nothing@0: #formal concept analysis
nothing@0: 
nothing@0: import rdflib
nothing@0: from rdflib import plugin, OWL, URIRef
nothing@0: from rdflib.graph import Graph
nothing@0: from rdflib.namespace import Namespace
nothing@0: 
nothing@0: execfile('/Users/alo/MusicOntology/features/fca/writeHTML.py')
nothing@0: 
nothing@0: plugin.register(
nothing@0:     'sparql', rdflib.query.Processor,
nothing@0:     'rdfextras.sparql.processor', 'Processor')
nothing@0: plugin.register(
nothing@0:     'sparql', rdflib.query.Result,
nothing@0:     'rdfextras.sparql.query', 'SPARQLQueryResult')
nothing@0: 
nothing@0: graph = Graph()
nothing@0: graph.parse('/Users/alo/MusicOntology/features/featuresCatalogue.rdf')
nothing@0: 
nothing@0: tools = []
nothing@0: 
nothing@0: res = graph.query(
nothing@0:     """SELECT DISTINCT ?tool
nothing@0:        WHERE {
nothing@0: 	   	?x local:computedIn ?tool .
nothing@0: 		?x local:feature ?feature 
nothing@0:        }
nothing@0: 	   ORDER BY ?tool""",
nothing@0:     initNs=dict(
nothing@0:         local=Namespace("http://sovarr.c4dm.eecs.qmul.ac.uk/features/"))
nothing@0: )
nothing@0: 
nothing@0: for it in res:
nothing@0:     tools.append(it[0])
nothing@0: 
nothing@0: tools.sort()
nothing@0: 
nothing@0: features = []
nothing@0: 
nothing@0: for s, p, o in graph.triples((None, None, OWL.Class)):
nothing@0:     features.append(s.split('/')[-1])
nothing@0:     
nothing@0: features.sort()
nothing@0: 
nothing@0: for ns, value in graph.namespaces():
nothing@0:     if ns == 'local':
nothing@0:         local = value
nothing@0: 
nothing@0: similarity = {}
nothing@0: 
nothing@0: for feature in features:
nothing@0:     mtrx = []
nothing@0:     for i in range(len(tools)):
nothing@0:         row = []
nothing@0:         for j in range(len(tools)):
nothing@0:             row.append(0)
nothing@0:         mtrx.append(row)
nothing@0:     similarity[feature] = mtrx
nothing@0:     for s, p, o in graph.triples((URIRef(local+feature), URIRef(local+'computedIn'), None)):
nothing@0:         if tools.count(o) != 0:
nothing@0:             similarity[feature][tools.index(o)][tools.index(o)] = 1
nothing@0: 
nothing@0: 
nothing@0: html = ''
nothing@0: for feature in features:
nothing@0:     count = 0
nothing@0:     for i in range(len(similarity[feature])):
nothing@0:         count += similarity[feature][i].count(1)
nothing@0:     if count > 1:
nothing@0:         html += '<div>'
nothing@0:         html += feature + '<br>'
nothing@0:         html += writeHTML('', similarity[feature], tools, tools)
nothing@0:         html += '</div>'
nothing@0: 
nothing@0: path = 'similarityMatrices.html'    
nothing@0: file = open(path, 'w')
nothing@0: file.write(html)
nothing@0: file.close()    
nothing@0: 
nothing@0: 
nothing@0: wiki = ''
nothing@0: for feature in features:
nothing@0:     count = 0
nothing@0:     for i in range(len(similarity[feature])):
nothing@0:         count += similarity[feature][i].count(1)
nothing@0:     if count > 1:
nothing@0:         wiki += '<div>\n'
nothing@0:         wiki += '====' + feature + '====\n'
nothing@0:         wiki += writeWikiTable('', similarity[feature], tools, tools)
nothing@0:         wiki += '</div>\n'
nothing@0: 
nothing@0: path = 'similarityMatricesWiki.txt'    
nothing@0: file = open(path, 'w')
nothing@0: file.write(wiki)
nothing@0: file.close()    
nothing@0: 
nothing@0: latex = ''
nothing@0: for feature in features:
nothing@0:     count = 0
nothing@0:     for i in range(len(similarity[feature])):
nothing@0:         count += similarity[feature][i].count(1)
nothing@0:     if count > 1:
nothing@0:         latex += '\n'
nothing@0:         latex += '{\large \\bfseries ' + feature + '}\n'
nothing@0:         latex += writeLatexTable('', similarity[feature], tools, tools)
nothing@0:         latex += '\n'
nothing@0: 
nothing@0: path = 'similarityMatricesLatex.txt'    
nothing@0: file = open(path, 'w')
nothing@0: file.write(latex)
nothing@0: file.close()