AttributeError: ‘str’ object has no attribute ‘text_input’
Traceback:
File "c:\users\misbah\anaconda3\envs\diabetes\lib\site-packages\streamlit\ScriptRunner.py", line 319, in _run_script
exec(code, module.__dict__)File "C:\Users\Misbah\Jupyter Notebooks\Projects\diabetes\app.py", line 71, in <module>
main()File "C:\Users\Misbah\Jupyter Notebooks\Projects\diabetes\app.py", line 44, in main
ins = st.text_input("Insulin Level (IU/mL)", "Type Here")
This is the code i am running:
import pandas as pd
import numpy as np
import pickle
clf = pickle.load(open("diabetes_model.pkl", "rb"))
def predict_diabetes(Pregnancies, Glucose, BloodPressure, SkinThickness, Insulin, bmi, DiabetesPedigreeFunction, Age):
p = int(Pregnancies)
g = int(Glucose)
bp = int(BloodPressure)
st = int(SkinThickness)
ins = int(Insulin)
bmi = float(bmi)
dpf = float(DiabetesPedigreeFunction)
age = int(Age)
data = np.array([[p, g, bp, st, ins, bmi, dpf, age]])
prediction = clf.predict(data)[0]
return int(prediction)
def main():
import streamlit as st
st.write("""
# My First ML Web App!
#### Mohammed Misbahullah Sheriff""")
head_html = """
<div style="background-color:#3498DB; padding:10px">
<h2 style="color:white; text-align:center;">DIABETES PREDICTOR</h2>
</div>
"""
st.markdown(head_html, unsafe_allow_html=True)
p = st.text_input("No. of Pregnancies", "Type Here")
g = st.text_input("Glucose Level (mg/dL)", "Type Here")
bp = st.text_input("Blood Pressure (mmHg)", "Type Here")
st = st.text_input("Skin Thickness (mm)", "Type Here")
ins = st.text_input("Insulin Level (IU/mL)", "Type Here")
bmi = st.text_input("Body Mass Index", "Type Here")
dpf = st.text_input("Diabetes Pedigree Function (eg. 0.55)", "Type Here")
age = st.text_input("Age (years)", "Type Here")
safe_html = """
<div style="background-color:#1D8348; padding:10px">
<h2 style="color:white; text-align:center;">You don't have diabetes! 😀</h2>
</div>
"""
unsafe_html = """
<div style="background-color:#CB4335 padding:10px">
<h2 style="color:white; text-align:center;">You have diabetes. &128577;</h2>
</div>
"""
if st.button("PREDICT"):
output = predict_diabetes(p, g, bp, st, ins, bmi, dpf, age)
if output == 1:
st.markdown(unsafe_html, unsafe_allow_html=True)
else:
st.markdown(safe_html, unsafe_allow_html=True)
if __name__ == "__main__":
main()
