from dtxutils import *
from dictutils import *
import streamlit as st
@st.cache(suppress_st_warning=True,allow_output_mutation=True)
def flow(c_text, ct_text):
# print('inside flow function')
if c_text:
# print('if 1')
c_text = c_text.lower().strip()
c_text = remove_stopwords(replace_text(split_values(c_text)))
c_text = gb_2_us(c_text, gb_2_us_dict)
c_text = fix_text_with_dict(c_text,repl_dict)
mesh_term_list = c_text.split(',')
l2_map = type_extract(mesh_term_list)
if l2_map:
ta_map = list(set(map(mesh_to_ta_dict.get, l2_map)))
# print(ta_map)
return ta_map
if ct_text:
# print(ct_text)
# print("inside first ct if")
ct_text = ct_text.lower().strip()
ct_text = remove_stopwords(replace_text(split_values(ct_text)))
ct_text = gb_2_us(ct_text,gb_2_us_dict)
# print("ct text before dict replacement:",ct_text)
ct_text = fix_text_with_dict(ct_text,repl_dict)
# print("ct text after dict replacement:",ct_text)
mesh_term_list = ct_text.split(',')
# print(mesh_term_list)
l2_map = type_extract(mesh_term_list)
if l2_map:
ta_map = list(set(map(mesh_to_ta_dict.get, l2_map)))
# print(ta_map)
return ta_map
if not ct_text:
# print(ct_text)
# print("inside second ct if")
ct_text = ct_text.lower().strip()
ct_text = remove_stopwords(replace_text(split_values(ct_text)))
ct_text = gb_2_us(ct_text,gb_2_us_dict)
ct_text = fix_text_with_dict(ct_text,repl_dict)
# print("ct text after dict replacement:",ct_text)
mesh_term_list = ct_text.split(', ')
l2_map = type_extract(mesh_term_list)
if l2_map:
ta_map = list(set(map(mesh_to_ta_dict.get, l2_map)))
# print(ta_map)
return ta_map
if not ct_text:
ct_text = ct_text.lower().strip()
ct_text = remove_stopwords(replace_text(split_values(ct_text)))
ct_text = gb_2_us(ct_text,gb_2_us_dict)
# print("ct text before dict replacement:",ct_text)
ct_text = fix_text_with_dict(ct_text,repl_dict)
# print("ct text after dict replacement:",ct_text)
mesh_term_list = ct_text.split('/')
# print(ct_text)
l2_map = type_extract(mesh_term_list)
if l2_map:
ta_map = list(set(map(mesh_to_ta_dict.get, l2_map)))
# print(ta_map)
return ta_map
if not ct_text:
# print("inside second elif for ct text")
ct_text = ct_text.lower().strip()
ct_text = remove_stopwords(replace_text(split_values(ct_text)))
ct_text = gb_2_us(ct_text,gb_2_us_dict)
# print("ct text before dict replacement:",ct_text)
ct_text = fix_text_with_dict(ct_text,repl_dict)
# print("ct text after dict replacement:",ct_text)
mesh_term_list = ct_text.split('./')
# print(mesh_term_list)
l2_map = type_extract(mesh_term_list)
if l2_map:
ta_map = list(set(map(mesh_to_ta_dict.get, l2_map)))
# print(ta_map)
return ta_map
if not ct_text:
# print("inside second elif for ct text")
ct_text = ct_text.lower().strip()
ct_text = remove_stopwords(replace_text(split_values(ct_text)))
ct_text = gb_2_us(ct_text,gb_2_us_dict)
# print("ct text before dict replacement:",ct_text)
ct_text = fix_text_with_dict(ct_text,repl_dict)
# print("ct text after dict replacement:",ct_text)
mesh_term_list = ct_text.split(',')
# print(mesh_term_list)
l2_map = type_extract(mesh_term_list)
if l2_map:
ta_map = list(set(map(mesh_to_ta_dict.get, l2_map)))
# print(ta_map)
return ta_map
if not ct_text:
# print("inside second elif for ct text")
ct_text = ct_text.lower().strip()
ct_text = remove_stopwords(replace_text(split_values(ct_text)))
ct_text = gb_2_us(ct_text,gb_2_us_dict)
ct_text = ''.join(ct_text.split(','))
ct_text = ''.join(ct_text.split('.'))
# print("ct text before dict replacement:",ct_text)
ct_text = fix_text_with_dict(ct_text,repl_dict)
# print("ct text after dict replacement:",ct_text)
mesh_term_list = ct_text.split(' ,')
# print(mesh_term_list)
l2_map = type_extract(mesh_term_list)
if l2_map:
ta_map = list(set(map(mesh_to_ta_dict.get, l2_map)))
# print(ta_map)
return ta_map
# if not c_text:
# # print("inside second elif for ct text")
# c_text = c_text.lower().strip()
# c_text = remove_stopwords(replace_text(split_values(c_text)))
# c_text = gb_2_us(c_text,gb_2_us_dict)
# c_text = ''.join(c_text.split(','))
# c_text = ''.join(c_text.split('.'))
# # print("ct text before dict replacement:",c_text)
# c_text = fix_text_with_dict(c_text,repl_dict)
# # print("ct text after dict replacement:",c_text)
# mesh_term_list = c_text.split(' ,')
# # print(mesh_term_list)
# l2_map = type_extract(mesh_term_list)
# if l2_map:
# ta_map = list(set(map(mesh_to_ta_dict.get, l2_map)))
# # print(ta_map)
# return ta_map
if not c_text:
# print("inside second elif for ct text")
c_text = c_text.lower().strip()
c_text = remove_stopwords(replace_text(split_values(c_text)))
c_text = gb_2_us(c_text,gb_2_us_dict)
# print("ct text before dict replacement:",c_text)
c_text = fix_text_with_dict(c_text,repl_dict)
# print("ct text after dict replacement:",c_text)
mesh_term_list = c_text.split(' ')
# print(mesh_term_list)' ,'
l2_map = type_extract(mesh_term_list)
if l2_map:
ta_map = list(set(map(mesh_to_ta_dict.get, l2_map)))
# print(ta_map)
return ta_map
if not ct_text:
# print("inside second elif for ct text")
ct_text = ct_text.lower().strip()
ct_text = remove_stopwords(replace_text(split_values(ct_text)))
ct_text = gb_2_us(ct_text,gb_2_us_dict)
# print("ct text before dict replacement:",ct_text)
ct_text = fix_text_with_dict(ct_text,repl_dict)
# print("ct text after dict replacement:",ct_text)
mesh_term_list = ct_text.split(' ')
# print(mesh_term_list)' ,'
l2_map = type_extract(mesh_term_list)
if l2_map:
ta_map = list(set(map(mesh_to_ta_dict.get, l2_map)))
# print(ta_map)
return ta_map
return []
@st.cache(suppress_st_warning=True, allow_output_mutation=True)
def non_url_flow(ct_text):
if ct_text:
# print('inside non_url_flow')
# print("inside first ct if")
ct_text = ct_text.lower().strip()
ct_text = remove_stopwords(replace_text(split_values(ct_text)))
ct_text = gb_2_us(ct_text,gb_2_us_dict)
# print("ct text before dict replacement:",ct_text)
ct_text = fix_text_with_dict(ct_text,repl_dict)
# print("ct text after dict replacement:",ct_text)
mesh_term_list = ct_text.split(',')
# print(mesh_term_list)
l2_map = type_extract(mesh_term_list)
if l2_map:
ta_map = list(set(map(mesh_to_ta_dict.get, l2_map)))
print(ta_map)
return ta_map
if not ct_text:
# print(ct_text)
# print("inside second ct if")
ct_text = ct_text.lower().strip()
ct_text = remove_stopwords(replace_text(split_values(ct_text)))
ct_text = gb_2_us(ct_text,gb_2_us_dict)
ct_text = fix_text_with_dict(ct_text,repl_dict)
# print("ct text after dict replacement:",ct_text)
mesh_term_list = ct_text.split(', ')
l2_map = type_extract(mesh_term_list)
if l2_map:
ta_map = list(set(map(mesh_to_ta_dict.get, l2_map)))
# print(ta_map)
return ta_map
if not ct_text:
# print("inside third ct if")
ct_text = ct_text.lower().strip()
ct_text = remove_stopwords(replace_text(split_values(ct_text)))
ct_text = gb_2_us(ct_text,gb_2_us_dict)
# print("ct text before dict replacement:",ct_text)
ct_text = fix_text_with_dict(ct_text,repl_dict)
# print("ct text after dict replacement:",ct_text)
mesh_term_list = ct_text.split('/')
# print(ct_text)
l2_map = type_extract(mesh_term_list)
if l2_map:
ta_map = list(set(map(mesh_to_ta_dict.get, l2_map)))
# print(ta_map)
return ta_map
if not ct_text:
# print("inside fourth if for ct text")
ct_text = ct_text.lower().strip()
ct_text = remove_stopwords(replace_text(split_values(ct_text)))
ct_text = gb_2_us(ct_text,gb_2_us_dict)
# print("ct text before dict replacement:",ct_text)
ct_text = fix_text_with_dict(ct_text,repl_dict)
# print("ct text after dict replacement:",ct_text)
mesh_term_list = ct_text.split('./')
# print(mesh_term_list)
l2_map = type_extract(mesh_term_list)
if l2_map:
ta_map = list(set(map(mesh_to_ta_dict.get, l2_map)))
# print(ta_map)
return ta_map
if not ct_text:
# print("inside fifth if for ct text")
ct_text = ct_text.lower().strip()
ct_text = remove_stopwords(replace_text(split_values(ct_text)))
ct_text = gb_2_us(ct_text,gb_2_us_dict)
# print("ct text before dict replacement:",ct_text)
ct_text = fix_text_with_dict(ct_text,repl_dict)
# print("ct text after dict replacement:",ct_text)
mesh_term_list = ct_text.split(',')
# print(mesh_term_list)
l2_map = type_extract(mesh_term_list)
if l2_map:
ta_map = list(set(map(mesh_to_ta_dict.get, l2_map)))
# print(ta_map)
return ta_map
if not ct_text:
# print("inside sixth elif for ct text")
ct_text = ct_text.lower().strip()
ct_text = remove_stopwords(replace_text(split_values(ct_text)))
ct_text = gb_2_us(ct_text,gb_2_us_dict)
ct_text = ''.join(ct_text.split(','))
ct_text = ''.join(ct_text.split('.'))
# print("ct text before dict replacement:",ct_text)
ct_text = fix_text_with_dict(ct_text,repl_dict)
# print("ct text after dict replacement:",ct_text)
mesh_term_list = ct_text.split(' ,')
# print(mesh_term_list)
l2_map = type_extract(mesh_term_list)
if l2_map:
ta_map = list(set(map(mesh_to_ta_dict.get, l2_map)))
# print(ta_map)
return ta_map
if not ct_text:
# print("inside seventh if for ct text")
ct_text = ct_text.lower().strip()
ct_text = remove_stopwords(replace_text(split_values(ct_text)))
ct_text = gb_2_us(ct_text,gb_2_us_dict)
# print("ct text before dict replacement:",ct_text)
ct_text = fix_text_with_dict(ct_text,repl_dict)
# print("ct text after dict replacement:",ct_text)
mesh_term_list = ct_text.split(' ')
# print(mesh_term_list)' ,'
l2_map = type_extract(mesh_term_list)
if l2_map:
ta_map = list(set(map(mesh_to_ta_dict.get, l2_map)))
print(ta_map)
return ta_map
return []