def essay_graph_gen(raw_text):
print raw_text
exclude_list = stopwords.words('english')
test_dict = dict_gen(raw_text,0,1,exclude_list,[])
print test_dict
# print_table(test_dict[__sent_dict_key],__sent_dict_key)
# print_table(test_dict[__word_dict_key],__word_dict_key)
num_of_sentences = len(test_dict[__sent_dict_key])
# print test_dict[__sent_dict_key]
nodes = test_dict[__word_dict_key].keys()
verts = [[0 for i in nodes] for j in nodes]
PARTS = [nodes,verts]
for i in xrange(1,num_of_sentences+1):
PARTS = (sent_graph_gen(i,test_dict[__word_dict_key],test_dict[__sent_dict_key],PARTS[0],PARTS[1]))
return PARTS
def class_graph_gen(raw_text,global_nodes,global_dict):
exclude_list = stopwords.words('english')
test_dict = dict_gen(raw_text,0,1,exclude_list,[])
if test_dict == None:
return None
# now we use global nodes instead of test_dict words_list keys
num_of_sentences = len(test_dict[__sent_dict_key])
# print test_dict[__sent_dict_key]
verts = [[0 for i in global_nodes] for j in global_nodes]
PARTS = [global_nodes,verts]
for i in xrange(1,num_of_sentences+1):
PARTS = sent_graph_gen(i,test_dict[__word_dict_key],test_dict[__sent_dict_key],PARTS[0],PARTS[1]) # G = parts[0][1]
# for i in xrange(1,num_of_sentences):
# G = add_graphs(parts[i][0],G,parts[i][0],parts[i][1])
WEIGHTS = word_count(test_dict,global_dict)
print len(PARTS), "PARTS"
print len(WEIGHTS), "WEIGHTS"
return (PARTS,WEIGHTS)
