app.py

import spacy
import gradio as gr
import json

nlp = spacy.load('zh_core_web_md')
data = open('F-C0032-001.json',"r",encoding="utf-8") 
output = json.load(data)
location=output['records']['location']
ansA=[]

def getFinal(city_n):    
    for i in location:
        city = i['locationName']
        if city==city_n:
            wx = i['weatherElement'][0]['time'][0]['parameter']['parameterName']
            maxtT = i['weatherElement'][4]['time'][0]['parameter']['parameterName']
            mintT = i['weatherElement'][2]['time'][0]['parameter']['parameterName']
            ansA.append(city)
            ansA.append(wx)
            ansA.append(mintT)
            ansA.append(maxtT)
            return ansA

def appMain(sentence):    
    statement1 = nlp("想查詢哪個城市的天氣?")
    statement2 = nlp("想詢問的城市"+sentence)
    #print(statement1.similarity(statement2))
    ansA.clear()
    if statement1.similarity(statement2) >= 0.80:
        for ent in statement2.ents:
            if ent.label_ == "GPE":
                sentence = ent.text     
                
                if sentence=='台北' or sentence=='臺北'or sentence=='臺北市':
                    getFinal('臺北市')
                    return ansA
                elif sentence=='新北' or sentence=='新北市':
                    getFinal('新北市')
                    return ansA
                elif sentence=='嘉義' or sentence=='嘉義市':
                    getFinal('嘉義市')
                    return ansA
                elif sentence=='新竹' or sentence=='新竹市':
                    getFinal('新竹市')
                    return ansA
                elif sentence=='新竹縣':
                    getFinal('新竹縣')
                    return ansA
                elif sentence=='台南' or sentence=='臺南'or sentence=='臺南市':
                    getFinal('臺南市')
                    return ansA
                else:
                    return '-查無資料-'              
    else:
        return '-查無資料-'

title = "Spacy Similarity"
desc = "目前設定->(台北、新北、嘉義、新竹、台南)"
demo = gr.Interface(fn=appMain, title=title, inputs="text", description=desc, outputs="text")
demo.launch()

if __name__ == "__main__":
    demo.launch(share=True)