diff toolfactory/rgToolFactory2.py @ 30:6f48315c32c1 draft

Uploaded
author fubar
date Fri, 07 Aug 2020 07:54:23 -0400
parents
children 4d578c8c1613
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--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/toolfactory/rgToolFactory2.py	Fri Aug 07 07:54:23 2020 -0400
@@ -0,0 +1,610 @@
+# rgToolFactory.py
+# see https://github.com/fubar2/toolfactory
+#
+# copyright ross lazarus (ross stop lazarus at gmail stop com) May 2012
+#
+# all rights reserved
+# Licensed under the LGPL
+# suggestions for improvement and bug fixes welcome at https://github.com/fubar2/toolfactory
+#
+# July 2020: BCC was fun and I feel like rip van winkle after 5 years.
+# Decided to
+# 1. Fix the toolfactory so it works - done for simplest case
+# 2. Fix planemo so the toolfactory function works
+# 3. Rewrite bits using galaxyxml functions where that makes sense - done
+#
+# removed all the old complications including making the new tool use this same script
+# galaxyxml now generates the tool xml https://github.com/hexylena/galaxyxml
+# No support for automatic HTML file creation from arbitrary outputs
+# TODO: add option to run that code as a post execution hook
+# TODO: add additional history input parameters - currently only one
+
+import sys
+import subprocess
+import shutil
+import os
+import time
+import tempfile
+import argparse
+import tarfile
+import re
+import galaxyxml.tool as gxt
+import galaxyxml.tool.parameters as gxtp
+import logging
+
+
+progname = os.path.split(sys.argv[0])[1]
+myversion = 'V2.1 July 2020'
+verbose = True
+debug = True
+toolFactoryURL = 'https://github.com/fubar2/toolfactory'
+ourdelim = '~~~'
+
+# --input_files="$input_files~~~$CL~~~$input_formats~~~$input_label~~~$input_help"
+IPATHPOS = 0
+ICLPOS = 1
+IFMTPOS = 2
+ILABPOS = 3
+IHELPOS = 4
+IOCLPOS = 5
+# --output_files "$otab.history_name~~~$otab.history_format~~~$otab.CL
+ONAMEPOS = 0
+OFMTPOS = 1
+OCLPOS = 2
+OOCLPOS = 3
+
+#--additional_parameters="$i.param_name~~~$i.param_value~~~$i.param_label~~~$i.param_help~~~$i.param_type~~~$i.CL"
+ANAMEPOS = 0
+AVALPOS = 1
+ALABPOS = 2
+AHELPPOS = 3
+ATYPEPOS = 4
+ACLPOS = 5
+AOCLPOS = 6
+
+def timenow():
+    """return current time as a string
+    """
+    return time.strftime('%d/%m/%Y %H:%M:%S', time.localtime(time.time()))
+
+
+def quote_non_numeric(s):
+    """return a prequoted string for non-numerics
+    useful for perl and Rscript parameter passing?
+    """
+    try:
+        _ = float(s)
+        return s
+    except ValueError:
+        return '"%s"' % s
+
+
+html_escape_table = {
+    "&": "&",
+    ">": ">",
+    "<": "&lt;",
+    "$": r"\$"
+}
+
+
+def html_escape(text):
+    """Produce entities within text."""
+    return "".join(html_escape_table.get(c, c) for c in text)
+
+
+def html_unescape(text):
+    """Revert entities within text. Multiple character targets so use replace"""
+    t = text.replace('&amp;', '&')
+    t = t.replace('&gt;', '>')
+    t = t.replace('&lt;', '<')
+    t = t.replace('\\$', '$')
+    return t
+
+
+def parse_citations(citations_text):
+    """
+    """
+    citations = [c for c in citations_text.split("**ENTRY**") if c.strip()]
+    citation_tuples = []
+    for citation in citations:
+        if citation.startswith("doi"):
+            citation_tuples.append(("doi", citation[len("doi"):].strip()))
+        else:
+            citation_tuples.append(
+                ("bibtex", citation[len("bibtex"):].strip()))
+    return citation_tuples
+
+
+class ScriptRunner:
+    """Wrapper for an arbitrary script
+    uses galaxyxml
+
+    """
+    
+    
+    def __init__(self, args=None):
+        """
+        prepare command line cl for running the tool here
+        and prepare elements needed for galaxyxml tool generation
+        """
+
+        self.infiles = [x.split(ourdelim) for x in args.input_files]
+        self.outfiles = [x.split(ourdelim) for x in args.output_files]
+        self.addpar = [x.split(ourdelim) for x in args.additional_parameters]
+        self.args = args
+        self.cleanuppar()
+        self.lastclredirect = None
+        self.lastxclredirect = None
+        self.cl = []
+        self.xmlcl = []
+        aCL = self.cl.append
+        assert args.parampass in ['0','argparse','positional'],'Parameter passing in args.parampass must be "0","positional" or "argparse"'
+        self.tool_name = re.sub('[^a-zA-Z0-9_]+', '', args.tool_name)
+        self.tool_id = self.tool_name
+        self.xmlfile = '%s.xml' % self.tool_name
+        if self.args.runmode == "Executable" or self.args.runmode == "system":  # binary - no need
+            aCL(self.args.exe_package)  # this little CL will just run
+        else: 
+            rx = open(self.args.script_path, 'r').readlines()
+            rx = [x.rstrip() for x in rx ]
+            rxcheck = [x.strip() for x in rx if x.strip() > '']
+            assert len(rxcheck) > 0,"Supplied script is empty. Cannot run"
+            self.script = '\n'.join(rx)
+            fhandle, self.sfile = tempfile.mkstemp(
+                prefix=self.tool_name, suffix=".%s" % (args.interpreter_name))
+            tscript = open(self.sfile, 'w')
+            tscript.write(self.script)
+            tscript.close()
+            self.indentedScript = "  %s" % '\n'.join(
+                [' %s' % html_escape(x) for x in rx]) 
+            self.escapedScript = "%s" % '\n'.join(
+                [' %s' % html_escape(x) for x in rx])
+            art = '%s.%s' % (self.tool_name, args.interpreter_name)
+            artifact = open(art, 'wb')
+            artifact.write(bytes(self.script, "utf8"))
+            artifact.close()            
+            aCL(self.args.interpreter_name)
+            aCL(self.sfile)
+        self.elog = "%s_error_log.txt" % self.tool_name
+        self.tlog = "%s_runner_log.txt" % self.tool_name
+
+        if self.args.parampass == '0':
+            self.clsimple()
+        else:
+            clsuffix = []
+            xclsuffix = []
+            for i, p in enumerate(self.infiles):
+                appendme = [p[IOCLPOS], p[ICLPOS], p[IPATHPOS]]
+                clsuffix.append(appendme)
+                xclsuffix.append([p[IOCLPOS],p[ICLPOS],'$%s' % p[ICLPOS]])
+                #print('##infile i=%d, appendme=%s' % (i,appendme))
+            for i, p in enumerate(self.outfiles):
+                if p[OOCLPOS] == "STDOUT":
+                    self.lastclredirect = ['>',p[ONAMEPOS]]
+                    self.lastxclredirect = ['>','$%s' % p[OCLPOS]]
+                    #print('##outfiles i=%d lastclredirect = %s' % (i,self.lastclredirect))
+                else:
+                    appendme = [p[OOCLPOS], p[OCLPOS],p[ONAMEPOS]]
+                    clsuffix.append(appendme)    
+                    xclsuffix.append([p[OOCLPOS], p[OCLPOS],'$%s' % p[ONAMEPOS]])    
+                    #print('##outfiles i=%d' % i,'appendme',appendme)
+            for p in self.addpar: 
+                appendme = [p[AOCLPOS], p[ACLPOS], p[AVALPOS]]
+                clsuffix.append(appendme)
+                xclsuffix.append([p[AOCLPOS], p[ACLPOS], '"$%s"' % p[ANAMEPOS]])
+                #print('##adpar %d' % i,'appendme=',appendme)
+            clsuffix.sort()
+            xclsuffix.sort()
+            self.xclsuffix = xclsuffix
+            self.clsuffix = clsuffix
+            if self.args.parampass == 'positional':
+                self.clpositional()
+            else:
+                self.clargparse()
+                
+    def cleanuppar(self):
+        """ positional parameters are complicated by their numeric ordinal"""
+        for i,p in enumerate(self.infiles):
+            if self.args.parampass == 'positional':
+                assert p[ICLPOS].isdigit(), "Positional parameters must be ordinal integers - got %s for %s" % (p[ICLPOS],p[ILABPOS]) 
+            p.append(p[ICLPOS])
+            if p[ICLPOS].isdigit() or self.args.parampass == "0":
+                scl = 'input%d' % (i+1)
+                p[ICLPOS] = scl
+            self.infiles[i] = p
+        for i,p in enumerate(self.outfiles):  # trying to automagically gather using extensions
+            if self.args.parampass == 'positional' and p[OCLPOS] != "STDOUT":
+                assert p[OCLPOS].isdigit(), "Positional parameters must be ordinal integers - got %s for %s" % (p[OCLPOS],p[ONAMEPOS]) 
+            p.append(p[OCLPOS])
+            if p[OCLPOS].isdigit() or p[OCLPOS] == "STDOUT":
+                scl = p[ONAMEPOS]
+                p[OCLPOS] = scl
+            self.outfiles[i] = p
+        for i,p in enumerate(self.addpar):
+            if self.args.parampass == 'positional':
+                assert p[ACLPOS].isdigit(), "Positional parameters must be ordinal integers - got %s for %s" % (p[ACLPOS],p[ANAMEPOS]) 
+            p.append(p[ACLPOS])
+            if p[ACLPOS].isdigit():
+                scl = 'input%s' % p[ACLPOS]
+                p[ACLPOS] = scl
+            self.addpar[i] = p
+                
+ 
+            
+    def clsimple(self):
+        """ no parameters - uses < and > for i/o
+        """
+        aCL = self.cl.append
+        aCL('<')
+        aCL(self.infiles[0][IPATHPOS])
+        aCL('>')
+        aCL(self.outfiles[0][OCLPOS])
+        aXCL = self.xmlcl.append
+        aXCL('<')
+        aXCL('$%s' % self.infiles[0][ICLPOS])
+        aXCL('>')
+        aXCL('$%s' % self.outfiles[0][ONAMEPOS])
+       
+
+    def clpositional(self):
+        # inputs in order then params
+        aCL = self.cl.append
+        for (o_v,k, v) in self.clsuffix:
+            if " " in v:
+                aCL("%s" % v)
+            else:
+                aCL(v)
+        aXCL = self.xmlcl.append
+        for (o_v,k, v) in self.xclsuffix:
+            aXCL(v)
+        if self.lastxclredirect:
+            aXCL(self.lastxclredirect[0])
+            aXCL(self.lastxclredirect[1])
+        
+
+
+    def clargparse(self):
+        """ argparse style
+        """
+        aCL = self.cl.append
+        aXCL = self.xmlcl.append
+        # inputs then params in argparse named form
+        for (o_v,k, v) in self.xclsuffix:
+            aXCL(k)
+            aXCL(v)
+        for (o_v,k, v) in self.clsuffix:
+            if len(k.strip()) == 1:
+                k = '-%s' % k
+            else:
+                k = '--%s' % k
+            aCL(k)
+            aCL(v)
+
+                
+
+
+    def makeXML(self):
+        """
+        Create a Galaxy xml tool wrapper for the new script
+        Uses galaxyhtml
+        Hmmm. How to get the command line into correct order...
+        """
+       
+        if self.args.interpreter_name:
+            exe = "$runMe" 
+            interp = self.args.interpreter_name
+        else:
+            interp = None
+            exe = self.args.exe_package
+        assert exe is not None, 'No interpeter or executable passed in to makeXML'
+        tool = gxt.Tool(self.args.tool_name, self.tool_id, 
+                        self.args.tool_version, self.args.tool_desc, exe)
+        tool.command_line_override = self.xmlcl
+        print('#### tool cl override=',self.xmlcl)
+        if interp:
+            tool.interpreter = interp
+        if self.args.help_text:
+            helptext = open(self.args.help_text, 'r').readlines()
+            helptext = [html_escape(x) for x in helptext]
+            tool.help = ''.join([x for x in helptext])
+        else:
+            tool.help = 'Please ask the tool author (%s) for help \
+              as none was supplied at tool generation\n' % (self.args.user_email)
+        tool.version_command = None  # do not want
+        tinputs = gxtp.Inputs()
+        toutputs = gxtp.Outputs()
+        requirements = gxtp.Requirements()
+        testparam = []
+        is_positional = (self.args.parampass == 'positional')
+        if self.args.interpreter_name:
+            if self.args.interpreter_name == 'python':  
+                requirements.append(gxtp.Requirement(
+                    'package', 'python', self.args.interpreter_version))
+            elif self.args.interpreter_name not in ['bash', 'sh']:
+                requirements.append(gxtp.Requirement(
+                    'package', self.args.interpreter_name, self.args.interpreter_version))
+        else:
+            if self.args.exe_package and self.args.parampass != "system":
+                requirements.append(gxtp.Requirement(
+                    'package', self.args.exe_package, self.args.exe_package_version))
+        tool.requirements = requirements
+        if self.args.parampass == '0':
+            alab = self.infiles[0][ILABPOS]
+            if len(alab) == 0:
+                alab = self.infiles[0][ICLPOS]
+            max1s = 'Maximum one input if parampass is 0 - more than one input files supplied - %s' % str(self.infiles)
+            assert len(self.infiles) == 1,max1s
+            newname = self.infiles[0][ICLPOS]
+            aninput = gxtp.DataParam(newname, optional=False, label=alab, help=self.infiles[0][IHELPOS],
+                                    format=self.infiles[0][IFMTPOS], multiple=False, num_dashes=0)
+            aninput.command_line_override = '< $%s' % newname
+            aninput.positional = is_positional
+            tinputs.append(aninput)
+            tp = gxtp.TestParam(name=newname, value='%s_sample' % newname)
+            testparam.append(tp)
+            newname = self.outfiles[0][OCLPOS]
+            newfmt = self.outfiles[0][OFMTPOS]
+            anout = gxtp.OutputData(newname, format=newfmt, num_dashes=0)
+            anout.command_line_override = '> $%s' % newname
+            anout.positional = is_positional
+            toutputs.append(anout)
+            tp = gxtp.TestOutput(name=newname, value='%s_sample' % newname,format=newfmt)
+            testparam.append(tp)
+        else:
+            for p in self.outfiles:
+                newname,newfmt,newcl,oldcl = p
+                if is_positional:
+                    ndash = 0
+                else:
+                    ndash = 2
+                    if len(newcl) < 2:
+                        ndash = 1
+                aparm = gxtp.OutputData(newcl, format=newfmt, num_dashes=ndash)
+                aparm.positional = is_positional
+                if is_positional:
+                    if oldcl == "STDOUT":
+                        aparm.positional = 9999999
+                        aparm.command_line_override = "> $%s" % newcl
+                    else:
+                        aparm.positional = int(oldcl)
+                        aparm.command_line_override = '$%s' % newcl
+                toutputs.append(aparm)
+                tp = gxtp.TestOutput(name=newcl, value='%s_sample' % newcl ,format=newfmt)
+                testparam.append(tp)
+            for p in self.infiles:
+                newname = p[ICLPOS]
+                newfmt = p[IFMTPOS]
+                if is_positional:
+                    ndash = 0
+                else:
+                    if len(newname) > 1:
+                        ndash = 2
+                    else:
+                        ndash = 1
+                if not len(p[ILABPOS]) > 0:
+                    alab = p[ICLPOS]
+                else:
+                    alab = p[ILABPOS]
+                aninput = gxtp.DataParam(newname, optional=False, label=alab, help=p[IHELPOS],
+                                         format=newfmt, multiple=False, num_dashes=ndash)
+                aninput.positional = is_positional
+                if is_positional:
+                    aninput.positional = is_positional
+                tinputs.append(aninput)
+                tparm = gxtp.TestParam(name=newname, value='%s_sample' % newname )
+                testparam.append(tparm)
+            for p in self.addpar:
+                newname, newval, newlabel, newhelp, newtype, newcl, oldcl = p
+                if not len(newlabel) > 0:
+                    newlabel = newname
+                if is_positional:
+                    ndash = 0
+                else:
+                    if len(newname) > 1:
+                        ndash = 2
+                    else:
+                        ndash = 1
+                if newtype == "text":
+                    aparm = gxtp.TextParam(
+                        newname, label=newlabel, help=newhelp, value=newval, num_dashes=ndash)
+                elif newtype == "integer":
+                    aparm = gxtp.IntegerParam(
+                        newname, label=newname, help=newhelp, value=newval, num_dashes=ndash)
+                elif newtype == "float":
+                    aparm = gxtp.FloatParam(
+                        newname, label=newname, help=newhelp, value=newval, num_dashes=ndash)
+                else:
+                    raise ValueError('Unrecognised parameter type "%s" for\
+                     additional parameter %s in makeXML' % (newtype, newname))
+                aparm.positional = is_positional
+                if is_positional:
+                    aninput.positional = int(oldcl)
+                tinputs.append(aparm)
+                tparm = gxtp.TestParam(newname, value=newval)
+                testparam.append(tparm)
+        tool.outputs = toutputs
+        tool.inputs = tinputs
+        if not self.args.runmode in ['Executable','system']:
+            configfiles = gxtp.Configfiles()
+            configfiles.append(gxtp.Configfile(name="runMe", text=self.script))
+            tool.configfiles = configfiles
+        tests = gxtp.Tests()
+        test_a = gxtp.Test()
+        for tp in testparam:
+            test_a.append(tp)
+        tests.append(test_a)
+        tool.tests = tests
+        tool.add_comment('Created by %s at %s using the Galaxy Tool Factory.' % (
+            self.args.user_email, timenow()))
+        tool.add_comment('Source in git at: %s' % (toolFactoryURL))
+        tool.add_comment(
+            'Cite: Creating re-usable tools from scripts doi: 10.1093/bioinformatics/bts573')
+        exml = tool.export()
+        xf = open(self.xmlfile, 'w')
+        xf.write(exml)
+        xf.write('\n')
+        xf.close()
+        # ready for the tarball
+
+    def makeTooltar(self):
+        """
+        a tool is a gz tarball with eg
+        /toolname/tool.xml /toolname/tool.py /toolname/test-data/test1_in.foo ...
+        NOTE names for test inputs and outputs are munged here so must
+        correspond to actual input and output names used on the generated cl
+        """
+        retval = self.run()
+        if retval:
+            sys.stderr.write(
+                '## Run failed. Cannot build yet. Please fix and retry')
+            sys.exit(1)
+        tdir = 'tfout' 
+        if not os.path.exists(tdir):
+            os.mkdir(tdir)
+        self.makeXML()
+        testdir = os.path.join(tdir,'test-data')
+        if not os.path.exists(testdir):
+            os.mkdir(testdir)  # make tests directory
+        for p in self.infiles:
+            pth = p[IPATHPOS]
+            dest = os.path.join(testdir, '%s_sample' % 
+              p[ICLPOS])
+            shutil.copyfile(pth, dest)
+        for p in self.outfiles:
+            pth = p[OCLPOS]
+            if p[OOCLPOS] == 'STDOUT' or self.args.parampass == "0":
+                pth = p[ONAMEPOS]
+                dest = os.path.join(testdir,'%s_sample' % p[ONAMEPOS])
+                shutil.copyfile(pth, dest)
+                dest = os.path.join(tdir, p[ONAMEPOS])
+                shutil.copyfile(pth, dest)   
+            else:
+                pth = p[OCLPOS]
+                dest = os.path.join(testdir,'%s_sample' % p[OCLPOS])
+                shutil.copyfile(pth, dest)
+                dest = os.path.join(tdir, p[OCLPOS])
+                shutil.copyfile(pth, dest)   
+
+        if os.path.exists(self.tlog) and os.stat(self.tlog).st_size > 0:
+            shutil.copyfile(self.tlog, os.path.join(
+                testdir, 'test1_log.txt'))
+        if not self.args.runmode in ['Executable','system']:
+            stname = os.path.join(tdir, '%s' % (self.sfile))
+            if not os.path.exists(stname):
+                shutil.copyfile(self.sfile, stname)
+        xtname = os.path.join(tdir,self.xmlfile)
+        if not os.path.exists(xtname):
+            shutil.copyfile(self.xmlfile, xtname)
+        tarpath = 'toolfactory_%s.tgz' % self.tool_name
+        tf = tarfile.open(tarpath,"w:gz")
+        tf.add(name=tdir,arcname=self.tool_name)
+        tf.close()
+        shutil.copyfile(tarpath, self.args.new_tool)
+        return retval
+
+    def run(self):
+        """
+        Some devteam tools have this defensive stderr read so I'm keeping with the faith
+        Feel free to update.
+        """
+        s = 'run cl=%s' % str(self.cl)
+        
+        logging.debug(s)
+        scl = ' '.join(self.cl)
+        err = None
+        if self.args.parampass != '0':
+            ste = open(self.elog, 'wb')
+            if self.lastclredirect:
+                sto = open(self.lastclredirect[1],'wb') # is name of an output file
+            else:
+                sto = open(self.tlog, 'wb')
+                sto.write(
+                    bytes('## Executing Toolfactory generated command line = %s\n' % scl, "utf8"))
+            sto.flush()
+            p = subprocess.run(self.cl, shell=False, stdout=sto,
+                               stderr=ste)
+            sto.close()
+            ste.close()
+            tmp_stderr = open(self.elog, 'rb')
+            err = ''
+            buffsize = 1048576
+            try:
+                while True:
+                    err += str(tmp_stderr.read(buffsize))
+                    if not err or len(err) % buffsize != 0:
+                        break
+            except OverflowError:
+                pass
+            tmp_stderr.close()
+            retval = p.returncode
+        else:  # work around special case of simple scripts that take stdin and write to stdout
+            sti = open(self.infiles[0][IPATHPOS], 'rb')
+            sto = open(self.outfiles[0][ONAMEPOS], 'wb')
+            # must use shell to redirect
+            p = subprocess.run(self.cl, shell=False, stdout=sto, stdin=sti)
+            retval = p.returncode
+            sto.close()
+            sti.close()
+        if os.path.isfile(self.tlog) and os.stat(self.tlog).st_size == 0:
+            os.unlink(self.tlog)
+        if os.path.isfile(self.elog) and os.stat(self.elog).st_size == 0:
+            os.unlink(self.elog)
+        if p.returncode != 0 and err:  # problem
+            sys.stderr.write(err)
+        logging.debug('run done')
+        return retval
+
+
+def main():
+    """
+    This is a Galaxy wrapper. It expects to be called by a special purpose tool.xml as:
+    <command interpreter="python">rgBaseScriptWrapper.py --script_path "$scriptPath" --tool_name "foo" --interpreter "Rscript"
+    </command>
+    """
+    parser = argparse.ArgumentParser()
+    a = parser.add_argument
+    a('--script_path', default='')
+    a('--tool_name', default=None)
+    a('--interpreter_name', default=None)
+    a('--interpreter_version', default=None)
+    a('--exe_package', default=None)
+    a('--exe_package_version', default=None)
+    a('--input_files', default=[], action="append")
+    a('--output_files', default=[], action="append")
+    a('--user_email', default='Unknown')
+    a('--bad_user', default=None)
+    a('--make_Tool', default=None)
+    a('--help_text', default=None)
+    a('--tool_desc', default=None)
+    a('--tool_version', default=None)
+    a('--citations', default=None)
+    a('--additional_parameters', action='append', default=[])
+    a('--edit_additional_parameters', action="store_true", default=False)
+    a('--parampass', default="positional")
+    a('--tfout', default="./tfout")
+    a('--new_tool',default="new_tool")
+    a('--runmode',default=None)
+    args = parser.parse_args()
+    assert not args.bad_user, 'UNAUTHORISED: %s is NOT authorized to use this tool until Galaxy admin adds %s to "admin_users" in the Galaxy configuration file' % (
+        args.bad_user, args.bad_user)
+    assert args.tool_name, '## Tool Factory expects a tool name - eg --tool_name=DESeq'
+    assert (args.interpreter_name or args.exe_package), '## Tool Factory wrapper expects an interpreter - eg --interpreter_name=Rscript or an executable package findable by the dependency management package'
+    assert args.exe_package or (len(args.script_path) > 0 and os.path.isfile(
+        args.script_path)), '## Tool Factory wrapper expects a script path - eg --script_path=foo.R if no executable'
+    args.input_files = [x.replace('"', '').replace("'", '')
+                        for x in args.input_files]
+    # remove quotes we need to deal with spaces in CL params
+    for i, x in enumerate(args.additional_parameters):
+        args.additional_parameters[i] = args.additional_parameters[i].replace(
+            '"', '')
+    r = ScriptRunner(args)
+    if args.make_Tool:
+        retcode = r.makeTooltar()
+    else:
+        retcode = r.run()
+    if retcode:
+        sys.exit(retcode)  # indicate failure to job runner
+
+
+if __name__ == "__main__":
+    main()