import pickle
import gradio as gr
def make_predicition(sepal_length,sepal_width,petal_length,petal_width):
    with open("model_iris.pkl","rb") as f:
        clf=pickle.load(f)
        preds=clf.predict([[sepal_length,sepal_width,petal_length,petal_width]])
    if preds==0:
        return "IRIS-SETOSA"
    elif preds==1:
        return "IRIS-VERSICOLOR"
    else:
        return "IRIS-VIRGINICA"
#CREATE the input component for Gradio since we are expecting 4 inputs
sep_len=gr.Number(label="SEPAL LENGTH")
sep_wid=gr.Number(label="SEPAL WIDTH")
pet_len=gr.Number(label="PETAL LENGTH")
pet_wid=gr.Number(label="PETAL WIDTH")
#create the output
output=gr.Textbox()

app=gr.Interface(fn=make_predicition,inputs=[sep_len,sep_wid,pet_len,pet_wid],outputs=output)
app.launch()