nothing@1: import rdflib, os, fnmatch, urllib2
nothing@1: from rdflib import Graph, RDF, RDFS, plugin, URIRef, Literal, OWL
nothing@1: from xml.dom.minidom import parseString
nothing@1: 
nothing@1: names = [line.strip() for line in open('pdfextract/names.txt')]
nothing@1: cat = [line.strip() for line in open('pdfextract/categories.txt')]
nothing@1: sig = [line.strip() for line in open('pdfextract/sig.txt')]
nothing@1: 
nothing@1: local = 'http://sovarr.c4dm.eecs.qmul.ac.uk/features/'
nothing@1: 
nothing@1: afgr = Graph()
nothing@1: afgr.bind('local', URIRef(local))
nothing@1: afgr.bind('dc', URIRef('http://purl.org/dc/elements/1.1/'))
nothing@1: afgr.bind('owl', URIRef('http://www.w3.org/2002/07/owl#'))
nothing@1: 
nothing@1: # def split_uppercase(string): 
nothing@1: #     x='' 
nothing@1: #     for i in string: 
nothing@1: #         if i.isupper(): 
nothing@1: #             x+=' %s' %i 
nothing@1: #         else: 
nothing@1: #             x+=i 
nothing@1: #     return x.strip()
nothing@1: 
nothing@1: i = 0
nothing@1: 
nothing@1: order = [
nothing@1:     "Zero Crossing Rate", 
nothing@1:     "Linear Predictive Coding", 
nothing@1:     "Mel-scale Frequency Cepstral Coefficients", 
nothing@1:     "Auditory Filter Bank Temporal Envelopes",
nothing@1:     "Rate-scale-frequency Features",
nothing@1:     "Phase Space Features"
nothing@1: ]
nothing@1: 
nothing@1: domains = {
nothing@1:     "Zero Crossing Rate": 'temporal',
nothing@1:     "Linear Predictive Coding": 'frequency',
nothing@1:     "Mel-scale Frequency Cepstral Coefficients": 'cepstral',
nothing@1:     "Auditory Filter Bank Temporal Envelopes": 'modulation frequency',
nothing@1:     "Rate-scale-frequency Features": 'eigendomain',
nothing@1:     "Phase Space Features": 'phase space'
nothing@1: }
nothing@1: 
nothing@1: abbr = {
nothing@1: 	"Zero Crossing Rate": "ZCR",
nothing@1: 	"Mel-scale Frequency Cepstral Coefficients": "MFCC",
nothing@1:     "Linear Predictive Coding": "LPC",
nothing@1:     "Linear Prediction Cepstral Coefficients": "LPCC",
nothing@1:     "Zero crossing peak amplitudes": "ZCPA",
nothing@1:     "Line spectral frequencies": "LSF",
nothing@1:     "Short-time energy": "STE",
nothing@1:     "Amplitude descriptor":  "AD",
nothing@1:     "Adaptive time frequency transform": "ATFT",
nothing@1:     "Daubechies Wavelet coefficient histogram": "DWCH",
nothing@1:     "Spectral Flux": "SF",
nothing@1:     "Group delay function": "GDF",
nothing@1:     "Modified group delay function": "MGDF",
nothing@1:     "Spectral centroid": "SC",
nothing@1:     "Subband spectral flux": "SSF",
nothing@1:     "Perceptual linear prediction": "PLP"
nothing@1: }
nothing@1: 
nothing@1: 
nothing@1: domain = ""
nothing@1: domainIndex = 0
nothing@1: compdict = {}
nothing@1: 
nothing@1: for filename in ['filters', 'trans', 'aggr']:
nothing@1:     for line in [line.strip() for line in open('pdfextract/' + filename + '.txt')]:
nothing@1:         compdict[line[0]] = line[2:]
nothing@1:         
nothing@1: 
nothing@1:             
nothing@1: for name in names:
nothing@1:     id = local + (name.replace(' ','').replace('-',''))
nothing@1:     
nothing@1:     if name == order[domainIndex]:
nothing@1:         domain = domains[order[domainIndex]]
nothing@1:         domainIndex += 1
nothing@1:     
nothing@1:     afgr.add(( URIRef(id),        
nothing@1:         URIRef('http://www.w3.org/1999/02/22-rdf-syntax-ns#type'), 
nothing@1:         URIRef(OWL.Class)  
nothing@1:     ))
nothing@1:     
nothing@1:     afgr.add(( 
nothing@1:         URIRef(id), 
nothing@1:         URIRef(local + 'feature'), 
nothing@1:         Literal(name.replace(' ','').replace('-','')) 
nothing@1:     ))
nothing@1: 
nothing@1:     afgr.add(( 
nothing@1:         URIRef(id), 
nothing@1:         URIRef(local + 'domain'), 
nothing@1:         Literal(domain) 
nothing@1:     ))
nothing@1: 
nothing@1:     word = cat[i].split(' ')
nothing@1: 
nothing@1:     temp = {
nothing@1:         'I': 'intraframe',
nothing@1:         'X': 'interframe',
nothing@1:         'G': 'global'
nothing@1:     }[word[0]]
nothing@1: 
nothing@1:     afgr.add(( 
nothing@1:         URIRef(id), 
nothing@1:         URIRef(local + 'temporalscale'), 
nothing@1:         Literal(temp) 
nothing@1:     ))
nothing@1:     
nothing@1:     
nothing@1:     if word[1] == 'Y': 
nothing@1:         temp = 'perceptual'
nothing@1:     else:
nothing@1:         temp = 'physical'
nothing@1:         
nothing@1:     afgr.add((
nothing@1:         URIRef(id), 
nothing@1:         URIRef(local + 'level'), 
nothing@1:         Literal(temp) 
nothing@1:     ))
nothing@1:         
nothing@1:     if word[2] == 'Y':
nothing@1:         afgr.add((
nothing@1:             URIRef(id), 
nothing@1:             URIRef(local + 'model'), 
nothing@1:             Literal('psychoacoustic') 
nothing@1:         ))
nothing@1:         
nothing@1:     temp = {
nothing@1:         'L': 'low',
nothing@1:         'M': 'medium',
nothing@1:         'H': 'high'
nothing@1:     }[word[3]]
nothing@1:     
nothing@1:     afgr.add(( 
nothing@1:         URIRef(id),
nothing@1:         URIRef(local + 'complexity'), 
nothing@1:         Literal(temp) 
nothing@1:     ))
nothing@1:     
nothing@1:     if word[4] == 'V':
nothing@1:         temp = 'parameterized'
nothing@1:     else:
nothing@1:         temp = word[4]
nothing@1:         
nothing@1:     afgr.add(( 
nothing@1:         URIRef(id),
nothing@1:         URIRef(local + 'dimensions'), 
nothing@1:         Literal(temp) 
nothing@1:     ))
nothing@1:     
nothing@1:     temp = {
nothing@1:         'ASR': "speech recognition",
nothing@1:         'ESR': "environmental sound recognition",
nothing@1:         'MIR': "music information retrieval",
nothing@1:         'AS': "audio segmentation",
nothing@1:         'FP': "fingerprinting",
nothing@1:         'VAR': "several",
nothing@1:         'EXC': ''
nothing@1:     }[word[5]]
nothing@1: 
nothing@1:     if temp != '':   
nothing@1:         afgr.add(( 
nothing@1:             URIRef(id), 
nothing@1:             URIRef(local + 'appdomain'), 
nothing@1:             Literal(temp) 
nothing@1:         ))
nothing@1:         
nothing@1:     steps = sig[i].split(' ')
nothing@1:     
nothing@1:     for key in steps:
nothing@1:         afgr.add(( 
nothing@1:             URIRef(id), 
nothing@1:             URIRef(local + 'computation'), 
nothing@1:             Literal(compdict[key]) 
nothing@1:         ))
nothing@1:         
nothing@1:     if name.find('MPEG-7') >= 0:
nothing@1:         afgr.add(( 
nothing@1:             URIRef(id),
nothing@1:             URIRef(local + 'computedIn'),
nothing@1:             Literal('MPEG-7')
nothing@1:         ))
nothing@1:     
nothing@1:     if name in abbr.keys():
nothing@1:         afgr.add(( 
nothing@1:             URIRef(id),
nothing@1:             URIRef(local + 'abbreviation'),
nothing@1:             Literal(abbr[name])
nothing@1:         ))
nothing@1:         
nothing@1:     
nothing@1:     i += 1
nothing@1: 
nothing@1: 
nothing@1: execfile('/Users/alo/Downloads/python-Levenshtein-0.10.2/StringMatcher.py')
nothing@1: 
nothing@1: ############# Vamp ###############
nothing@1: 
nothing@1: 
nothing@1: vamp = Graph()
nothing@1: vamp.parse('/Users/alo/Development/qm/qm-vamp-plugins/qm-vamp-plugins.n3', format='n3')
nothing@1: 
nothing@1: vampdict = {}
nothing@1: 
nothing@1: current = afgr
nothing@1: 
nothing@1: for s, p, o in vamp.triples((None, None, URIRef('http://purl.org/ontology/vamp/Plugin'))):
nothing@1:     for vs, vp, vo in vamp.triples((s, URIRef('http://purl.org/ontology/vamp/name'), None )):
nothing@1:         score = 100
nothing@1:         vampdict[vo] = {'score': 0, 'name': ""}
nothing@1:         for s, p, o in current.triples((None, None, RDFS.Resource)):
nothing@1:             for cs, cp, name in current.triples((s, URIRef('http://sovarr.c4dm.eecs.qmul.ac.uk/features/feature'), None)):
nothing@1:                 m = StringMatcher()
nothing@1:                 m.set_seqs(vo, name)
nothing@1:                 sc = float(m.distance()) / ((len(vo) + len(name)) / 2.0)
nothing@1:                 if sc < score:
nothing@1:                     vampdict[vo]['score'] = 1.0 - sc
nothing@1:                     vampdict[vo]['name'] = name
nothing@1:                     score = sc
nothing@1: 
nothing@1: for k in vampdict.keys():
nothing@1:     if vampdict[k]['score'] > 0.75:
nothing@1:         name = vampdict[k]['name']
nothing@1:         id = local + (name.replace(' ','').replace('-',''))
nothing@1:         afgr.add(( 
nothing@1:             URIRef(id),
nothing@1:             URIRef(local + 'computedIn'),
nothing@1:             Literal('Vamp Plugins')
nothing@1:         ))
nothing@1:     else:
nothing@1:         id = local + (k.replace(' ','').replace('-',''))
nothing@1:         afgr.add(( URIRef(id),        
nothing@1:             URIRef('http://www.w3.org/1999/02/22-rdf-syntax-ns#type'), 
nothing@1:             URIRef(OWL.Class)  
nothing@1:         ))
nothing@1:     
nothing@1:         afgr.add(( 
nothing@1:             URIRef(id), 
nothing@1:             URIRef(local + 'feature'), 
nothing@1:             Literal(k.replace(" ", "")) 
nothing@1:         ))
nothing@1:         
nothing@1:         afgr.add(( 
nothing@1:             URIRef(id),
nothing@1:             URIRef(local + 'computedIn'),
nothing@1:             Literal('Vamp Plugins')
nothing@1:         ))
nothing@1:         
nothing@1: 
nothing@1: ############# Marsyas ###############
nothing@1: 
nothing@1: 
nothing@1: mdir = '/Users/alo/Development/MIR/marsyas-0.4.7/src/marsyas/'
nothing@1: 
nothing@1: madict = {}
nothing@1: 
nothing@1: for name in os.listdir(mdir):
nothing@1:     if fnmatch.fnmatch(name, '*.h'):
nothing@1:         code = [line.strip() for line in open(mdir + name)]
nothing@1:         found = False
nothing@1:         for line in code:
nothing@1:             if line.find('\ingroup Analysis') >= 0:
nothing@1:                 found = True
nothing@1:                 break
nothing@1:         
nothing@1:         if found:
nothing@1:             i = 0
nothing@1:             cl = ''
nothing@1:             for line in code:
nothing@1:                 if line.find('\class') >= 0:
nothing@1:                     cl = line.split(' ')[-1]
nothing@1:                     madict[cl] = {'brief': code[i+2][7:]} 
nothing@1:                     if code[i+3] != '':
nothing@1:                         madict[cl]['brief'] += code[i+3]
nothing@1:                         
nothing@1:                     break
nothing@1:                     
nothing@1:                 i += 1
nothing@1: 
nothing@1:                 
nothing@1:             score = 100
nothing@1:             madict[cl]['score'] = 0
nothing@1:             madict[cl]['name'] = ""
nothing@1:             for s, p, o in current.triples((None, None, RDFS.Resource)):                                    
nothing@1:                 for cs, cp, name in current.triples((s, URIRef('http://sovarr.c4dm.eecs.qmul.ac.uk/features/feature'), None)):
nothing@1:                     m = StringMatcher()
nothing@1:                     m.set_seqs(Literal(cl), name)
nothing@1:                     sc = float(m.distance()) / ((len(cl) + len(name)) / 2.0)
nothing@1:                     if sc < score:
nothing@1:                         madict[cl]['score'] = 1.0 - sc
nothing@1:                         madict[cl]['name'] = name
nothing@1:                         score = sc
nothing@1:             
nothing@1:             if madict[cl]['score'] < 0.75:                
nothing@1:                 for k in abbr.keys():
nothing@1:                     if abbr[k] == cl:
nothing@1:                         madict[cl]['score'] = 1.0
nothing@1:                         madict[cl]['name'] = k
nothing@1: 
nothing@1: 
nothing@1: for k in madict.keys():
nothing@1:     if madict[k]['score'] > 0.75:
nothing@1:         name = madict[k]['name']
nothing@1:         id = local + (name.replace(' ','').replace('-',''))
nothing@1:         afgr.add(( 
nothing@1:             URIRef(id),
nothing@1:             URIRef(local + 'computedIn'),
nothing@1:             Literal('Marsyas')
nothing@1:         ))
nothing@1:     else:
nothing@1:         id = local + (k.replace(' ','').replace('-',''))
nothing@1:         afgr.add(( URIRef(id),
nothing@1:             URIRef('http://www.w3.org/1999/02/22-rdf-syntax-ns#type'), 
nothing@1:             URIRef(OWL.Class)  
nothing@1:         ))
nothing@1:     
nothing@1:         afgr.add(( 
nothing@1:             URIRef(id), 
nothing@1:             URIRef(local + 'feature'), 
nothing@1:             Literal(k) 
nothing@1:         ))
nothing@1: 
nothing@1:         afgr.add(( 
nothing@1:             URIRef(id), 
nothing@1:             URIRef(local + 'description'), 
nothing@1:             Literal(madict[k]['brief']) 
nothing@1:         ))
nothing@1:                 
nothing@1:         afgr.add(( 
nothing@1:             URIRef(id),
nothing@1:             URIRef(local + 'computedIn'),
nothing@1:             Literal('Marsyas')
nothing@1:         ))
nothing@1: 
nothing@1: 
nothing@1: 
nothing@1: ############# jMIR ###############
nothing@1: 
nothing@1: jdir = '/Users/alo/Development/MIR/jAudio/jAudio/'
nothing@1: 
nothing@1: jdict = {}
nothing@1: 
nothing@1: file = urllib2.urlopen('file://' + jdir + 'features.xml')
nothing@1: data = file.read()
nothing@1: file.close()
nothing@1: 
nothing@1: dom = parseString(data)
nothing@1: jmir = dom.getElementsByTagName('feature')
nothing@1: 
nothing@1: for nodes in jmir:
nothing@1:     jname = nodes.childNodes[1].firstChild.nodeValue.split('.')[-1]
nothing@1:     jdict[jname] = {'score': 0, 'name': ""} 
nothing@1: #    if len(nodes.childNodes) == 5:
nothing@1: #        print nodes.childNodes[3]
nothing@1:     score = 100
nothing@1: 
nothing@1:     for s, p, o in current.triples((None, None, RDFS.Resource)):                                    
nothing@1:         for cs, cp, name in current.triples((s, URIRef('http://sovarr.c4dm.eecs.qmul.ac.uk/features/feature'), None)):
nothing@1:             m = StringMatcher()
nothing@1:             m.set_seqs(Literal(jname), name)
nothing@1:             sc = float(m.distance()) / ((len(jname) + len(name)) / 2.0)
nothing@1:             if sc < score:
nothing@1:                 jdict[jname]['score'] = 1.0 - sc
nothing@1:                 jdict[jname]['name'] = name
nothing@1:                 score = sc
nothing@1:             
nothing@1:     if jdict[jname]['score'] < 0.75:                
nothing@1:         for k in abbr.keys():
nothing@1:             if abbr[k] == jname:
nothing@1:                 jdict[jname]['score'] = 1.0
nothing@1:                 jdict[jname]['name'] = k
nothing@1: 
nothing@1: for k in jdict.keys():
nothing@1:     if jdict[k]['score'] > 0.75:
nothing@1:         name = jdict[k]['name']
nothing@1:         id = local + (name.replace(' ','').replace('-',''))
nothing@1:         afgr.add(( 
nothing@1:             URIRef(id),
nothing@1:             URIRef(local + 'computedIn'),
nothing@1:             Literal('jMIR')
nothing@1:         ))
nothing@1:     else:
nothing@1:         id = local + (k.replace(' ','').replace('-',''))
nothing@1:         afgr.add(( URIRef(id),        
nothing@1:             URIRef('http://www.w3.org/1999/02/22-rdf-syntax-ns#type'), 
nothing@1:             URIRef(OWL.Class)  
nothing@1:         ))
nothing@1:     
nothing@1:         afgr.add(( 
nothing@1:             URIRef(id), 
nothing@1:             URIRef(local + 'feature'), 
nothing@1:             Literal(k) 
nothing@1:         ))
nothing@1:                 
nothing@1:         afgr.add(( 
nothing@1:             URIRef(id),
nothing@1:             URIRef(local + 'computedIn'),
nothing@1:             Literal('jMIR')
nothing@1:         ))
nothing@1: 
nothing@1: 
nothing@1: 
nothing@1: ############# libXtract ###############
nothing@1: 
nothing@1: 
nothing@1: path = '/Users/alo/Development/MIR/LibXtract/xtract/libxtract.h'
nothing@1: 
nothing@1: lines = [line.strip() for line in open(path)]
nothing@1: 
nothing@1: xtract = lines[(lines.index('enum xtract_features_ {')+1):(lines.index('XTRACT_WINDOWED')-1)]
nothing@1: 
nothing@1: xdict = {}
nothing@1: 
nothing@1: for ln in xtract:
nothing@1:     xname = ln[(ln.index('_')+1):-1].replace("_", " ").lower().capitalize()
nothing@1:     xdict[xname] = {'score': 0, 'name': ""}
nothing@1:     
nothing@1:     score = 100
nothing@1: 
nothing@1:     for s, p, o in current.triples((None, None, RDFS.Resource)):                                    
nothing@1:         for cs, cp, name in current.triples((s, URIRef('http://sovarr.c4dm.eecs.qmul.ac.uk/features/feature'), None)):
nothing@1:             m = StringMatcher()
nothing@1:             m.set_seqs(Literal(xname), name)
nothing@1:             sc = float(m.distance()) / ((len(xname) + len(name)) / 2.0)
nothing@1:             if sc < score:
nothing@1:                 xdict[xname]['score'] = 1.0 - sc
nothing@1:                 xdict[xname]['name'] = name
nothing@1:                 score = sc
nothing@1:             
nothing@1:     if xdict[xname]['score'] < 0.75:                
nothing@1:         for k in abbr.keys():
nothing@1:             if abbr[k] == xname.upper():
nothing@1:                 xdict[xname]['score'] = 1.0
nothing@1:                 xdict[xname]['name'] = k
nothing@1: 
nothing@1: for k in xdict.keys():
nothing@1:     if xdict[k]['score'] > 0.75:
nothing@1:         name = xdict[k]['name']
nothing@1:         id = local + (name.replace(' ','').replace('-',''))
nothing@1:         afgr.add(( 
nothing@1:             URIRef(id),
nothing@1:             URIRef(local + 'computedIn'),
nothing@1:             Literal('libXtract')
nothing@1:         ))
nothing@1:     else:
nothing@1:         id = local + (k.replace(' ','').replace('-',''))
nothing@1:         afgr.add(( URIRef(id),        
nothing@1:             URIRef('http://www.w3.org/1999/02/22-rdf-syntax-ns#type'), 
nothing@1:             URIRef(OWL.Class)  
nothing@1:         ))
nothing@1:     
nothing@1:         afgr.add(( 
nothing@1:             URIRef(id), 
nothing@1:             URIRef(local + 'feature'), 
nothing@1:             Literal(k.replace(" ", "").replace("-", "")) 
nothing@1:         ))
nothing@1:                 
nothing@1:         afgr.add(( 
nothing@1:             URIRef(id),
nothing@1:             URIRef(local + 'computedIn'),
nothing@1:             Literal('libXtract')
nothing@1:         ))
nothing@1: 
nothing@1: 
nothing@1: 
nothing@1: ############# yaafe ###############
nothing@1: 
nothing@1: path = "/Users/alo/Development/MIR/yaafe-v0.64/src_python/yaafefeatures.py"
nothing@1: 
nothing@1: lines = [line.strip() for line in open(path)]
nothing@1: 
nothing@1: ydict = {}
nothing@1: 
nothing@1: for ln in lines:
nothing@1:     if ln.find('class ') >= 0:
nothing@1:         yname = ln[6:ln.find('(AudioFeature)')]
nothing@1:         
nothing@1:         ydict[yname] = {'score': 0, 'name': ""}
nothing@1:     
nothing@1:         score = 100
nothing@1: 
nothing@1:         for s, p, o in current.triples((None, None, RDFS.Resource)):                                    
nothing@1:             for cs, cp, name in current.triples((s, URIRef('http://sovarr.c4dm.eecs.qmul.ac.uk/features/feature'), None)):
nothing@1:                 m = StringMatcher()
nothing@1:                 m.set_seqs(Literal(yname), name)
nothing@1:                 sc = float(m.distance()) / ((len(yname) + len(name)) / 2.0)
nothing@1:                 if sc < score:
nothing@1:                     ydict[yname]['score'] = 1.0 - sc
nothing@1:                     ydict[yname]['name'] = name
nothing@1:                     score = sc
nothing@1:             
nothing@1:         if ydict[yname]['score'] < 0.75:                
nothing@1:             for k in abbr.keys():
nothing@1:                 if abbr[k] == yname:
nothing@1:                     ydict[yname]['score'] = 1.0
nothing@1:                     ydict[yname]['name'] = k
nothing@1: 
nothing@1: for k in ydict.keys():
nothing@1:     if ydict[k]['score'] > 0.75:
nothing@1:         name = ydict[k]['name']
nothing@1:         id = local + (name.replace(' ','').replace('-',''))
nothing@1:         afgr.add(( 
nothing@1:             URIRef(id),
nothing@1:             URIRef(local + 'computedIn'),
nothing@1:             Literal('yaafe')
nothing@1:         ))
nothing@1:     else:
nothing@1:         id = local + (k.replace(' ','').replace('-',''))
nothing@1:         afgr.add(( URIRef(id),        
nothing@1:             URIRef('http://www.w3.org/1999/02/22-rdf-syntax-ns#type'), 
nothing@1:             URIRef(OWL.Class)  
nothing@1:         ))
nothing@1:     
nothing@1:         afgr.add(( 
nothing@1:             URIRef(id), 
nothing@1:             URIRef(local + 'feature'), 
nothing@1:             Literal(k) 
nothing@1:         ))
nothing@1:                 
nothing@1:         afgr.add(( 
nothing@1:             URIRef(id),
nothing@1:             URIRef(local + 'computedIn'),
nothing@1:             Literal('yaafe')
nothing@1:         ))
nothing@1: 
nothing@1: ############# MIRToolbox ###############
nothing@1: 
nothing@1: path = "/Users/alo/MusicOntology/features/rdf/af-MIRToolbox.rdf"
nothing@1: mirt = Graph()
nothing@1: mirt.parse(path)
nothing@1: 
nothing@1: mdict = {}
nothing@1: 
nothing@1: for s, p, o in mirt.triples((None, None, RDFS.Resource)):
nothing@1:     mname = s.split('/')[-1]
nothing@1:     mdict[mname] = {'score': 0, 'name':"", 'sub': s}
nothing@1:     
nothing@1:     score = 100
nothing@1: 
nothing@1:     for s, p, o in current.triples((None, None, RDFS.Resource)):                                    
nothing@1:         for cs, cp, name in current.triples((s, URIRef('http://sovarr.c4dm.eecs.qmul.ac.uk/features/feature'), None)):
nothing@1:             m = StringMatcher()
nothing@1:             m.set_seqs(Literal(mname), name)
nothing@1:             sc = float(m.distance()) / ((len(mname) + len(name)) / 2.0)
nothing@1:             if sc < score:
nothing@1:                 mdict[mname]['score'] = 1.0 - sc
nothing@1:                 mdict[mname]['name'] = name
nothing@1:                 score = sc
nothing@1:             
nothing@1:     if mdict[mname]['score'] < 0.75:                
nothing@1:         for k in abbr.keys():
nothing@1:             if abbr[k] == mname:
nothing@1:                 mdict[mname]['score'] = 1.0
nothing@1:                 mdict[mname]['name'] = k
nothing@1:     
nothing@1:     
nothing@1: for k in mdict.keys():
nothing@1:     if mdict[k]['score'] > 0.77:
nothing@1:         name = mdict[k]['name']
nothing@1:         id = local + (name.replace(' ','').replace('-',''))
nothing@1:         afgr.add(( 
nothing@1:             URIRef(id),
nothing@1:             URIRef(local + 'computedIn'),
nothing@1:             Literal('MIRToolbox')
nothing@1:         ))
nothing@1:     else:
nothing@1:         id = local + (k.replace(' ','').replace('-',''))
nothing@1:         afgr.add(( URIRef(id),        
nothing@1:             URIRef('http://www.w3.org/1999/02/22-rdf-syntax-ns#type'), 
nothing@1:             URIRef(OWL.Class)  
nothing@1:         ))
nothing@1:     
nothing@1:         afgr.add(( 
nothing@1:             URIRef(id), 
nothing@1:             URIRef(local + 'feature'), 
nothing@1:             Literal(k) 
nothing@1:         ))
nothing@1:                 
nothing@1:         afgr.add(( 
nothing@1:             URIRef(id),
nothing@1:             URIRef(local + 'computedIn'),
nothing@1:             Literal('MIRToolbox')
nothing@1:         ))
nothing@1:         
nothing@1:     for s, p, o in mirt.triples((mdict[k]['sub'], None, None)):
nothing@1:         if o != RDFS.Resource:
nothing@1:             afgr.add((URIRef(id), p, o))
nothing@1:         
nothing@1: 
nothing@1: ############# CLAM ###############
nothing@1: 
nothing@1: path = "/Users/alo/MusicOntology/features/rdf/af-CLAM.rdf"
nothing@1: clam = Graph()
nothing@1: clam.parse(path)
nothing@1: 
nothing@1: cdict = {}
nothing@1: 
nothing@1: for s, p, o in clam.triples((None, None, RDFS.Resource)):
nothing@1:     cname = s.split('/')[-1]
nothing@1:     cdict[cname] = {'score': 0, 'name':"", 'sub': s}
nothing@1:     
nothing@1:     score = 100
nothing@1: 
nothing@1:     for s, p, o in current.triples((None, None, RDFS.Resource)):                                    
nothing@1:         for cs, cp, name in current.triples((s, URIRef('http://sovarr.c4dm.eecs.qmul.ac.uk/features/feature'), None)):
nothing@1:             m = StringMatcher()
nothing@1:             m.set_seqs(Literal(cname), name)
nothing@1:             sc = float(m.distance()) / ((len(cname) + len(name)) / 2.0)
nothing@1:             if sc < score:
nothing@1:                 cdict[cname]['score'] = 1.0 - sc
nothing@1:                 cdict[cname]['name'] = name
nothing@1:                 score = sc
nothing@1:             
nothing@1:     if cdict[cname]['score'] < 0.75:                
nothing@1:         for k in abbr.keys():
nothing@1:             if abbr[k] == cname:
nothing@1:                 cdict[cname]['score'] = 1.0
nothing@1:                 cdict[cname]['name'] = k
nothing@1:     
nothing@1: for k in cdict.keys():
nothing@1:     if cdict[k]['score'] > 0.77:
nothing@1:         name = cdict[k]['name']
nothing@1:         id = local + (name.replace(' ','').replace('-',''))
nothing@1:         afgr.add(( 
nothing@1:             URIRef(id),
nothing@1:             URIRef(local + 'computedIn'),
nothing@1:             Literal('CLAM')
nothing@1:         ))
nothing@1:     else:
nothing@1:         id = local + (k.replace(' ','').replace('-',''))
nothing@1:         afgr.add(( URIRef(id),        
nothing@1:             URIRef('http://www.w3.org/1999/02/22-rdf-syntax-ns#type'), 
nothing@1:             URIRef(OWL.Class)  
nothing@1:         ))
nothing@1:     
nothing@1:         afgr.add(( 
nothing@1:             URIRef(id), 
nothing@1:             URIRef(local + 'feature'), 
nothing@1:             Literal(k) 
nothing@1:         ))
nothing@1:                 
nothing@1:         afgr.add(( 
nothing@1:             URIRef(id),
nothing@1:             URIRef(local + 'computedIn'),
nothing@1:             Literal('CLAM')
nothing@1:         ))
nothing@1:         
nothing@1:     for s, p, o in clam.triples((cdict[k]['sub'], None, None)):
nothing@1:         if o != RDFS.Resource:
nothing@1:             afgr.add((URIRef(id), p, o))
nothing@1: 
nothing@1: 
nothing@1: ############# SCMIR ###############
nothing@1: 
nothing@1: path = "/Users/alo/MusicOntology/features/rdf/af-SuperCollider.rdf"
nothing@1: scg = Graph()
nothing@1: scg.parse(path)
nothing@1: 
nothing@1: scdict = {}
nothing@1: 
nothing@1: for s, p, o in scg.triples((None, None, RDFS.Resource)):
nothing@1:     scname = s.split('/')[-1]
nothing@1:     scdict[scname] = {'score': 0, 'name':"", 'sub': s}
nothing@1:     
nothing@1:     score = 100
nothing@1: 
nothing@1:     for s, p, o in current.triples((None, None, RDFS.Resource)):                                    
nothing@1:         for cs, cp, name in current.triples((s, URIRef('http://sovarr.c4dm.eecs.qmul.ac.uk/features/feature'), None)):
nothing@1:             m = StringMatcher()
nothing@1:             m.set_seqs(Literal(scname), name)
nothing@1:             sc = float(m.distance()) / ((len(scname) + len(name)) / 2.0)
nothing@1:             if sc < score:
nothing@1:                 scdict[scname]['score'] = 1.0 - sc
nothing@1:                 scdict[scname]['name'] = name
nothing@1:                 score = sc
nothing@1:             
nothing@1:     if scdict[scname]['score'] < 0.75:                
nothing@1:         for k in abbr.keys():
nothing@1:             if abbr[k] == scname:
nothing@1:                 scdict[scname]['score'] = 1.0
nothing@1:                 scdict[scname]['name'] = k
nothing@1:     
nothing@1: for k in scdict.keys():
nothing@1:     if scdict[k]['score'] > 0.77:
nothing@1:         name = scdict[k]['name']
nothing@1:         id = local + (name.replace(' ','').replace('-',''))
nothing@1:         afgr.add(( 
nothing@1:             URIRef(id),
nothing@1:             URIRef(local + 'computedIn'),
nothing@1:             Literal('SuperCollider')
nothing@1:         ))
nothing@1:     else:
nothing@1:         id = local + (k.replace(' ','').replace('-',''))
nothing@1:         afgr.add(( URIRef(id),        
nothing@1:             URIRef('http://www.w3.org/1999/02/22-rdf-syntax-ns#type'), 
nothing@1:             URIRef(OWL.Class)  
nothing@1:         ))
nothing@1:     
nothing@1:         afgr.add(( 
nothing@1:             URIRef(id), 
nothing@1:             URIRef(local + 'feature'), 
nothing@1:             Literal(k) 
nothing@1:         ))
nothing@1:                 
nothing@1:         afgr.add(( 
nothing@1:             URIRef(id),
nothing@1:             URIRef(local + 'computedIn'),
nothing@1:             Literal('SuperCollider')
nothing@1:         ))
nothing@1:         
nothing@1:     for s, p, o in scg.triples((scdict[k]['sub'], None, None)):
nothing@1:         if o != RDFS.Resource:
nothing@1:             afgr.add((URIRef(id), p, o))
nothing@1: 
nothing@1: 
nothing@1: ############# aubio ###############
nothing@1: path = "/Users/alo/MusicOntology/features/rdf/af-aubio.rdf"
nothing@1: aug = Graph()
nothing@1: aug.parse(path)
nothing@1: 
nothing@1: audict = {}
nothing@1: 
nothing@1: for s, p, o in aug.triples((None, None, RDFS.Resource)):
nothing@1:     auname = s.split('/')[-1]
nothing@1:     audict[auname] = {'score': 0, 'name':"", 'sub': s}
nothing@1:     
nothing@1:     score = 100
nothing@1: 
nothing@1:     for s, p, o in current.triples((None, None, RDFS.Resource)):                                    
nothing@1:         for cs, cp, name in current.triples((s, URIRef('http://sovarr.c4dm.eecs.qmul.ac.uk/features/feature'), None)):
nothing@1:             m = StringMatcher()
nothing@1:             m.set_seqs(Literal(auname), name)
nothing@1:             au = float(m.distance()) / ((len(auname) + len(name)) / 2.0)
nothing@1:             if au < score:
nothing@1:                 audict[auname]['score'] = 1.0 - au
nothing@1:                 audict[auname]['name'] = name
nothing@1:                 score = au
nothing@1:             
nothing@1:     if audict[auname]['score'] < 0.75:                
nothing@1:         for k in abbr.keys():
nothing@1:             if abbr[k] == auname:
nothing@1:                 audict[auname]['score'] = 1.0
nothing@1:                 audict[auname]['name'] = k
nothing@1:     
nothing@1: for k in audict.keys():
nothing@1:     if audict[k]['score'] > 0.77:
nothing@1:         name = audict[k]['name']
nothing@1:         id = local + (name.replace(' ','').replace('-',''))
nothing@1:         afgr.add(( 
nothing@1:             URIRef(id),
nothing@1:             URIRef(local + 'computedIn'),
nothing@1:             Literal('Aubio')
nothing@1:         ))
nothing@1:     else:
nothing@1:         id = local + (k.replace(' ','').replace('-',''))
nothing@1:         afgr.add(( URIRef(id),        
nothing@1:             URIRef('http://www.w3.org/1999/02/22-rdf-syntax-ns#type'), 
nothing@1:             URIRef(OWL.Class)  
nothing@1:         ))
nothing@1:     
nothing@1:         afgr.add(( 
nothing@1:             URIRef(id), 
nothing@1:             URIRef(local + 'feature'), 
nothing@1:             Literal(k) 
nothing@1:         ))
nothing@1:                 
nothing@1:         afgr.add(( 
nothing@1:             URIRef(id),
nothing@1:             URIRef(local + 'computedIn'),
nothing@1:             Literal('Aubio')
nothing@1:         ))
nothing@1:         
nothing@1:     for s, p, o in aug.triples((audict[k]['sub'], None, None)):
nothing@1:         if o != RDFS.Resource:
nothing@1:             afgr.add((URIRef(id), p, o))
nothing@1: 
nothing@1: 
nothing@1: ############# sMIRk ###############
nothing@1: path = "/Users/alo/MusicOntology/features/rdf/af-smirk.rdf"
nothing@1: smg = Graph()
nothing@1: smg.parse(path)
nothing@1: 
nothing@1: smdict = {}
nothing@1: 
nothing@1: for s, p, o in smg.triples((None, None, RDFS.Resource)):
nothing@1:     smname = s.split('/')[-1]
nothing@1:     smdict[smname] = {'score': 0, 'name':"", 'sub': s}
nothing@1:     
nothing@1:     score = 100
nothing@1: 
nothing@1:     for s, p, o in current.triples((None, None, RDFS.Resource)):                                    
nothing@1:         for cs, cp, name in current.triples((s, URIRef('http://sovarr.c4dm.eecs.qmul.ac.uk/features/feature'), None)):
nothing@1:             m = StringMatcher()
nothing@1:             m.set_seqs(Literal(smname), name)
nothing@1:             sm = float(m.distance()) / ((len(smname) + len(name)) / 2.0)
nothing@1:             if sm < score:
nothing@1:                 smdict[smname]['score'] = 1.0 - sm
nothing@1:                 smdict[smname]['name'] = name
nothing@1:                 score = sm
nothing@1:             
nothing@1:     if smdict[smname]['score'] < 0.75:                
nothing@1:         for k in abbr.keys():
nothing@1:             if abbr[k] == smname:
nothing@1:                 smdict[smname]['score'] = 1.0
nothing@1:                 smdict[smname]['name'] = k
nothing@1:     
nothing@1: for k in smdict.keys():
nothing@1:     if smdict[k]['score'] > 0.77:
nothing@1:         name = smdict[k]['name']
nothing@1:         id = local + (name.replace(' ','').replace('-',''))
nothing@1:         afgr.add(( 
nothing@1:             URIRef(id),
nothing@1:             URIRef(local + 'computedIn'),
nothing@1:             Literal('sMIRk')
nothing@1:         ))
nothing@1:     else:
nothing@1:         id = local + (k.replace(' ','').replace('-',''))
nothing@1:         afgr.add(( URIRef(id),        
nothing@1:             URIRef('http://www.w3.org/1999/02/22-rdf-syntax-ns#type'), 
nothing@1:             URIRef(OWL.Class)  
nothing@1:         ))
nothing@1:     
nothing@1:         afgr.add(( 
nothing@1:             URIRef(id), 
nothing@1:             URIRef(local + 'feature'), 
nothing@1:             Literal(k) 
nothing@1:         ))
nothing@1:                 
nothing@1:         afgr.add(( 
nothing@1:             URIRef(id),
nothing@1:             URIRef(local + 'computedIn'),
nothing@1:             Literal('sMIRk')
nothing@1:         ))
nothing@1:         
nothing@1:     for s, p, o in smg.triples((smdict[k]['sub'], None, None)):
nothing@1:         if o != RDFS.Resource:
nothing@1:             afgr.add((URIRef(id), p, o))
nothing@1: 
nothing@1: 
nothing@1: ############ check similarities ###############
nothing@1: for s, p, o in afgr.triples((None, None, OWL.Class)):
nothing@1:     for ss, pp, oo in afgr.triples((None, None, OWL.Class)):
nothing@1:         it = s.split('/')[-1] 
nothing@1:         other = ss.split('/')[-1]
nothing@1:         if s != ss:
nothing@1:             m = StringMatcher()
nothing@1:             m.set_seqs(it, other)
nothing@1:             score = float(m.distance()) / ((len(it) + len(other)) / 2.0)
nothing@1:             if score < 0.25:
nothing@1:                 print score
nothing@1:                 afgr.add((s, URIRef(local + 'similarTo'), ss))
nothing@1: 
nothing@1: 
nothing@1: afgr.serialize('/Users/alo/MusicOntology/features/featuresCatalogue.n3', format='n3')
nothing@1: afgr.serialize('/Users/alo/MusicOntology/features/featuresCatalogue.rdf')