Spaces:
Runtime error
Runtime error
| from textblob import TextBlob | |
| import gradio as gr | |
| import os | |
| os.system("python -m textblob.download_corpora") | |
| string_json={ | |
| 'control':'0123456789abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMN', | |
| } | |
| cont_list=list(string_json['control']) | |
| def get_nouns(text): | |
| json_object={} | |
| sen_list=[] | |
| noun_list={} | |
| noun_box=[] | |
| blob = TextBlob(text) | |
| for sentence in blob.sentences: | |
| #print(sentence) | |
| sen_list.append(str(sentence)) | |
| key_cnt=len(sen_list) | |
| cnt=0 | |
| go=True | |
| a="Z" | |
| g="W" | |
| if go: | |
| for ea in range(10): | |
| if go: | |
| for b in range(50): | |
| if go: | |
| for c in range(50): | |
| if go: | |
| for d in range(50): | |
| if go: | |
| #for i,ea in enumerate(key_list): | |
| #json_object[sen_list[cnt]]=f'{a}{cont_list[b]}{cont_list[c]}{cont_list[d]}' | |
| blob_n = TextBlob(sen_list[cnt]) | |
| noun_p=blob_n.noun_phrases | |
| noun_box=[] | |
| for ea in blob_n.parse().split(" "): | |
| n=ea.split("/") | |
| if n[1] == "NN": | |
| noun_box.append(n[0]) | |
| json_object[f'{a}{cont_list[b]}{cont_list[c]}{cont_list[d]}']={'sentence':sen_list[cnt],'noun_phrase':noun_p,'nouns':noun_box} | |
| for noun in noun_p: | |
| if noun in list(noun_list.keys()): | |
| noun_list[str(noun)].append(f'{a}{cont_list[b]}{cont_list[c]}{cont_list[d]}') | |
| else: | |
| noun_list[str(noun)]=[f'{a}{cont_list[b]}{cont_list[c]}{cont_list[d]}'] | |
| for nn in noun_box: | |
| if nn in list(noun_list.keys()): | |
| noun_list[str(nn)].append(f'{g}{cont_list[b]}{cont_list[c]}{cont_list[d]}') | |
| else: | |
| noun_list[str(nn)]=[f'{g}{cont_list[b]}{cont_list[c]}{cont_list[d]}'] | |
| if json_object[f'{a}{cont_list[b]}{cont_list[c]}{cont_list[d]}']=='ZNNN': | |
| #if json_object[sen_list[cnt]]=='ZNNN': | |
| #print ("Y") | |
| a="Y" | |
| g="V" | |
| b=0 | |
| c=0 | |
| d=0 | |
| if json_object[f'{a}{cont_list[b]}{cont_list[c]}{cont_list[d]}']=='YNNN': | |
| #print("X") | |
| a="X" | |
| g="U" | |
| b=0 | |
| c=0 | |
| d=0 | |
| if cnt == key_cnt-1: | |
| print('done') | |
| go=False | |
| print(list(json_object.keys())[-1]) | |
| else: | |
| cnt+=1 | |
| #print(blob.tags) # [('The', 'DT'), ('titular', 'JJ'), | |
| # ('threat', 'NN'), ('of', 'IN'), ...] | |
| #print(blob.parse()) | |
| #print(blob.noun_phrases) # WordList(['titular threat', 'blob', | |
| # 'ultimate movie monster', | |
| # 'amoeba-like mass', ...]) | |
| return json_object,noun_list | |
| def find_query(query,sen,nouns): | |
| blob_f = TextBlob(query) | |
| noun_box={} | |
| noun_list=[] | |
| for ea in blob_f.parse().split(" "): | |
| n=ea.split("/") | |
| if n[1] == "NN": | |
| noun_list.append(n[0]) | |
| nouns_l=list(nouns.keys()) | |
| for nn in nouns_l: | |
| if nn in noun_list: | |
| if nn in noun_box: | |
| noun_box[str(nn)].append(nouns[nn]) | |
| else: | |
| noun_box[str(nn)]=[nouns[nn]] | |
| return noun_box | |
| with gr.Blocks() as app: | |
| inp = gr.Textbox(label="Paste Text",lines=10) | |
| btn = gr.Button("Load Document") | |
| with gr.Row(): | |
| query=gr.Textbox(label="Search query") | |
| search_btn=gr.Button("Search") | |
| out_box=gr.Textbox(label="Results") | |
| with gr.Row(): | |
| with gr.Column(scale=2): | |
| sen=gr.JSON(label="Sentences") | |
| with gr.Column(scale=1): | |
| nouns=gr.JSON(label="Nouns") | |
| search_btn.click(find_query,[query,sen,nouns],out_box) | |
| btn.click(get_nouns,inp,[sen,nouns]) | |
| app.launch() | |