print("@prefix m: <http://learningsparql.com/model#> .")
print("@prefix dc: <http://purl.org/dc/elements/1.1/> .\n")
# Find the cosine similarity of all the combinations
recipesToCompare = len(recipeDataArray) # or some small number for tests
i1 = 0
while i1 < recipesToCompare:
title = recipeDataArray[i1][recipeTitleField].replace('\"', '\\"')
print('d:' + str(i1) + ' dc:title "' + title + '" .')
i2 = i1 + 1
while i2 < recipesToCompare:
# output triples like [ m:doc d:0, d:1 ; m:cosinsim 0.8249611 m:type "xml" ] PLUS MORE SHOWN BELOW
XMLCosinSim = \
obj.cos_sim(recipeDataArray[i1][recipeXMLEmbeddingField],
recipeDataArray[i2][recipeXMLEmbeddingField])
textCosinSim = \
obj.cos_sim(recipeDataArray[i1][recipePlainTextEmbeddingField],
recipeDataArray[i2][recipePlainTextEmbeddingField])
titleCosinSim = \
obj.cos_sim(recipeDataArray[i1][recipeTitleEmbeddingField],
recipeDataArray[i2][recipeTitleEmbeddingField])
print('[ m:doc d:' + str(i1) + ', d:' + str(i2) +
' ; m:XMLCosinSim ' + str(XMLCosinSim) + '; ')
print(' m:textCosinSim ' + str(textCosinSim) +
' ; m:titleCosinSim ' + str(titleCosinSim) + ' ] .')
i2 += 1
i1 += 1
recipeDataArray = a_f_array + g_p_array + q_z_array
print('# starting comparisons: ' + time.strftime('%H:%M:%S'))
# output header of RDF
print("@prefix d: <http://learningsparql.com/data#> .")
print("@prefix m: <http://learningsparql.com/model#> .")
print("@prefix dc: <http://purl.org/dc/elements/1.1/> .\n")
# Find the cosine similarity of all the combinations
recipesToCompare = len(recipeDataArray) # or some small number for tests
i1 = 0
while i1 < recipesToCompare:
title = recipeDataArray[i1][recipeTitleField].replace('\"', '\\"')
print('<' + recipeDataArray[i1][urlField] + '> dc:title "' + title +
'" .')
i2 = i1 + 1
while i2 < recipesToCompare:
# output triples like [ m:doc d:0, d:1 ; m:recipeCosineSim 0.8249611 ]
recipeCosineSim = \
obj.cos_sim(recipeDataArray[i1][recipeEmbeddingField],
recipeDataArray[i2][recipeEmbeddingField])
print('[ m:doc <' + recipeDataArray[i1][urlField] + '>, <' +
recipeDataArray[i2][urlField] + '> ; m:recipeCosineSim ' +
str(recipeCosineSim) + ' ] . ')
i2 += 1
i1 += 1
print('# finished: ' + time.strftime('%H:%M:%S'))
