|
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): |
|
|
|
if c_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 = 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))) |
|
|
|
return ta_map |
|
if 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 = fix_text_with_dict(ct_text,repl_dict) |
|
|
|
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))) |
|
|
|
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) |
|
ct_text = fix_text_with_dict(ct_text,repl_dict) |
|
|
|
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))) |
|
|
|
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) |
|
|
|
ct_text = fix_text_with_dict(ct_text,repl_dict) |
|
|
|
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))) |
|
|
|
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) |
|
|
|
ct_text = fix_text_with_dict(ct_text,repl_dict) |
|
|
|
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))) |
|
|
|
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) |
|
|
|
ct_text = fix_text_with_dict(ct_text,repl_dict) |
|
|
|
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))) |
|
|
|
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) |
|
ct_text = ''.join(ct_text.split(',')) |
|
ct_text = ''.join(ct_text.split('.')) |
|
|
|
ct_text = fix_text_with_dict(ct_text,repl_dict) |
|
|
|
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))) |
|
|
|
return ta_map |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
if not c_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 = 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))) |
|
|
|
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) |
|
|
|
ct_text = fix_text_with_dict(ct_text,repl_dict) |
|
|
|
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))) |
|
|
|
return ta_map |
|
|
|
return [] |
|
|
|
@st.cache(suppress_st_warning=True, allow_output_mutation=True) |
|
def non_url_flow(ct_text): |
|
if 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 = fix_text_with_dict(ct_text,repl_dict) |
|
|
|
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) |
|
ct_text = fix_text_with_dict(ct_text,repl_dict) |
|
|
|
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))) |
|
|
|
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) |
|
|
|
ct_text = fix_text_with_dict(ct_text,repl_dict) |
|
|
|
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))) |
|
|
|
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) |
|
|
|
ct_text = fix_text_with_dict(ct_text,repl_dict) |
|
|
|
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))) |
|
|
|
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) |
|
|
|
ct_text = fix_text_with_dict(ct_text,repl_dict) |
|
|
|
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))) |
|
|
|
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) |
|
ct_text = ''.join(ct_text.split(',')) |
|
ct_text = ''.join(ct_text.split('.')) |
|
|
|
ct_text = fix_text_with_dict(ct_text,repl_dict) |
|
|
|
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))) |
|
|
|
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) |
|
|
|
ct_text = fix_text_with_dict(ct_text,repl_dict) |
|
|
|
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 |
|
|
|
return [] |