255 +61 1 255 255 255 +62 29 255 255 255 +63 25 255 255 255 +64 16 255 255 255 +65 15 255 255 255
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/test-data/basic.tabular Sat Mar 18 09:43:20 2017 -0400 @@ -0,0 +1,2 @@ +# Branches Junctions End-point Voxels Junction Voxels Slab Voxels Average branch length Triple Points Quadruple Points Maximum Branch Length +96 60 7 120 1246 17.344 56 3 70.882
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/test-data/blobs_count.tabular Sat Mar 18 09:43:20 2017 -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 Sat Mar 18 09:43:20 2017 -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
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/test-data/blobs_list.tabular Sat Mar 18 09:43:20 2017 -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 +10 130 139 +11 142 126 +12 140 108 +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 +31 114 141 +32 31 140 +33 112 136 +34 20 133 +35 125 122 +36 28 116 +37 110 109 +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 +103 109 54 +104 112 50 +105 104 48 +106 12 48 +107 94 64 +108 43 24 +109 98 22 +110 67 78 +111 143 7 +112 143 0
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/test-data/composed_raw_elastic_transformation.txt Sat Mar 18 09:43:20 2017 -0400 @@ -0,0 +1,5 @@ +Width=144 +Height=144 + +X Trans ----------------------------------- + -8.356784653806 -7.19722445933423 -6.007291133186594 -4.78857036488247 -3.542648760889531 -2.2711129276754933 -0.9755494717080331 0.3424550005451312 1.6813138826162999 3.0394405680377843 4.415248450341898 5.807150923060913 7.213561379727148 6.72261649327099 7.982832936028677 9.241901893254663 10.500157875934473 11.75543982265033 13.007881970775816 14.257818768588404 15.503597016003734 16.74418311942049 17.9792034982406 19.209729168494338 20.434924329815836 21.653927798112072 22.86801825237373 24.077212601261575 25.282208566500245 26.482822198237937 27.681082682043428 28.876976872798796 30.071735831624903 31.267312077595502 32.46188456380143 33.6540253152319 34.84451069033458 36.03215904335272 37.217311930498525 38.400988866718976 39.58514301082836 40.7697991711722 41.95621659272179 43.14336915803154 44.332762751803635 45.5236842698598 46.71616063533028 47.910258713745755 49.104470118480954 50.29945997203509 51.49280946846857 52.68452393520501 53.872434812799845 55.055859011152926 56.2325986794736 57.40168690601625 58.56058607104374 59.708145848538805 60.84202038448327 61.96028481752095 63.06130002910135 64.1428286870616 65.20294853390799 66.23977712448233 67.25151411522519 68.23647879201101 69.19379136990867 70.12368277614276 71.02688242376645 71.90443114120185 72.75759407236129 73.5879746900122 74.3975412794834 75.1888050513966 75.96371550718736 76.72522967968435 77.47583773506788 78.21957978857327 78.9590501978184 79.69712590746786 80.43704854680189 81.18210367703026 81.93429840479594 82.69597233205131 83.46914731209672 84.25544964264687 85.05614377969054 85.87215880556768 86.70392313918414 87.55146827469136 88.41445157774682 89.29218897333254 90.18369571587832 91.0877331705679 102.68235536270805 103.70421316225962 104.71196199461352 105.70449756732353 106.68071558794333 107.63951176402674 108.57978180312742 109.50042141279917 110.40032630059576 111.27839217407085 112.13351474077825 112.96458970827167 113.77051278410487 114.55017967583161 115.30267694602799 116.02873967876647 116.72995667338463 117.40792267933615 118.06423244607474 118.70048072305403 119.31826225972776 119.91917180554965 120.5048041099734 121.07675392245264 121.63661599244108 122.1859850693924 122.72645590276038 123.25962324199864 123.78708183656086 124.31042643590078 124.83125178947208 125.35115264672847 125.87172375712362 126.39455987011122 126.92125573514497 127.45340610167857 127.99260571916574 128.5404493370601 129.0985317048154 129.66844757188534 130.25179168772357 130.85015880178383 131.46514366351977 132.0983410223851 132.75134562783356 133.42575222931882 134.12315557629452 134.84515041821442 135.59333150453216 136.36929118804375
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/test-data/composed_raw_transformation.txt Sat Mar 18 09:43:20 2017 -0400 @@ -0,0 +1,9 @@ +Width=144 +Height=144 + +X Trans ----------------------------------- + -8.356784653806 -7.19722445933423 -6.007291133186594 -4.78857036488247 -3.542648760889531 -2.2711129276754933 -0.9755494717080331 0.3424550005451312 1.6813138826162999 3.0394405680377843 4.415248450341898 5.807150923060913 7.213561379727148 6.72261649327099 7.982832936028677 9.241901893254663 10.500157875934473 11.75543982265033 13.007881970775816 14.257818768588404 15.503597016003734 16.74418311942049 17.9792034982406 19.209729168494338 20.434924329815836 21.653927798112072 22.86801825237373 24.077212601261575 25.282208566500245 26.482822198237937 27.681082682043428 28.876976872798796 30.071735831624903 31.267312077595502 32.46188456380143 33.6540253152319 34.84451069033458 36.03215904335272 37.217311930498525 38.400988866718976 39.58514301082836 40.7697991711722 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--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/test-data/detailed.tabular Sat Mar 18 09:43:20 2017 -0400 @@ -0,0 +1,2 @@ +# Branches Junctions End-point Voxels Junction Voxels Slab Voxels Average branch length Triple Points Quadruple Points Maximum Branch Length +96 60 7 120 1246 17.344 56 3 70.882
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/test-data/largest_shortest_path_basic.tabular Sat Mar 18 09:43:20 2017 -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 +96 60 7 120 1246 17.344 56 3 70.882 207.380 124 138 0
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/test-data/raw_transformation.txt Sat Mar 18 09:43:20 2017 -0400 @@ -0,0 +1,5 @@ +Width=144 +Height=144 + +X Trans ----------------------------------- + 4.176715903970377 5.028059393518761 5.8481630826072415 6.625286054865256 7.346949846824513 7.999993486725261 8.570638896623018 9.044622783885561 9.4135062572799 9.68121843175362 9.854312121408226 9.940614142777022 9.949133720114093 9.8899603875969 9.774150507698078 9.613604052472997 9.420928913057928 9.209297692468864 8.99229531795119 8.78375815107452 8.59760517332158 8.447661929780828 8.347478047896281 8.310139313370266 8.348075481626102 8.472865230010331 8.695039911230346 9.023888049144313 9.467262819290225 10.031395072314464 10.720714781061067 11.537684112289057 12.48263616003883 13.548553913637111 14.71391017040526 15.95543792163162 17.250616240731464 18.579103416678585 19.92458909637958 21.273132210740755 22.612871900102405 23.9339787593946 25.22859962241502 26.490793549223955 27.716457421683685 28.903240289665302 30.050446299917127 31.158926648374482 32.230961502048395 33.27013322387968 34.28119249479456 35.26991905822422 36.24297881369594 37.20777886039514 38.17232184308952 39.14506058679276 40.13475352899195 41.150320875741144 42.2007007278011 43.29470365396524 44.440863341594884 45.64728004342837 46.921452584234146 48.27009371740124 49.698922666692404 51.21242472223652 52.81308005794624 54.50068908951889 56.27295867233644 58.125471644615935 60.05155284128342 62.04212615397369 64.08539632278412 66.1630008421947 68.2509602012464 70.32434806315662 72.35799986403897 74.3270858223631 76.20772354049454 77.97761360024947 79.61667811594013 81.10767958433487 82.43679575635568 83.59412579086543 84.57410371693133 85.37579724448861 86.00307317772607 86.4646149929401 86.77378337903532 86.94831649135382 87.0098730854906 86.9834282958018 86.89653830528407 86.77849621733539 86.6594053115199 86.56678643656099 86.51894671396099 86.52962226225317 86.60915675510188 86.76444336201492 86.9979594406876 87.30767452137682 87.68877733266979 88.134315026679 88.63573464925663 89.18339791552998 89.76705657509324 90.37627807707186 91.00098257349666 91.6331374834894 92.26649725173468 92.89592943702249 93.51736270049594 94.12771797863857 94.72482574362834 95.30733544145446 95.87462173729585 96.42669103128353 96.96409078205463 97.48782344568718 97.99926626660246 98.50009771421361 98.99223101927876 99.47775500640495 99.9588822270396 100.43790425680328 100.91715392097447 101.39897414329036 101.88569306868793 102.37960508433497 102.88295735063139 103.39794145111371 103.92668977448822 104.4712762511381 105.03372107876342 105.61599908616861 106.22005139992737 106.8478000954638 107.50116553216326 108.18208609207721 108.89254006472505 109.63456944806731 110.41030547020098 111.22199300982696
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/test-data/shortest_branch_all_yes.tabular Sat Mar 18 09:43:20 2017 -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 0 60 0 +1 0 2 0 0 1.000 0 0 1.000 1.000 3 91 0 +0 0 1 0 0 0.000 0 0 0.000 0.000 5 43 0 +143 75 40 144 918 9.176 61 9 96.113 277.930 160 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 7 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 80 0 +1 0 2 0 0 1.414 0 0 1.414 1.414 14 66 0 +1 0 2 0 3 4.000 0 0 4.000 4.000 24 84 0 +1 0 2 0 1 2.000 0 0 2.000 2.000 26 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 35 92 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 46 114 0 +5 2 4 2 97 23.182 2 0 58.385 100.770 91 174 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 84 44 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 93 52 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 1.000 104 14 0 +0 0 1 0 0 0.000 0 0 0.000 0.000 104 20 0 +262 117 105 266 957 5.803 65 37 34.142 352.779 280 50 0 +96 43 31 104 373 6.437 25 11 34.142 212.675 191 111 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 1.000 134 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 +22 11 10 24 151 9.834 10 1 20.728 116.633 206 124 0 +5 2 4 2 44 12.285 2 0 26.799 52.184 175 175 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 58 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 1.414 172 182 0 +1 0 2 0 1 2.000 0 0 2.000 2.000 174 0 0 +1 0 2 0 0 1.414 0 0 1.414 1.414 175 169 0 +1 0 2 0 0 1.000 0 0 1.000 1.000 176 181 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 1.000 178 0 0 +1 0 2 0 0 1.000 0 0 1.000 1.000 178 175 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 10.479 182 194 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 3.000 182 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 1.000 189 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 2.414 191 3 0 +1 0 2 0 0 1.000 0 0 1.000 1.000 190 49 0 +1 0 2 0 0 1.000 0 0 1.000 1.000 192 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 2.000 194 102 0 +1 0 2 0 1 2.414 0 0 2.414 2.414 195 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 1.414 204 70 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 1.000 210 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 8.657 211 69 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 1.000 214 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 1.000 217 91 0 +1 0 2 0 2 3.414 0 0 3.414 3.414 220 7 0 +1 0 2 0 1 2.000 0 0 2.000 2.000 223 94 0 +1 0 2 0 0 1.000 0 0 1.000 1.000 224 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 9.828 233 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 7.071 233 57 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 2.000 234 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 1.000 236 111 0 +1 0 2 0 1 2.000 0 0 2.000 2.000 239 55 0 +1 0 2 0 0 1.000 0 0 1.000 1.000 239 111 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 8 0 +1 0 2 0 0 1.000 0 0 1.000 1.000 245 108 0 +1 0 2 0 0 1.000 0 0 1.000 1.000 246 27 0 +1 0 2 0 0 1.000 0 0 1.000 1.000 248 107 0 +1 0 2 0 1 2.414 0 0 2.414 2.414 250 110 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 1.000 252 31 0 +1 0 2 0 2 3.000 0 0 3.000 3.000 253 34 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 1.414 253 68 0 +1 0 2 0 0 1.000 0 0 1.000 1.000 253 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 7.414 259 71 0 +1 0 2 0 1 2.000 0 0 2.000 2.000 260 60 0 +1 0 2 0 0 1.000 0 0 1.000 1.000 261 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 1.000 272 64 0 +1 0 2 0 11 13.243 0 0 13.243 13.243 274 18 0 +1 0 2 0 1 2.000 0 0 2.000 2.000 276 47 0 +1 0 2 0 3 4.828 0 0 4.828 4.828 276 61 0 +1 0 2 0 0 1.000 0 0 1.000 1.000 278 52 0 +1 0 2 0 0 1.000 0 0 1.000 1.000 279 14 0 +1 0 2 0 1 2.000 0 0 2.000 2.000 280 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 1.000 281 52 0 +0 0 1 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--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/test-data/source_elastic_transformation.txt Sat Mar 18 09:43:20 2017 -0400 @@ -0,0 +1,19 @@ +Intervals=4 + +X Coeffs ----------------------------------- + -35.611307481144564 -0.17721383962091283 35.27738550739425 70.74023165057312 106.19906568058789 141.68187320104454 177.2166398155491 + -35.64176128119245 -18.613115472046243 38.17042463523736 80.0110449355478 136.77671572383954 127.39645957673815 177.13999057934035 + -35.62132146852443 -16.358740966675718 88.9500301308335 64.14925140240598 70.46044782047586 129.40395356864545 177.0645614893061 + -35.58296385817068 -2.618079881946071 100.0976212554674 125.33720292722612 87.98163565038826 134.9091174497922 177.02823631252784 + -35.559664265161366 -5.939275522718895 112.7789080518181 115.2426467161872 129.26420418903623 151.95820033753233 177.06889881608714 + -35.54485311365048 10.15132333722572 37.19497465799014 75.47427645062419 116.96351952443679 151.63921274892274 177.14722421045664 + -35.531960827792005 -0.07375112224358404 35.35776999600119 70.78294848245058 106.22213029261285 141.69566138199622 177.22388770610897 + +Y Coeffs ----------------------------------- + -35.5 -35.48676484054587 -35.44705936218348 -35.42058904327522 -35.44705936218348 -35.48676484054587 -35.5 + 0.0 0.019852739181193603 7.101095229239491 59.71640647176336 -32.39494570572164 -39.03805303884323 0.0 + 35.5 20.999826633158456 24.40082467585798 -2.4841578670000057 32.96275002106541 26.264502718693056 35.5 + 71.0 21.35518684608435 -5.229790809215004 68.8318866310547 6.844809989630476 63.312336124267446 71.00021721525376 + 106.49999999999999 107.29333532727885 145.24976488591847 105.73866984227615 106.50155009418333 121.38028254448196 106.50086886101502 + 142.0 142.0002554624381 162.13354826571702 148.024036610509 153.73330610830072 154.96755389923263 142.00130329152253 + 177.49999999999997 177.50017030829204 177.50068123316828 177.50123906500616 176.74925831967613 177.50147359981466 177.500868861015
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/test-data/source_raw_transformation.txt Sat Mar 18 09:43:20 2017 -0400 @@ -0,0 +1,294 @@ +Width=144 +Height=144 + +X Trans ----------------------------------- + -8.356784653806 -7.19722445933423 -6.007291133186594 -4.78857036488247 -3.542648760889531 -2.2711129276754933 -0.9755494717080331 0.3424550005451312 1.6813138826162999 3.0394405680377843 4.415248450341898 5.807150923060913 7.213561379727148 8.63289321387291 10.06355981903048 11.503974588732175 12.952550916510294 14.407702195897134 15.867841820425012 17.331383183626208 18.796739679033045 20.2623247001778 21.72655164059279 23.187833893810314 24.644584853362662 26.095217912782157 27.538146465601102 28.971783905351767 30.394543625566484 31.80483901977754 33.20108348151724 34.581690404317875 35.94507318171176 37.28964520723122 38.6138198744085 39.916010576775946 41.194639313664155 42.44894522504835 43.679770415598554 44.88813872955022 46.07507401113884 47.2416001045998 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--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/test-data/warping_index.txt Sat Mar 18 09:43:20 2017 -0400 @@ -0,0 +1,1 @@ +22.224743989412783
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/test-data/warping_index1.txt Sat Mar 18 09:43:20 2017 -0400 @@ -0,0 +1,1 @@ +33.638636868073796