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 []