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import streamlit as st | |
import pandas as pd | |
import requests | |
def run(): | |
with st.form(key='form_parameters'): | |
passenger_id = st.number_input('Passenger ID', step=1) | |
passenger_class = st.radio('Passenger Class', (1, 2, 3)) | |
passenger_name = st.text_input('Passenger Name') | |
sex = st.radio('Sex', ('male', 'female')) | |
age = st.number_input('Age', min_value=0, value=17) | |
sibsp = st.number_input('Sibling/Spouse', min_value=0, value=0) | |
parch = st.number_input('Parent/Children', min_value=0, value=0) | |
ticket_number = st.text_input('Ticket Number') | |
fare = st.number_input('Fare', min_value=0, value=10) | |
cabin_number = st.text_input('Cabin Number') | |
embarked = st.radio('Port of Embarkation', ('C', 'Q', 'S')) | |
submitted = st.form_submit_button('Predict') | |
# Create A New data | |
data_inf = { | |
'PassengerId': [passenger_id], | |
'Pclass': [passenger_class], | |
'Name': [passenger_name], | |
'Sex': [sex], | |
'Age': [age], | |
'SibSp': [sibsp], | |
'Parch': [parch], | |
'Ticket': [ticket_number], | |
'Fare': [fare], | |
'Cabin': [cabin_number], | |
'Embarked': [embarked] | |
} | |
if submitted: | |
# Show Inference DataFrame | |
st.dataframe(pd.DataFrame(data_inf)) | |
print('[DEBUG] Data Inference : \n', data_inf) | |
# Predict | |
# URL = "http://192.168.1.4:5001/predict" | |
URL = "https://backend-titanic-kidfrom.koyeb.app/predict" | |
r = requests.post(URL, json=data_inf) | |
if r.status_code == 200: | |
res = r.json() | |
st.write('## Prediction : ', res['label_names'][0]) | |
print('[DEBUG] Result : ', res) | |
print('') | |
else: | |
st.write('Error with status code ', str(r.status_code)) | |
if __name__ == '__main__': | |
run() |