def main(argv=None):
if argv is None:
argv = sys.argv
parser = OptionParser()
parser.add_option("-i", "--in", dest="in_dir")
parser.add_option("-o", "--out", dest="out_dir")
(options, args) = parser.parse_args(argv[1:])
in_dir = options.in_dir
out_dir = options.out_dir
# Creating a list for error messages
errorList = []
if not in_dir:
errorList.append("option --in is missing")
if not out_dir:
errorList.append("option --out is missing")
if not errorList:
if not os.path.isfile (in_dir+"/alternatives.xml"):
errorList.append("alternatives.xml is missing")
if not os.path.isfile (in_dir+"/preferenceRelation.xml"):
errorList.append("preferenceRelation.xml is missing")
if not os.path.isfile (in_dir+"/alternativesAffectations.xml"):
errorList.append("alternativesAffectations.xml is missing")
if not os.path.isfile (in_dir+"/clustersRelations.xml"):
errorList.append("clustersRelations.xml is missing")
if not os.path.isfile (in_dir+"/clustersRelationsDetailed.xml"):
errorList.append("clustersRelationsDetailed.xml is missing")
if not errorList:
# We parse all the mandatory input files
xmltree_alternatives = PyXMCDA.parseValidate(in_dir+"/alternatives.xml")
xmltree_preferenceRelation = PyXMCDA.parseValidate(in_dir+"/preferenceRelation.xml")
xmltree_alternativesAffectations = PyXMCDA.parseValidate(in_dir+"/alternativesAffectations.xml")
xmltree_clustersRelations = PyXMCDA.parseValidate(in_dir+"/clustersRelations.xml")
xmltree_clustersRelationsDetailed = PyXMCDA.parseValidate(in_dir+"/clustersRelationsDetailed.xml")
# We check if all mandatory input files are valid
if xmltree_alternatives == None :
errorList.append("alternatives.xml can't be validated.")
if xmltree_preferenceRelation == None :
errorList.append("preferenceRelation.xml can't be validated.")
if xmltree_alternativesAffectations == None :
errorList.append("alternativesAffectations.xml can't be validated.")
if xmltree_clustersRelations == None :
errorList.append("clustersRelations.xml can't be validated.")
if xmltree_clustersRelationsDetailed == None :
errorList.append("clustersRelationsDetailed.xml can't be validated.")
if not errorList :
alternativesId = PyXMCDA.getAlternativesID(xmltree_alternatives)
alternativesRel = PyXMCDA.getAlternativesComparisonsValues(xmltree_preferenceRelation, alternativesId)
if not alternativesId :
errorList.append("No active alternatives found.")
if not alternativesRel :
errorList.append("Problems between relation and alternatives.")
missing_eval = False
for o in alternativesId:
if not (o in alternativesRel):
missing_eval = True
break
else:
for p in alternativesId:
if not (p in alternativesRel[o]):
missing_eval = True
break
else:
if not ('i' in alternativesRel[o][p]):
missing_eval = True
break
if not ('p+' in alternativesRel[o][p]):
missing_eval = True
break
if not ('p-' in alternativesRel[o][p]):
missing_eval = True
break
if not ('j' in alternativesRel[o][p]):
missing_eval = True
break
if missing_eval:
errorList.append("Not all alternatives from alternatives.xml contain evaluations in preferenceRelation.xml, or evaluations are incomplete. Possible inputs from different sources")
alternativesAffectations = PyXMCDA.getAlternativesAffectations(xmltree_alternativesAffectations)
Knames = []
for o in alternativesId:
clusterId = alternativesAffectations[o]
if not (clusterId in Knames):
Knames.append(clusterId)
if Knames == []:
errorList.append("No clusters found.")
K = {}
for clusterId in Knames:
K[clusterId] = []
for o in alternativesId:
K[alternativesAffectations[o]].append(o)
clustersRel = PyXMCDA.getCategoriesComparisonsValues(xmltree_clustersRelations, Knames)
if not clustersRel :
errorList.append("Problems with clusters relations.")
RK = {}
for cid1 in Knames:
RK[cid1] = {}
for cid2 in Knames:
if cid1 == cid2:
RK[cid1][cid2] = 'i'
else:
RK[cid1][cid2] = ''
missing_eval = False
for cid1 in Knames:
for cid2 in Knames:
if cid1 != cid2:
found = False
if cid1 in clustersRel:
if cid2 in clustersRel[cid1]:
found = True
RK[cid1][cid2] = clustersRel[cid1][cid2]
if clustersRel[cid1][cid2] == 'p+':
RK[cid2][cid1] = 'p-'
elif clustersRel[cid1][cid2] == 'p-':
RK[cid2][cid1] = 'p+'
else:
RK[cid2][cid1] = clustersRel[cid1][cid2]
if not found and cid2 in clustersRel:
if cid1 in clustersRel[cid2]:
found = True
RK[cid2][cid1] = clustersRel[cid2][cid1]
if clustersRel[cid2][cid1] == 'p+':
RK[cid1][cid2] = 'p-'
elif clustersRel[cid2][cid1] == 'p-':
RK[cid1][cid2] = 'p+'
else:
RK[cid1][cid2] = clustersRel[cid2][cid1]
if not found:
missing_eval = True
break
if missing_eval:
errorList.append("Incomplete clusters relations.")
RKsum = PyXMCDA.getCategoriesComparisonsAllValues(xmltree_clustersRelationsDetailed, Knames)
if not RKsum :
errorList.append("Problems with detailed clusters relations.")
missing_eval = False
for k1 in Knames:
if not (k1 in RKsum):
missing_eval = True
break
else:
for k2 in Knames:
if not (k2 in RKsum[k1]):
missing_eval = True
break
else:
if not ('i' in RKsum[k1][k2]):
missing_eval = True
break
if not ('p+' in RKsum[k1][k2]):
missing_eval = True
break
if not ('p-' in RKsum[k1][k2]):
missing_eval = True
break
if not ('j' in RKsum[k1][k2]):
missing_eval = True
break
if missing_eval:
errorList.append("Incomplete clusters relations summary.")
if not errorList :
PC = PlotClusters(alternativesId, alternativesRel, Knames, K, RK, RKsum)
try:
PC.PlotKideal(out_dir)
fo = open(out_dir+"/Kideal.xml",'w')
PyXMCDA.writeHeader(fo)
fo.write('<alternativeValue mcdaConcept="Ideal Relations between Clusters">\n')
fo.write('\t<value>\n')
fo.write('\t\t<image>')
fo.write(base64.b64encode(open(out_dir+"/Kideal.png","rb").read()))
fo.write('</image>\n')
fo.write('\t</value>\n')
fo.write('</alternativeValue>\n')
PyXMCDA.writeFooter(fo)
fo.close()
os.remove(out_dir+'/Kideal.png')
PC.PlotKreal(out_dir)
fo = open(out_dir+"/Kreal.xml",'w')
PyXMCDA.writeHeader(fo)
fo.write('<alternativeValue mcdaConcept="Real Relations between Clusters">\n')
fo.write('\t<value>\n')
fo.write('\t\t<image>')
fo.write(base64.b64encode(open(out_dir+"/Kreal.png","rb").read()))
fo.write('</image>\n')
fo.write('\t</value>\n')
fo.write('</alternativeValue>\n')
PyXMCDA.writeFooter(fo)
fo.close()
os.remove(out_dir+'/Kreal.png')
PC.PlotKidealsum(out_dir)
fo = open(out_dir+"/Kidealsum.xml",'w')
PyXMCDA.writeHeader(fo)
fo.write('<alternativeValue mcdaConcept="Summary of Ideal Relations between Clusters">\n')
fo.write('\t<value>\n')
fo.write('\t\t<image>')
fo.write(base64.b64encode(open(out_dir+"/Kidealsum.png","rb").read()))
fo.write('</image>\n')
fo.write('\t</value>\n')
fo.write('</alternativeValue>\n')
PyXMCDA.writeFooter(fo)
fo.close()
os.remove(out_dir+'/Kidealsum.png')
PC.PlotKrealsum(out_dir)
fo = open(out_dir+"/Krealsum.xml",'w')
PyXMCDA.writeHeader(fo)
fo.write('<alternativeValue mcdaConcept="Summary of Real Relations between Clusters">\n')
fo.write('\t<value>\n')
fo.write('\t\t<image>')
fo.write(base64.b64encode(open(out_dir+"/Krealsum.png","rb").read()))
fo.write('</image>\n')
fo.write('\t</value>\n')
fo.write('</alternativeValue>\n')
PyXMCDA.writeFooter(fo)
fo.close()
os.remove(out_dir+'/Krealsum.png')
except Exception as e:
import traceback
traceback.print_exc()
errorList.append("Could not plot clusters.")
# Creating log and error file, messages.xml
fileMessages = open(out_dir+"/messages.xml", 'w')
PyXMCDA.writeHeader (fileMessages)
if not errorList :
PyXMCDA.writeLogMessages (fileMessages, ["Execution ok"])
else :
PyXMCDA.writeErrorMessages (fileMessages, errorList)
PyXMCDA.writeFooter(fileMessages)
fileMessages.close()
def main(argv=None):
if argv is None:
argv = sys.argv
parser = OptionParser()
parser.add_option("-i", "--in", dest="in_dir")
parser.add_option("-o", "--out", dest="out_dir")
(options, args) = parser.parse_args(argv[1:])
in_dir = options.in_dir
out_dir = options.out_dir
# Creating a list for error messages
errorList = []
if not in_dir:
errorList.append("option --in is missing")
if not out_dir:
errorList.append("option --out is missing")
# Creating a list for log messages
logList = []
if not errorList:
if not os.path.isfile (in_dir+"/alternatives.xml"):
errorList.append("alternatives.xml is missing")
if not os.path.isfile (in_dir+"/preferenceRelation.xml"):
errorList.append("preferenceRelation.xml is missing")
if not os.path.isfile (in_dir+"/alternativesAffectations.xml"):
errorList.append("alternativesAffectations.xml is missing")
if not os.path.isfile (in_dir+"/clustersRelations.xml"):
errorList.append("clustersRelations.xml is missing")
if not errorList:
# We parse all the mandatory input files
xmltree_alternatives = PyXMCDA.parseValidate(in_dir+"/alternatives.xml")
xmltree_preferenceRelation = PyXMCDA.parseValidate(in_dir+"/preferenceRelation.xml")
xmltree_alternativesAffectations = PyXMCDA.parseValidate(in_dir+"/alternativesAffectations.xml")
xmltree_clustersRelations = PyXMCDA.parseValidate(in_dir+"/clustersRelations.xml")
# We check if all mandatory input files are valid
if xmltree_alternatives == None :
errorList.append("alternatives.xml can't be validated.")
if xmltree_preferenceRelation == None :
errorList.append("preferenceRelation.xml can't be validated.")
if xmltree_alternativesAffectations == None :
errorList.append("alternativesAffectations.xml can't be validated.")
if xmltree_clustersRelations == None :
errorList.append("clustersRelations.xml can't be validated.")
if not errorList :
alternativesId = PyXMCDA.getAlternativesID(xmltree_alternatives)
alternativesRel = PyXMCDA.getAlternativesComparisonsValues(xmltree_preferenceRelation, alternativesId)
if not alternativesId :
errorList.append("No active alternatives found.")
if not alternativesRel :
errorList.append("Problems between relation and alternatives.")
missing_eval = False
for o in alternativesId:
if not (o in alternativesRel):
missing_eval = True
break
else:
for p in alternativesId:
if not (p in alternativesRel[o]):
missing_eval = True
break
else:
if not ('i' in alternativesRel[o][p]):
missing_eval = True
break
if not ('p+' in alternativesRel[o][p]):
missing_eval = True
break
if not ('p-' in alternativesRel[o][p]):
missing_eval = True
break
if not ('j' in alternativesRel[o][p]):
missing_eval = True
break
if missing_eval:
errorList.append("Not all alternatives from alternatives.xml contain evaluations in preferenceRelation.xml, or evaluations are incomplete. Possible inputs from different sources")
alternativesAffectations = PyXMCDA.getAlternativesAffectations(xmltree_alternativesAffectations)
Knames = []
for o in alternativesId:
clusterId = alternativesAffectations[o]
if not (clusterId in Knames):
Knames.append(clusterId)
if Knames == []:
errorList.append("No clusters found.")
K = {}
for clusterId in Knames:
K[clusterId] = []
for o in alternativesId:
K[alternativesAffectations[o]].append(o)
clustersRel = PyXMCDA.getCategoriesComparisonsValues(xmltree_clustersRelations, Knames)
if not clustersRel :
errorList.append("Problems with clusters relations.")
RK = {}
for cid1 in Knames:
RK[cid1] = {}
for cid2 in Knames:
if cid1 == cid2:
RK[cid1][cid2] = 'i'
else:
RK[cid1][cid2] = ''
missing_eval = False
for cid1 in Knames:
for cid2 in Knames:
if cid1 != cid2:
found = False
if cid1 in clustersRel:
if cid2 in clustersRel[cid1]:
found = True
RK[cid1][cid2] = clustersRel[cid1][cid2]
if clustersRel[cid1][cid2] == 'p+':
RK[cid2][cid1] = 'p-'
elif clustersRel[cid1][cid2] == 'p-':
RK[cid2][cid1] = 'p+'
else:
RK[cid2][cid1] = clustersRel[cid1][cid2]
if not found and cid2 in clustersRel:
if cid1 in clustersRel[cid2]:
found = True
RK[cid2][cid1] = clustersRel[cid2][cid1]
if clustersRel[cid2][cid1] == 'p+':
RK[cid1][cid2] = 'p-'
elif clustersRel[cid2][cid1] == 'p-':
RK[cid1][cid2] = 'p+'
else:
RK[cid1][cid2] = clustersRel[cid2][cid1]
if not found:
missing_eval = True
break
if missing_eval:
errorList.append("Incomplete clusters relations. Each pair needs an evaluation.")
if not errorList :
E = MccEval(alternativesId, alternativesRel, Knames, K, RK)
o_nr,o_r,o_t,o_q = E.GetPerformances()
logList.append("%.2f %% (%d/%d) relations in accordance to the Non-Relational Clustering problematic"%(200*o_nr/len(alternativesId)/(len(alternativesId) - 1),o_nr,len(alternativesId)*(len(alternativesId) - 1)/2))
logList.append("%.2f %% (%d/%d) relations in accordance to the Relational Clustering problematic"%(200*o_r/len(alternativesId)/(len(alternativesId) - 1),o_r,len(alternativesId)*(len(alternativesId) - 1)/2))
logList.append("%d cycles detected"%(o_t))
logList.append("%d relations in discordance to the {p+,p-}-exclusivity property"%(o_q))
if not errorList :
# Output results, results.xml
output = open(out_dir+"/results.xml", 'w')
PyXMCDA.writeHeader (output)
PyXMCDA.writeLogMessages (output, logList)
PyXMCDA.writeFooter(output)
output.close()
# Creating log and error file, messages.xml
fileMessages = open(out_dir+"/messages.xml", 'w')
PyXMCDA.writeHeader (fileMessages)
if not errorList :
PyXMCDA.writeLogMessages (fileMessages, ["Execution ok"])
else :
PyXMCDA.writeErrorMessages (fileMessages, errorList)
PyXMCDA.writeFooter(fileMessages)
fileMessages.close()
def main(argv=None):
if argv is None:
argv = sys.argv
parser = OptionParser()
parser.add_option("-i", "--in", dest="in_dir")
parser.add_option("-o", "--out", dest="out_dir")
(options, args) = parser.parse_args(argv[1:])
in_dir = options.in_dir
out_dir = options.out_dir
# Creating a list for error messages
errorList = []
if not in_dir:
errorList.append("option --in is missing")
if not out_dir:
errorList.append("option --out is missing")
if not errorList:
if not os.path.isfile (in_dir+"/alternatives.xml"):
errorList.append("alternatives.xml is missing")
if not os.path.isfile (in_dir+"/preferenceRelation.xml"):
errorList.append("preferenceRelation.xml is missing")
if not os.path.isfile (in_dir+"/alternativesAffectations.xml"):
errorList.append("alternativesAffectations.xml is missing")
if not errorList:
# We parse all the mandatory input files
xmltree_alternatives = PyXMCDA.parseValidate(in_dir+"/alternatives.xml")
xmltree_preferenceRelation = PyXMCDA.parseValidate(in_dir+"/preferenceRelation.xml")
xmltree_alternativesAffectations = PyXMCDA.parseValidate(in_dir+"/alternativesAffectations.xml")
# We check if all mandatory input files are valid
if xmltree_alternatives == None :
errorList.append("alternatives.xml can't be validated.")
if xmltree_preferenceRelation == None :
errorList.append("preferenceRelation.xml can't be validated.")
if xmltree_alternativesAffectations == None :
errorList.append("alternativesAffectations.xml can't be validated.")
if not errorList :
alternativesId = PyXMCDA.getAlternativesID(xmltree_alternatives)
alternativesRel = PyXMCDA.getAlternativesComparisonsValues(xmltree_preferenceRelation, alternativesId)
if not alternativesId :
errorList.append("No active alternatives found.")
if not alternativesRel :
errorList.append("Problems between relation and alternatives.")
missing_eval = False
for o in alternativesId:
if not (o in alternativesRel):
missing_eval = True
break
else:
for p in alternativesId:
if not (p in alternativesRel[o]):
missing_eval = True
break
else:
if not ('i' in alternativesRel[o][p]):
missing_eval = True
break
if not ('p+' in alternativesRel[o][p]):
missing_eval = True
break
if not ('p-' in alternativesRel[o][p]):
missing_eval = True
break
if not ('j' in alternativesRel[o][p]):
missing_eval = True
break
if missing_eval:
errorList.append("Not all alternatives from alternatives.xml contain evaluations in preferenceRelation.xml, or evaluations are incomplete. Possible inputs from different sources")
alternativesAffectations = PyXMCDA.getAlternativesAffectations(xmltree_alternativesAffectations)
Knames = []
for o in alternativesId:
clusterId = alternativesAffectations[o]
if not (clusterId in Knames):
Knames.append(clusterId)
if Knames == []:
errorList.append("No clusters found.")
K = {}
for clusterId in Knames:
K[clusterId] = []
for o in alternativesId:
K[alternativesAffectations[o]].append(o)
if not errorList :
CRS = ClustersRelationSummary(alternativesId, alternativesRel)
RKsum = CRS.RKSummary(K)
L = ['i','p+','p-','j']
fo = open(out_dir+"/clustersRelationsDetailed.xml",'w')
PyXMCDA.writeHeader(fo)
fo.write('<categoriesComparisons>\n')
fo.write('\t<pairs>\n')
for i in Knames:
for j in Knames:
fo.write('\t\t<pair>\n')
fo.write('\t\t\t<initial>\n')
fo.write('\t\t\t\t<categoryID>'+i+'</categoryID>\n')
fo.write('\t\t\t</initial>\n')
fo.write('\t\t\t<terminal>\n')
fo.write('\t\t\t\t<categoryID>'+j+'</categoryID>\n')
fo.write('\t\t\t</terminal>\n')
fo.write('\t\t\t<values>\n')
for l in L:
fo.write('\t\t\t\t<value id="'+ l +'">\n')
fo.write('\t\t\t\t\t<real>'+str(RKsum[i][j][l])+'</real>\n')
fo.write('\t\t\t\t</value>\n')
fo.write('\t\t\t</values>\n')
fo.write('\t\t</pair>\n')
fo.write('\t</pairs>\n')
fo.write('</categoriesComparisons>\n')
PyXMCDA.writeFooter(fo)
fo.close()
# Creating log and error file, messages.xml
fileMessages = open(out_dir+"/messages.xml", 'w')
PyXMCDA.writeHeader (fileMessages)
if not errorList :
PyXMCDA.writeLogMessages (fileMessages, ["Execution ok"])
else :
PyXMCDA.writeErrorMessages (fileMessages, errorList)
PyXMCDA.writeFooter(fileMessages)
fileMessages.close()
def main(argv=None):
if argv is None:
argv = sys.argv
parser = OptionParser()
parser.add_option("-i", "--in", dest="in_dir")
parser.add_option("-o", "--out", dest="out_dir")
(options, args) = parser.parse_args(argv[1:])
in_dir = options.in_dir
out_dir = options.out_dir
# Creating a list for error messages
errorList = []
if not in_dir:
errorList.append("option --in is missing")
if not out_dir:
errorList.append("option --out is missing")
if not errorList:
if not os.path.isfile (in_dir+"/alternatives.xml"):
errorList.append("alternatives.xml is missing")
if not os.path.isfile (in_dir+"/preferenceRelation.xml"):
errorList.append("preferenceRelation.xml is missing")
if not os.path.isfile (in_dir+"/methodParameters.xml"):
errorList.append("methodParameters.xml is missing")
if not errorList:
# We parse all the mandatory input files
xmltree_alternatives = PyXMCDA.parseValidate(in_dir+"/alternatives.xml")
xmltree_preferenceRelation = PyXMCDA.parseValidate(in_dir+"/preferenceRelation.xml")
xmltree_methodParameters = PyXMCDA.parseValidate(in_dir+"/methodParameters.xml")
# We check if all mandatory input files are valid
if xmltree_alternatives == None :
errorList.append("alternatives.xml can't be validated.")
if xmltree_preferenceRelation == None :
errorList.append("preferenceRelation.xml can't be validated.")
if xmltree_methodParameters == None :
errorList.append("methodParameters.xml can't be validated.")
if not errorList :
alternativesId = PyXMCDA.getAlternativesID(xmltree_alternatives)
alternativesRel = PyXMCDA.getAlternativesComparisonsValues(xmltree_preferenceRelation, alternativesId)
method_type = PyXMCDA.getParameterByName(xmltree_methodParameters, "type")
if not alternativesId :
errorList.append("No active alternatives found.")
if not alternativesRel :
errorList.append("Problems between relation and alternatives.")
if not method_type:
errorList.append("No method type found.")
missing_eval = False
for o in alternativesId:
if not (o in alternativesRel):
missing_eval = True
break
else:
for p in alternativesId:
if not (p in alternativesRel[o]):
missing_eval = True
break
else:
if not ('i' in alternativesRel[o][p]):
missing_eval = True
break
if not ('p+' in alternativesRel[o][p]):
missing_eval = True
break
if not ('p-' in alternativesRel[o][p]):
missing_eval = True
break
if not ('j' in alternativesRel[o][p]):
missing_eval = True
break
if missing_eval:
errorList.append("Not all alternatives from alternatives.xml contain evaluations in preferenceRelation.xml, or evaluations are incomplete. Possible inputs from different sources")
if not errorList :
alg = Mcc(alternativesId, alternativesRel, method_type)
K, RK = alg.Run()
fo = open(out_dir+"/alternativesAffectations.xml",'w')
PyXMCDA.writeHeader(fo)
fo.write('<alternativesAffectations>\n')
for i in range(len(K)):
for o in K[i]:
fo.write('\t<alternativeAffectation>\n\t\t<alternativeID>'+o+'</alternativeID>\n\t\t<categoryID>'+'K'+str(i+1)+'</categoryID>\n\t</alternativeAffectation>\n')
fo.write('</alternativesAffectations>')
PyXMCDA.writeFooter(fo)
fo.close()
fo = open(out_dir+"/clustersRelations.xml",'w')
PyXMCDA.writeHeader(fo)
fo.write('<categoriesComparisons>\n')
fo.write('\t<pairs>\n')
for i in range(len(K)):
for j in range(len(K)):
fo.write('\t\t<pair>\n')
fo.write('\t\t\t<initial>\n')
fo.write('\t\t\t\t<categoryID>'+'K'+str(i+1)+'</categoryID>\n')
fo.write('\t\t\t</initial>\n')
fo.write('\t\t\t<terminal>\n')
fo.write('\t\t\t\t<categoryID>'+'K'+str(j+1)+'</categoryID>\n')
fo.write('\t\t\t</terminal>\n')
fo.write('\t\t\t<value>\n')
fo.write('\t\t\t\t<label>'+RK[i][j]+'</label>\n')
fo.write('\t\t\t</value>\n')
fo.write('\t\t</pair>\n')
fo.write('\t</pairs>\n')
fo.write('</categoriesComparisons>')
PyXMCDA.writeFooter(fo)
fo.close()
# Creating log and error file, messages.xml
fileMessages = open(out_dir+"/messages.xml", 'w')
PyXMCDA.writeHeader (fileMessages)
if not errorList :
PyXMCDA.writeLogMessages (fileMessages, ["Execution ok"])
else :
PyXMCDA.writeErrorMessages (fileMessages, errorList)
PyXMCDA.writeFooter(fileMessages)
fileMessages.close()
