Spaces:
Sleeping
Sleeping
Delete app.py
Browse files
app.py
DELETED
|
@@ -1,28 +0,0 @@
|
|
| 1 |
-
from flask import Flask, request, jsonify
|
| 2 |
-
import pandas as pd
|
| 3 |
-
import joblib
|
| 4 |
-
|
| 5 |
-
# Load model
|
| 6 |
-
model = joblib.load("random_forest_pipeline.pkl")
|
| 7 |
-
# Create Flask app
|
| 8 |
-
app = Flask(__name__)
|
| 9 |
-
|
| 10 |
-
# Route: Home
|
| 11 |
-
@app.route('/')
|
| 12 |
-
def home():
|
| 13 |
-
return "Hello! Welcome to SuperKart. I'm here to help you predict your sales for a paticular product"
|
| 14 |
-
|
| 15 |
-
# Route: Predict
|
| 16 |
-
@app.route('/predict', methods=['POST'])
|
| 17 |
-
def predict():
|
| 18 |
-
try:
|
| 19 |
-
data = request.get_json()
|
| 20 |
-
df = pd.DataFrame([data])
|
| 21 |
-
prediction = model.predict(df)[0]
|
| 22 |
-
return jsonify({'Predicted_Sales for the given product': round(prediction, 2)})
|
| 23 |
-
except Exception as e:
|
| 24 |
-
return jsonify({'error': str(e)})
|
| 25 |
-
|
| 26 |
-
# Run the app
|
| 27 |
-
if __name__ == '__main__':
|
| 28 |
-
app.run(host='0.0.0.0', port=7860)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|