-
Notifications
You must be signed in to change notification settings - Fork 0
/
application.py
35 lines (29 loc) · 1.2 KB
/
application.py
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
from flask import Flask,request,render_template
from src.pipeline.predict_pipeline import CustomData,PredictPipeline
application = Flask(__name__)
app = application
## Route for a home page
@app.route('/')
def index():
return render_template('index.html')
@app.route('/predict',methods=['GET','POST'])
def predict_datapoint():
if request.method=='GET':
return render_template('home.html')
else:
data = CustomData(
gender = request.form.get('gender'),
race_ethnicity = request.form.get('ethnicity'),
parental_level_of_education = request.form.get('parental_level_of_education'),
lunch = request.form.get('lunch'),
test_preparation_course = request.form.get('test_preparation_course'),
reading_score = float(request.form.get('writing_score')),
writing_score = float(request.form.get('reading_score'))
)
pred_df = data.get_data_as_dataframe()
print(pred_df)
predict_pipeline = PredictPipeline()
result = predict_pipeline.predict(pred_df)
return render_template('home.html',results=str(result[0]))
if __name__=="__main__":
app.run(host="0.0.0.0",debug=True)